Nameexact_genome_1517574602_58_18309_2
Workunit2991372
Created9 Feb 2018, 16:44:05 UTC
Sent9 Feb 2018, 17:17:24 UTC
Report deadline4 Mar 2018, 21:06:28 UTC
Received10 Feb 2018, 10:21:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65660
Run time11 hours 44 min 5 sec
CPU time10 hours 9 min 13 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.52 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size175.09 MB
Peak swap size178.17 MB
Peak disk usage3.77 MB

Stderr output

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

epoch time: 395.8694763184s, input_fired_time: 8.6737108231, output_fired_time: 8.4749517441, propagate_forward_time: 149.4418182373, propagate_backward_time: 221.1460266113, weight_update_time: 0.3143336177, other_time: 8.1329803467
epoch time: 30.0934009552s, input_fired_time: 1.0187786818, output_fired_time: 0.0000000000, propagate_forward_time: 27.6710071564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4036159515
validation[          , genome 18309] predictions:    9809/  10000 (98.09%), best:    9842/10000 (98.42%), error:       608.19611, best error:       517.63440 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 372.9536132813s, input_fired_time: 8.4342317581, output_fired_time: 8.1373558044, propagate_forward_time: 140.6232452393, propagate_backward_time: 207.9703521729, weight_update_time: 0.3160560131, other_time: 7.7884216309
epoch time: 29.5413608551s, input_fired_time: 1.0116616488, output_fired_time: 0.0000000000, propagate_forward_time: 27.1672267914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3624725342
validation[          , genome 18309] predictions:    9814/  10000 (98.14%), best:    9842/10000 (98.42%), error:       581.55731, best error:       517.63440 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 370.5486450195s, input_fired_time: 8.4037284851, output_fired_time: 7.9225673676, propagate_forward_time: 139.7253112793, propagate_backward_time: 206.6944122314, weight_update_time: 0.3212716579, other_time: 7.8026275635
epoch time: 31.3652420044s, input_fired_time: 1.0175164938, output_fired_time: 0.0000000000, propagate_forward_time: 28.9053611755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4423637390
validation[          , genome 18309] predictions:    9841/  10000 (98.41%), best:    9842/10000 (98.42%), error:       558.90442, best error:       517.63440 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 390.9303588867s, input_fired_time: 8.5991096497, output_fired_time: 8.4056253433, propagate_forward_time: 147.4906158447, propagate_backward_time: 218.2749786377, weight_update_time: 0.3931413591, other_time: 8.1600036621
epoch time: 28.4579238892s, input_fired_time: 0.9750742912, output_fired_time: 0.0000000000, propagate_forward_time: 26.1616916656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3211574554
validation[          , genome 18309] predictions:    9799/  10000 (97.99%), best:    9842/10000 (98.42%), error:       587.80060, best error:       517.63440 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 375.4794311523s, input_fired_time: 8.3480615616, output_fired_time: 8.0432033539, propagate_forward_time: 141.6875152588, propagate_backward_time: 209.5851745605, weight_update_time: 0.3809978068, other_time: 7.8154754639
epoch time: 30.1041698456s, input_fired_time: 1.0177738667, output_fired_time: 0.0000000000, propagate_forward_time: 27.6352558136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4511394501
validation[          , genome 18309] predictions:    9824/  10000 (98.24%), best:    9842/10000 (98.42%), error:       556.45441, best error:       517.63440 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 433.0873413086s, input_fired_time: 8.4569358826, output_fired_time: 8.2747097015, propagate_forward_time: 144.7044677734, propagate_backward_time: 263.7317199707, weight_update_time: 0.3129988909, other_time: 7.9194946289
epoch time: 32.3720397949s, input_fired_time: 1.2091640234, output_fired_time: 0.0000000000, propagate_forward_time: 29.4049854279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7578907013
validation[          , genome 18309] predictions:    9815/  10000 (98.15%), best:    9842/10000 (98.42%), error:       627.15796, best error:       517.63440 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 417.2346496582s, input_fired_time: 8.4830513000, output_fired_time: 7.9411625862, propagate_forward_time: 183.1743469238, propagate_backward_time: 209.9171600342, weight_update_time: 0.3701426685, other_time: 7.7189178467
epoch time: 31.3171710968s, input_fired_time: 1.0696364641, output_fired_time: 0.0000000000, propagate_forward_time: 28.7325668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5149669647
validation[          , genome 18309] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       511.71487, best error:       511.71487 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 383.2904357910s, input_fired_time: 8.3595237732, output_fired_time: 8.3019695282, propagate_forward_time: 144.6831512451, propagate_backward_time: 214.0539703369, weight_update_time: 0.3499069214, other_time: 7.8918151855
epoch time: 33.2864913940s, input_fired_time: 1.2911741734, output_fired_time: 0.0000000000, propagate_forward_time: 30.4909839630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5043334961
validation[          , genome 18309] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       492.53922, best error:       492.53922 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 386.3506774902s, input_fired_time: 8.4219341278, output_fired_time: 8.3331527710, propagate_forward_time: 145.2713928223, propagate_backward_time: 216.1581878662, weight_update_time: 0.3608777225, other_time: 8.1660003662
epoch time: 30.0010375977s, input_fired_time: 0.9886934161, output_fired_time: 0.0000000000, propagate_forward_time: 27.6140251160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3983192444
validation[          , genome 18309] predictions:    9820/  10000 (98.20%), best:    9851/10000 (98.51%), error:       580.50720, best error:       492.53922 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 377.9624328613s, input_fired_time: 8.5616655350, output_fired_time: 8.4609317780, propagate_forward_time: 142.4079132080, propagate_backward_time: 210.5568847656, weight_update_time: 0.3671545684, other_time: 7.9750213623
epoch time: 31.4360866547s, input_fired_time: 1.0772144794, output_fired_time: 0.0000000000, propagate_forward_time: 28.8337440491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5251274109
validation[          , genome 18309] predictions:    9819/  10000 (98.19%), best:    9851/10000 (98.51%), error:       575.59766, best error:       492.53922 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 379.3808288574s, input_fired_time: 8.5920495987, output_fired_time: 8.1298112869, propagate_forward_time: 142.7689361572, propagate_backward_time: 212.0660552979, weight_update_time: 0.3313373327, other_time: 7.8239746094
epoch time: 34.7804412842s, input_fired_time: 1.2390747070, output_fired_time: 0.0000000000, propagate_forward_time: 31.9950485229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463180542
validation[          , genome 18309] predictions:    9838/  10000 (98.38%), best:    9851/10000 (98.51%), error:       511.52438, best error:       492.53922 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 376.4637451172s, input_fired_time: 8.3626728058, output_fired_time: 8.1854019165, propagate_forward_time: 142.1660003662, propagate_backward_time: 209.9001464844, weight_update_time: 0.3419000804, other_time: 7.8495330811
epoch time: 36.4071502686s, input_fired_time: 1.2596563101, output_fired_time: 0.0000000000, propagate_forward_time: 33.4761199951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6713752747
validation[          , genome 18309] predictions:    9792/  10000 (97.92%), best:    9851/10000 (98.51%), error:       594.75311, best error:       492.53922 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 397.2657470703s, input_fired_time: 8.9762868881, output_fired_time: 8.4846944809, propagate_forward_time: 150.5233306885, propagate_backward_time: 220.8504028320, weight_update_time: 0.3305427730, other_time: 8.4310455322
epoch time: 33.5706596375s, input_fired_time: 1.1564582586, output_fired_time: 0.0000000000, propagate_forward_time: 30.8816204071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5325794220
validation[          , genome 18309] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       455.69510, best error:       455.69510 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 555.6881713867s, input_fired_time: 10.5492200851, output_fired_time: 20.3105640411, propagate_forward_time: 189.3478546143, propagate_backward_time: 325.7971801758, weight_update_time: 0.4628229737, other_time: 9.6834106445
epoch time: 33.8566284180s, input_fired_time: 1.1937630177, output_fired_time: 0.0000000000, propagate_forward_time: 30.9402523041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7226123810
validation[          , genome 18309] predictions:    9808/  10000 (98.08%), best:    9860/10000 (98.60%), error:       620.62341, best error:       455.69510 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 399.8596191406s, input_fired_time: 9.0010280609, output_fired_time: 8.5623426437, propagate_forward_time: 150.5177764893, propagate_backward_time: 223.3885955811, weight_update_time: 0.4008972943, other_time: 8.3898620605
epoch time: 32.8958778381s, input_fired_time: 1.1570069790, output_fired_time: 0.0000000000, propagate_forward_time: 30.1490364075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898342133
validation[          , genome 18309] predictions:    9812/  10000 (98.12%), best:    9860/10000 (98.60%), error:       588.32886, best error:       455.69510 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 379.7142333984s, input_fired_time: 8.6789884567, output_fired_time: 8.1221475601, propagate_forward_time: 143.4119720459, propagate_backward_time: 211.5614624023, weight_update_time: 0.3363552094, other_time: 7.9396514893
epoch time: 30.2740077972s, input_fired_time: 1.0848429203, output_fired_time: 0.0000000000, propagate_forward_time: 27.8180904388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3710746765
validation[          , genome 18309] predictions:    9840/  10000 (98.40%), best:    9860/10000 (98.60%), error:       513.68683, best error:       455.69510 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 377.1003112793s, input_fired_time: 8.5219287872, output_fired_time: 8.1638469696, propagate_forward_time: 142.1045227051, propagate_backward_time: 210.3927154541, weight_update_time: 0.3707699776, other_time: 7.9172821045
epoch time: 32.8853073120s, input_fired_time: 1.1201111078, output_fired_time: 0.0000000000, propagate_forward_time: 30.1041183472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6610774994
validation[          , genome 18309] predictions:    9827/  10000 (98.27%), best:    9860/10000 (98.60%), error:       549.49542, best error:       455.69510 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 380.8489074707s, input_fired_time: 8.5375394821, output_fired_time: 8.1388101578, propagate_forward_time: 144.0643310547, propagate_backward_time: 212.0581054688, weight_update_time: 0.3420070112, other_time: 8.0501098633
epoch time: 33.2425880432s, input_fired_time: 1.2076563835, output_fired_time: 0.0000000000, propagate_forward_time: 30.4497356415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5851955414
validation[          , genome 18309] predictions:    9852/  10000 (98.52%), best:    9860/10000 (98.60%), error:       471.84592, best error:       455.69510 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 413.2431640625s, input_fired_time: 9.1859426498, output_fired_time: 8.8726310730, propagate_forward_time: 155.5573577881, propagate_backward_time: 230.7373962402, weight_update_time: 0.4215807617, other_time: 8.8898468018
epoch time: 31.9604053497s, input_fired_time: 1.0588860512, output_fired_time: 0.0000000000, propagate_forward_time: 29.4292469025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4722728729
validation[          , genome 18309] predictions:    9842/  10000 (98.42%), best:    9860/10000 (98.60%), error:       467.77902, best error:       455.69510 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 400.0386352539s, input_fired_time: 8.9201288223, output_fired_time: 8.5104179382, propagate_forward_time: 150.5346984863, propagate_backward_time: 223.5671844482, weight_update_time: 0.3404597342, other_time: 8.5062103271
epoch time: 39.3106422424s, input_fired_time: 1.2782928944, output_fired_time: 0.0000000000, propagate_forward_time: 36.1747627258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8575859070
validation[          , genome 18309] predictions:    9866/  10000 (98.66%), best:    9860/10000 (98.60%), error:       464.35724, best error:       455.69510 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 401.4486083984s, input_fired_time: 8.8909101486, output_fired_time: 8.5265684128, propagate_forward_time: 151.2566528320, propagate_backward_time: 224.5244903564, weight_update_time: 0.3522119820, other_time: 8.2499847412
epoch time: 31.8372650146s, input_fired_time: 1.0775134563, output_fired_time: 0.0000000000, propagate_forward_time: 29.2259006500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5338516235
validation[          , genome 18309] predictions:    9829/  10000 (98.29%), best:    9860/10000 (98.60%), error:       517.76422, best error:       455.69510 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 380.7990417480s, input_fired_time: 8.4720373154, output_fired_time: 8.3286590576, propagate_forward_time: 143.2916717529, propagate_backward_time: 212.9157867432, weight_update_time: 0.3300154507, other_time: 7.7908935547
epoch time: 29.8005657196s, input_fired_time: 1.0212793350, output_fired_time: 0.0000000000, propagate_forward_time: 27.3753967285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4038887024
validation[          , genome 18309] predictions:    9841/  10000 (98.41%), best:    9860/10000 (98.60%), error:       474.28577, best error:       455.69510 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 500.8597106934s, input_fired_time: 8.8587684631, output_fired_time: 8.7762231827, propagate_forward_time: 251.9942932129, propagate_backward_time: 223.0310668945, weight_update_time: 0.3624100983, other_time: 8.1993713379
epoch time: 37.0648384094s, input_fired_time: 1.3527903557, output_fired_time: 0.0000000000, propagate_forward_time: 33.8600044250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8520431519
validation[          , genome 18309] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       475.97327, best error:       455.69510 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 380.2879638672s, input_fired_time: 8.3456077576, output_fired_time: 7.8479690552, propagate_forward_time: 139.5285491943, propagate_backward_time: 217.0250396729, weight_update_time: 0.3245225251, other_time: 7.5408020020
epoch time: 30.2003574371s, input_fired_time: 1.0051977634, output_fired_time: 0.0000000000, propagate_forward_time: 27.7782135010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4169464111
validation[          , genome 18309] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       485.79858, best error:       455.69510 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 360.0567932129s, input_fired_time: 8.0709648132, output_fired_time: 7.8256320953, propagate_forward_time: 135.7648010254, propagate_backward_time: 200.8979492188, weight_update_time: 0.3155561388, other_time: 7.4974670410
epoch time: 29.3290996552s, input_fired_time: 1.0097659826, output_fired_time: 0.0000000000, propagate_forward_time: 26.9259662628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3933677673
validation[          , genome 18309] predictions:    9764/  10000 (97.64%), best:    9860/10000 (98.60%), error:       732.57739, best error:       455.69510 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 365.5704040527s, input_fired_time: 8.1502561569, output_fired_time: 7.9597196579, propagate_forward_time: 137.7714080811, propagate_backward_time: 204.1144561768, weight_update_time: 0.3169793487, other_time: 7.5745544434
epoch time: 31.7346420288s, input_fired_time: 1.0674494505, output_fired_time: 0.0000000000, propagate_forward_time: 29.1958713531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4713211060
validation[          , genome 18309] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       487.51038, best error:       455.69510 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 364.1546936035s, input_fired_time: 8.1366033554, output_fired_time: 7.9125494957, propagate_forward_time: 137.8171997070, propagate_backward_time: 202.6606597900, weight_update_time: 0.3322782516, other_time: 7.6277008057
epoch time: 29.3164119720s, input_fired_time: 0.9984151125, output_fired_time: 0.0000000000, propagate_forward_time: 26.9748210907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3431758881
validation[          , genome 18309] predictions:    9832/  10000 (98.32%), best:    9860/10000 (98.60%), error:       527.91919, best error:       455.69510 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 372.2017517090s, input_fired_time: 8.5149250031, output_fired_time: 8.0208015442, propagate_forward_time: 140.0912933350, propagate_backward_time: 207.9574737549, weight_update_time: 0.3204542994, other_time: 7.6172485352
epoch time: 29.4290332794s, input_fired_time: 1.0094938278, output_fired_time: 0.0000000000, propagate_forward_time: 26.9668788910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4526615143
validation[          , genome 18309] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       479.04263, best error:       455.69510 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 365.3894653320s, input_fired_time: 8.1079015732, output_fired_time: 7.8401422501, propagate_forward_time: 137.5809783936, propagate_backward_time: 204.2055206299, weight_update_time: 0.3216063976, other_time: 7.6549072266
epoch time: 31.1015701294s, input_fired_time: 1.0962764025, output_fired_time: 0.0000000000, propagate_forward_time: 28.5048828125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5004100800
validation[          , genome 18309] predictions:    9826/  10000 (98.26%), best:    9860/10000 (98.60%), error:       576.20184, best error:       455.69510 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 370.3515625000s, input_fired_time: 8.4547662735, output_fired_time: 7.9572253227, propagate_forward_time: 139.4472045898, propagate_backward_time: 206.7238159180, weight_update_time: 0.3584587276, other_time: 7.7685546875
epoch time: 34.4059753418s, input_fired_time: 1.2204909325, output_fired_time: 0.0000000000, propagate_forward_time: 31.5844268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6010589600
validation[          , genome 18309] predictions:    9811/  10000 (98.11%), best:    9860/10000 (98.60%), error:       561.51239, best error:       455.69510 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 380.6864929199s, input_fired_time: 8.7078104019, output_fired_time: 8.0540170670, propagate_forward_time: 143.8331298828, propagate_backward_time: 212.1113433838, weight_update_time: 0.3360445499, other_time: 7.9801788330
epoch time: 30.1508369446s, input_fired_time: 1.0616360903, output_fired_time: 0.0000000000, propagate_forward_time: 27.6350116730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4541893005
validation[          , genome 18309] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       488.27112, best error:       455.69510 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 368.8209838867s, input_fired_time: 8.4595699310, output_fired_time: 7.9371547699, propagate_forward_time: 139.3095550537, propagate_backward_time: 205.3127136230, weight_update_time: 0.3304888606, other_time: 7.8019866943
epoch time: 31.8136062622s, input_fired_time: 1.0306943655, output_fired_time: 0.0000000000, propagate_forward_time: 29.2557945251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5271167755
validation[          , genome 18309] predictions:    9847/  10000 (98.47%), best:    9860/10000 (98.60%), error:       500.49438, best error:       455.69510 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 412.8565368652s, input_fired_time: 8.8701152802, output_fired_time: 8.5710639954, propagate_forward_time: 152.5845031738, propagate_backward_time: 234.7091827393, weight_update_time: 0.3259158134, other_time: 8.1216583252
epoch time: 34.8121490479s, input_fired_time: 1.2521235943, output_fired_time: 0.0000000000, propagate_forward_time: 31.8730030060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6870212555
validation[          , genome 18309] predictions:    9826/  10000 (98.26%), best:    9860/10000 (98.60%), error:       543.88470, best error:       455.69510 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 384.0991516113s, input_fired_time: 8.8129405975, output_fired_time: 8.4473209381, propagate_forward_time: 144.7547302246, propagate_backward_time: 214.0787048340, weight_update_time: 0.3748122454, other_time: 8.0054626465
epoch time: 29.7118530273s, input_fired_time: 1.0366563797, output_fired_time: 0.0000000000, propagate_forward_time: 27.3134326935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3617649078
validation[          , genome 18309] predictions:    9820/  10000 (98.20%), best:    9860/10000 (98.60%), error:       575.72241, best error:       455.69510 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 372.4061279297s, input_fired_time: 8.3644952774, output_fired_time: 8.0753135681, propagate_forward_time: 139.9701538086, propagate_backward_time: 208.2351531982, weight_update_time: 0.3210148215, other_time: 7.7610015869
epoch time: 30.8514518738s, input_fired_time: 1.0932743549, output_fired_time: 0.0000000000, propagate_forward_time: 28.2884273529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4697494507
validation[          , genome 18309] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       452.84006, best error:       452.84006 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 380.7761230469s, input_fired_time: 8.6107177734, output_fired_time: 8.2886800766, propagate_forward_time: 143.2084350586, propagate_backward_time: 212.7687225342, weight_update_time: 0.3569407761, other_time: 7.8995819092
epoch time: 29.1012573242s, input_fired_time: 1.0654932261, output_fired_time: 0.0000000000, propagate_forward_time: 26.6834430695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3523216248
validation[          , genome 18309] predictions:    9858/  10000 (98.58%), best:    9853/10000 (98.53%), error:       454.32852, best error:       452.84006 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 375.6921081543s, input_fired_time: 8.4491014481, output_fired_time: 8.2773065567, propagate_forward_time: 141.6954650879, propagate_backward_time: 209.4640045166, weight_update_time: 0.3372910917, other_time: 7.8062286377
epoch time: 29.9584274292s, input_fired_time: 1.0918955803, output_fired_time: 0.0000000000, propagate_forward_time: 27.4763927460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3901386261
validation[          , genome 18309] predictions:    9673/  10000 (96.73%), best:    9853/10000 (98.53%), error:      1101.82031, best error:       452.84006 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 373.9136657715s, input_fired_time: 8.3959369659, output_fired_time: 8.0080995560, propagate_forward_time: 140.5195770264, propagate_backward_time: 209.0299072266, weight_update_time: 0.3656339645, other_time: 7.9601593018
epoch time: 38.3315811157s, input_fired_time: 1.5097123384, output_fired_time: 0.0000000000, propagate_forward_time: 35.0373878479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7844810486
validation[          , genome 18309] predictions:    9844/  10000 (98.44%), best:    9853/10000 (98.53%), error:       461.69601, best error:       452.84006 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 381.2527465820s, input_fired_time: 8.5718669891, output_fired_time: 8.2448997498, propagate_forward_time: 144.0074615479, propagate_backward_time: 212.3929901123, weight_update_time: 0.3162495196, other_time: 8.0355224609
epoch time: 30.3999691010s, input_fired_time: 1.0276491642, output_fired_time: 0.0000000000, propagate_forward_time: 27.9567356110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4155845642
validation[          , genome 18309] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       448.46161, best error:       448.46161 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 421.2443542480s, input_fired_time: 8.4467802048, output_fired_time: 7.9514226913, propagate_forward_time: 139.9077148438, propagate_backward_time: 257.2009582520, weight_update_time: 0.3410406113, other_time: 7.7374877930
epoch time: 35.1226501465s, input_fired_time: 1.2667500973, output_fired_time: 0.0000000000, propagate_forward_time: 32.2655830383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5903167725
validation[          , genome 18309] predictions:    9777/  10000 (97.77%), best:    9858/10000 (98.58%), error:       735.43958, best error:       448.46161 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 418.9962768555s, input_fired_time: 8.5656623840, output_fired_time: 8.1446294785, propagate_forward_time: 143.1713867188, propagate_backward_time: 251.2589111328, weight_update_time: 0.3724932373, other_time: 7.8556823730
epoch time: 31.2925891876s, input_fired_time: 1.0805166960, output_fired_time: 0.0000000000, propagate_forward_time: 28.6726226807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394496918
validation[          , genome 18309] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       446.73602, best error:       446.73602 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 377.4362792969s, input_fired_time: 8.4161739349, output_fired_time: 8.0203027725, propagate_forward_time: 142.7156219482, propagate_backward_time: 210.5523529053, weight_update_time: 0.3271957636, other_time: 7.7318420410
epoch time: 31.3999958038s, input_fired_time: 1.0596194267, output_fired_time: 0.0000000000, propagate_forward_time: 28.8067989349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5335769653
validation[          , genome 18309] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       477.25760, best error:       446.73602 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 377.3778381348s, input_fired_time: 8.5128650665, output_fired_time: 8.0399322510, propagate_forward_time: 142.1764068604, propagate_backward_time: 210.8164215088, weight_update_time: 0.3318781257, other_time: 7.8321838379
epoch time: 36.5952758789s, input_fired_time: 1.1328697205, output_fired_time: 0.0000000000, propagate_forward_time: 33.6652450562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7971611023
validation[          , genome 18309] predictions:    9833/  10000 (98.33%), best:    9859/10000 (98.59%), error:       544.38885, best error:       446.73602 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 405.0133972168s, input_fired_time: 8.9128799438, output_fired_time: 8.7760992050, propagate_forward_time: 152.9560852051, propagate_backward_time: 225.9466552734, weight_update_time: 0.4262683988, other_time: 8.4216918945
epoch time: 31.3331947327s, input_fired_time: 1.1359024048, output_fired_time: 0.0000000000, propagate_forward_time: 28.6645259857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5327663422
validation[          , genome 18309] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       432.27853, best error:       432.27853 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 395.5369567871s, input_fired_time: 8.9912147522, output_fired_time: 8.5460777283, propagate_forward_time: 149.1441345215, propagate_backward_time: 220.4829711914, weight_update_time: 0.3587042689, other_time: 8.3725585938
epoch time: 31.2997512817s, input_fired_time: 1.0939981937, output_fired_time: 0.0000000000, propagate_forward_time: 28.7133293152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4924240112
validation[          , genome 18309] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       461.77383, best error:       432.27853 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 475.5354614258s, input_fired_time: 9.3519382477, output_fired_time: 8.7735958099, propagate_forward_time: 176.4408264160, propagate_backward_time: 272.5385131836, weight_update_time: 0.3567628860, other_time: 8.4306030273
epoch time: 35.0976791382s, input_fired_time: 1.1327195168, output_fired_time: 0.0000000000, propagate_forward_time: 32.4718437195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4931144714
validation[          , genome 18309] predictions:    9866/  10000 (98.66%), best:    9860/10000 (98.60%), error:       436.64368, best error:       432.27853 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 380.8619384766s, input_fired_time: 8.6641378403, output_fired_time: 8.1910104752, propagate_forward_time: 143.5854797363, propagate_backward_time: 212.4893646240, weight_update_time: 0.3363953233, other_time: 7.9319610596
epoch time: 29.5267791748s, input_fired_time: 1.0283306837, output_fired_time: 0.0000000000, propagate_forward_time: 27.0922660828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4061832428
validation[          , genome 18309] predictions:    9859/  10000 (98.59%), best:    9860/10000 (98.60%), error:       467.24112, best error:       432.27853 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 374.7954101563s, input_fired_time: 8.4884185791, output_fired_time: 8.0253772736, propagate_forward_time: 141.1702575684, propagate_backward_time: 209.3074951172, weight_update_time: 0.3527128994, other_time: 7.8038635254
epoch time: 30.5902481079s, input_fired_time: 1.1137334108, output_fired_time: 0.0000000000, propagate_forward_time: 27.9936637878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4828510284
validation[          , genome 18309] predictions:    9818/  10000 (98.18%), best:    9860/10000 (98.60%), error:       540.20642, best error:       432.27853 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 383.4197387695s, input_fired_time: 8.3949642181, output_fired_time: 8.2116861343, propagate_forward_time: 144.5967254639, propagate_backward_time: 214.1780395508, weight_update_time: 0.3637638986, other_time: 8.0383148193
epoch time: 31.6933803558s, input_fired_time: 1.0587152243, output_fired_time: 0.0000000000, propagate_forward_time: 29.1364459991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4982185364
validation[          , genome 18309] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       459.62885, best error:       432.27853 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 369.6971740723s, input_fired_time: 8.3236436844, output_fired_time: 7.9270353317, propagate_forward_time: 139.3679046631, propagate_backward_time: 206.4054718018, weight_update_time: 0.3371971548, other_time: 7.6731262207
epoch time: 30.4856300354s, input_fired_time: 1.0372928381, output_fired_time: 0.0000000000, propagate_forward_time: 28.0918216705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3565158844
validation[          , genome 18309] predictions:    9834/  10000 (98.34%), best:    9860/10000 (98.60%), error:       530.26624, best error:       432.27853 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 385.5585632324s, input_fired_time: 8.6629638672, output_fired_time: 8.3589162827, propagate_forward_time: 145.3335266113, propagate_backward_time: 215.1362304688, weight_update_time: 0.3417206705, other_time: 8.0669250488
epoch time: 30.1808204651s, input_fired_time: 1.0377705097, output_fired_time: 0.0000000000, propagate_forward_time: 27.7325668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4104824066
validation[          , genome 18309] predictions:    9847/  10000 (98.47%), best:    9860/10000 (98.60%), error:       450.83731, best error:       432.27853 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 377.8093872070s, input_fired_time: 8.5417699814, output_fired_time: 8.1035890579, propagate_forward_time: 142.8055114746, propagate_backward_time: 210.3890075684, weight_update_time: 0.3542332351, other_time: 7.9695129395
epoch time: 30.1615066528s, input_fired_time: 1.0269572735, output_fired_time: 0.0000000000, propagate_forward_time: 27.7536621094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3808879852
validation[          , genome 18309] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       409.23834, best error:       409.23834 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 374.7908020020s, input_fired_time: 8.3385610580, output_fired_time: 7.9685502052, propagate_forward_time: 140.8712463379, propagate_backward_time: 209.7651977539, weight_update_time: 0.3291889429, other_time: 7.8472595215
epoch time: 31.0838031769s, input_fired_time: 1.0417162180, output_fired_time: 0.0000000000, propagate_forward_time: 28.4174880981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6245994568
validation[          , genome 18309] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       457.82419, best error:       409.23834 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 378.1513061523s, input_fired_time: 8.4729175568, output_fired_time: 8.1456089020, propagate_forward_time: 142.5762481689, propagate_backward_time: 211.0768280029, weight_update_time: 0.3790178895, other_time: 7.8796997070
epoch time: 31.0858669281s, input_fired_time: 1.0574799776, output_fired_time: 0.0000000000, propagate_forward_time: 28.5553474426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4730396271
validation[          , genome 18309] predictions:    9864/  10000 (98.64%), best:    9868/10000 (98.68%), error:       436.84460, best error:       409.23834 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 386.6330566406s, input_fired_time: 8.6923866272, output_fired_time: 8.3143310547, propagate_forward_time: 145.9201507568, propagate_backward_time: 215.6035919189, weight_update_time: 0.3553072810, other_time: 8.1026000977
epoch time: 30.4995212555s, input_fired_time: 1.0660426617, output_fired_time: 0.0000000000, propagate_forward_time: 28.0552597046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3782196045
validation[          , genome 18309] predictions:    9869/  10000 (98.69%), best:    9868/10000 (98.68%), error:       410.27359, best error:       409.23834 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 375.0890197754s, input_fired_time: 8.5160150528, output_fired_time: 8.1192712784, propagate_forward_time: 140.9338073730, propagate_backward_time: 209.7361145020, weight_update_time: 0.3235144317, other_time: 7.7838134766
epoch time: 30.9521503448s, input_fired_time: 1.0812152624, output_fired_time: 0.0000000000, propagate_forward_time: 28.3962917328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4746437073
validation[          , genome 18309] predictions:    9862/  10000 (98.62%), best:    9868/10000 (98.68%), error:       422.88989, best error:       409.23834 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 445.2328491211s, input_fired_time: 9.0094738007, output_fired_time: 8.5451421738, propagate_forward_time: 199.5098724365, propagate_backward_time: 219.9768218994, weight_update_time: 0.3498153687, other_time: 8.1915588379
epoch time: 31.5915966034s, input_fired_time: 1.0999697447, output_fired_time: 0.0000000000, propagate_forward_time: 29.0616779327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4299488068
validation[          , genome 18309] predictions:    9864/  10000 (98.64%), best:    9868/10000 (98.68%), error:       424.87747, best error:       409.23834 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 425.9061584473s, input_fired_time: 8.4735765457, output_fired_time: 7.9639067650, propagate_forward_time: 141.9011230469, propagate_backward_time: 259.8479919434, weight_update_time: 0.3217027187, other_time: 7.7195739746
epoch time: 32.6183357239s, input_fired_time: 1.1213002205, output_fired_time: 0.0000000000, propagate_forward_time: 29.9475040436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495319366
validation[          , genome 18309] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       403.99182, best error:       403.99182 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 380.6799926758s, input_fired_time: 8.5942735672, output_fired_time: 8.0795993805, propagate_forward_time: 143.6558380127, propagate_backward_time: 212.3947601318, weight_update_time: 0.3532748520, other_time: 7.9555358887
epoch time: 32.2503852844s, input_fired_time: 1.0985113382, output_fired_time: 0.0000000000, propagate_forward_time: 29.7532291412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3986454010
validation[          , genome 18309] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       404.75284, best error:       403.99182 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 372.8210754395s, input_fired_time: 8.3374977112, output_fired_time: 7.9854974747, propagate_forward_time: 141.0177459717, propagate_backward_time: 207.8075408936, weight_update_time: 0.3269212246, other_time: 7.6727905273
epoch time: 29.3551139832s, input_fired_time: 1.0045185089, output_fired_time: 0.0000000000, propagate_forward_time: 26.9719390869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3786563873
validation[          , genome 18309] predictions:    9862/  10000 (98.62%), best:    9871/10000 (98.71%), error:       421.68100, best error:       403.99182 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 373.4847106934s, input_fired_time: 8.3667669296, output_fired_time: 8.2170362473, propagate_forward_time: 140.5050201416, propagate_backward_time: 208.6154785156, weight_update_time: 0.3392860889, other_time: 7.7804107666
epoch time: 30.3042755127s, input_fired_time: 1.0970535278, output_fired_time: 0.0000000000, propagate_forward_time: 27.8025512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4046707153
validation[          , genome 18309] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       478.80142, best error:       403.99182 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 370.3829040527s, input_fired_time: 8.3266878128, output_fired_time: 8.0884771347, propagate_forward_time: 140.0186614990, propagate_backward_time: 206.2438201904, weight_update_time: 0.3261659443, other_time: 7.7052612305
epoch time: 30.6754264832s, input_fired_time: 1.0264116526, output_fired_time: 0.0000000000, propagate_forward_time: 28.1524372101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4965782166
validation[          , genome 18309] predictions:    9863/  10000 (98.63%), best:    9871/10000 (98.71%), error:       406.63153, best error:       403.99182 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 370.8014526367s, input_fired_time: 8.3078308105, output_fired_time: 8.0701560974, propagate_forward_time: 140.1097564697, propagate_backward_time: 206.5788116455, weight_update_time: 0.3353685737, other_time: 7.7348937988
epoch time: 31.1445121765s, input_fired_time: 1.0784561634, output_fired_time: 0.0000000000, propagate_forward_time: 28.5901718140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4758834839
validation[          , genome 18309] predictions:    9867/  10000 (98.67%), best:    9871/10000 (98.71%), error:       413.61905, best error:       403.99182 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 373.1062316895s, input_fired_time: 8.4272203445, output_fired_time: 8.1605339050, propagate_forward_time: 140.5400695801, propagate_backward_time: 208.2844085693, weight_update_time: 0.3569213152, other_time: 7.6940155029
epoch time: 30.0090370178s, input_fired_time: 1.0761539936, output_fired_time: 0.0000000000, propagate_forward_time: 27.5193386078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4135437012
validation[          , genome 18309] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       386.51370, best error:       386.51370 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 386.0135803223s, input_fired_time: 8.7357902527, output_fired_time: 8.2775468826, propagate_forward_time: 145.5837097168, propagate_backward_time: 215.4771575928, weight_update_time: 0.3675780296, other_time: 7.9393768311
epoch time: 30.1560497284s, input_fired_time: 1.0389987230, output_fired_time: 0.0000000000, propagate_forward_time: 27.6851119995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4319381714
validation[          , genome 18309] predictions:    9852/  10000 (98.52%), best:    9877/10000 (98.77%), error:       474.98972, best error:       386.51370 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 377.6837158203s, input_fired_time: 8.4967327118, output_fired_time: 8.2464818954, propagate_forward_time: 142.7158813477, propagate_backward_time: 210.4285888672, weight_update_time: 0.3213301897, other_time: 7.7960205078
epoch time: 31.8089427948s, input_fired_time: 1.0887048244, output_fired_time: 0.0000000000, propagate_forward_time: 29.2448139191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4754238129
validation[          , genome 18309] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       406.63586, best error:       386.51370 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 369.6734619141s, input_fired_time: 8.4383306503, output_fired_time: 8.0102434158, propagate_forward_time: 139.0794830322, propagate_backward_time: 206.3464050293, weight_update_time: 0.3648314476, other_time: 7.7989959717
epoch time: 32.8087120056s, input_fired_time: 1.1455417871, output_fired_time: 0.0000000000, propagate_forward_time: 30.1617298126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5014400482
validation[          , genome 18309] predictions:    9854/  10000 (98.54%), best:    9877/10000 (98.77%), error:       486.24908, best error:       386.51370 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 405.2306213379s, input_fired_time: 9.2119169235, output_fired_time: 8.8789272308, propagate_forward_time: 152.7505493164, propagate_backward_time: 225.9660949707, weight_update_time: 0.3434744775, other_time: 8.4231262207
epoch time: 34.8662643433s, input_fired_time: 1.1484519243, output_fired_time: 0.0000000000, propagate_forward_time: 32.0072860718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7105255127
validation[          , genome 18309] predictions:    9854/  10000 (98.54%), best:    9877/10000 (98.77%), error:       437.76328, best error:       386.51370 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 400.9835510254s, input_fired_time: 8.9712924957, output_fired_time: 8.7035284042, propagate_forward_time: 152.0392608643, propagate_backward_time: 223.0075378418, weight_update_time: 0.3773389161, other_time: 8.2619476318
epoch time: 36.0510101318s, input_fired_time: 1.3025525808, output_fired_time: 0.0000000000, propagate_forward_time: 33.0119514465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7365074158
validation[          , genome 18309] predictions:    9875/  10000 (98.75%), best:    9877/10000 (98.77%), error:       410.98880, best error:       386.51370 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 419.1367187500s, input_fired_time: 9.5029325485, output_fired_time: 8.8400659561, propagate_forward_time: 158.1530303955, propagate_backward_time: 233.9938507080, weight_update_time: 0.3753312528, other_time: 8.6468505859
epoch time: 37.3538131714s, input_fired_time: 1.3025915623, output_fired_time: 0.0000000000, propagate_forward_time: 33.9564552307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0947647095
validation[          , genome 18309] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       450.74725, best error:       386.51370 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 441.5580139160s, input_fired_time: 9.5769004822, output_fired_time: 9.0013427734, propagate_forward_time: 158.4877166748, propagate_backward_time: 255.7987518311, weight_update_time: 0.3814239204, other_time: 8.6933135986
epoch time: 33.7710418701s, input_fired_time: 1.1520611048, output_fired_time: 0.0000000000, propagate_forward_time: 31.0352840424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5836963654
validation[          , genome 18309] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       424.71954, best error:       386.51370 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 394.5868835449s, input_fired_time: 8.6622314453, output_fired_time: 8.6013393402, propagate_forward_time: 149.3528900146, propagate_backward_time: 219.6555023193, weight_update_time: 0.3301578760, other_time: 8.3149108887
epoch time: 31.0583534241s, input_fired_time: 1.0785912275, output_fired_time: 0.0000000000, propagate_forward_time: 28.5092964172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4704666138
validation[          , genome 18309] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       445.40030, best error:       386.51370 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 423.7961730957s, input_fired_time: 8.9651803970, output_fired_time: 8.5412216187, propagate_forward_time: 152.5785675049, propagate_backward_time: 245.4074401855, weight_update_time: 0.3303343058, other_time: 8.3037567139
epoch time: 30.9961280823s, input_fired_time: 1.0493192673, output_fired_time: 0.0000000000, propagate_forward_time: 28.4769382477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698696136
validation[          , genome 18309] predictions:    9863/  10000 (98.63%), best:    9877/10000 (98.77%), error:       435.93097, best error:       386.51370 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 466.1329956055s, input_fired_time: 8.9136791229, output_fired_time: 8.4999933243, propagate_forward_time: 162.4640808105, propagate_backward_time: 277.8627929688, weight_update_time: 0.3411670327, other_time: 8.3924560547
epoch time: 34.5748748779s, input_fired_time: 1.2989922762, output_fired_time: 0.0000000000, propagate_forward_time: 31.6473617554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6285209656
validation[          , genome 18309] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       401.06555, best error:       386.51370 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 401.8812866211s, input_fired_time: 8.9779672623, output_fired_time: 8.7218046188, propagate_forward_time: 152.1668701172, propagate_backward_time: 223.8309936523, weight_update_time: 0.3770458698, other_time: 8.1836547852
epoch time: 35.4747772217s, input_fired_time: 1.1629440784, output_fired_time: 0.0000000000, propagate_forward_time: 32.5879974365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7238349915
validation[          , genome 18309] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       403.67279, best error:       386.51370 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 390.1396789551s, input_fired_time: 8.8097457886, output_fired_time: 8.4411735535, propagate_forward_time: 147.5212860107, propagate_backward_time: 217.2896423340, weight_update_time: 0.3599886000, other_time: 8.0778350830
epoch time: 34.3482437134s, input_fired_time: 1.1932030916, output_fired_time: 0.0000000000, propagate_forward_time: 31.5351028442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6199378967
validation[          , genome 18309] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       404.75583, best error:       386.51370 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 370.0657958984s, input_fired_time: 8.4075317383, output_fired_time: 7.8758883476, propagate_forward_time: 139.5116577148, propagate_backward_time: 206.6036529541, weight_update_time: 0.3600180447, other_time: 7.6670684814
epoch time: 30.5531940460s, input_fired_time: 1.0546385050, output_fired_time: 0.0000000000, propagate_forward_time: 28.0517482758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4468078613
validation[          , genome 18309] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       409.33981, best error:       386.51370 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 375.2546081543s, input_fired_time: 8.4928808212, output_fired_time: 7.9080648422, propagate_forward_time: 141.9010314941, propagate_backward_time: 209.1735839844, weight_update_time: 0.3350925744, other_time: 7.7790527344
epoch time: 29.4489574432s, input_fired_time: 1.0131819248, output_fired_time: 0.0000000000, propagate_forward_time: 27.0212478638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4145278931
validation[          , genome 18309] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       412.20871, best error:       386.51370 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 373.1585693359s, input_fired_time: 8.5656690598, output_fired_time: 8.1211156845, propagate_forward_time: 140.3186035156, propagate_backward_time: 208.4639892578, weight_update_time: 0.3396391273, other_time: 7.6891784668
epoch time: 31.4549903870s, input_fired_time: 1.0737539530, output_fired_time: 0.0000000000, propagate_forward_time: 28.9151172638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4661197662
validation[          , genome 18309] predictions:    9852/  10000 (98.52%), best:    9877/10000 (98.77%), error:       447.58850, best error:       386.51370 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 367.8942260742s, input_fired_time: 8.1680889130, output_fired_time: 7.9461412430, propagate_forward_time: 139.1670227051, propagate_backward_time: 204.9910888672, weight_update_time: 0.3152895570, other_time: 7.6218872070
epoch time: 29.5252399445s, input_fired_time: 1.0075701475, output_fired_time: 0.0000000000, propagate_forward_time: 27.0700187683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4476509094
validation[          , genome 18309] predictions:    9862/  10000 (98.62%), best:    9877/10000 (98.77%), error:       407.54239, best error:       386.51370 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 370.8948669434s, input_fired_time: 8.3053064346, output_fired_time: 8.0562353134, propagate_forward_time: 139.7553253174, propagate_backward_time: 207.0957489014, weight_update_time: 0.3093970120, other_time: 7.6822509766
epoch time: 31.5965881348s, input_fired_time: 1.0605984926, output_fired_time: 0.0000000000, propagate_forward_time: 29.0058517456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5301380157
validation[          , genome 18309] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       411.85901, best error:       386.51370 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 373.4128112793s, input_fired_time: 8.5156984329, output_fired_time: 8.0204391479, propagate_forward_time: 141.1141662598, propagate_backward_time: 208.1236572266, weight_update_time: 0.3263080418, other_time: 7.6388549805
epoch time: 31.4806957245s, input_fired_time: 1.1419967413, output_fired_time: 0.0000000000, propagate_forward_time: 28.7824764252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5562229156
validation[          , genome 18309] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       430.07495, best error:       386.51370 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 364.3981628418s, input_fired_time: 8.1862888336, output_fired_time: 7.8658580780, propagate_forward_time: 137.3411407471, propagate_backward_time: 203.3519439697, weight_update_time: 0.3511444628, other_time: 7.6529541016
epoch time: 30.9890861511s, input_fired_time: 1.0864044428, output_fired_time: 0.0000000000, propagate_forward_time: 28.4300651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4726161957
validation[          , genome 18309] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       422.13257, best error:       386.51370 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 367.1528625488s, input_fired_time: 8.2197980881, output_fired_time: 7.9092569351, propagate_forward_time: 138.8183593750, propagate_backward_time: 204.4925079346, weight_update_time: 0.3245152831, other_time: 7.7129364014
epoch time: 31.3218040466s, input_fired_time: 1.0874615908, output_fired_time: 0.0000000000, propagate_forward_time: 28.7930145264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413280487
validation[          , genome 18309] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       432.38245, best error:       386.51370 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 367.2849121094s, input_fired_time: 8.2204542160, output_fired_time: 7.9307341576, propagate_forward_time: 138.3837585449, propagate_backward_time: 205.1244506836, weight_update_time: 0.3222430050, other_time: 7.6255187988
epoch time: 29.6936950684s, input_fired_time: 1.0154075623, output_fired_time: 0.0000000000, propagate_forward_time: 27.2937431335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3845443726
validation[          , genome 18309] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       405.90073, best error:       386.51370 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 363.7639160156s, input_fired_time: 8.1302928925, output_fired_time: 7.8320212364, propagate_forward_time: 137.0281677246, propagate_backward_time: 203.2416076660, weight_update_time: 0.3151876926, other_time: 7.5318298340
epoch time: 29.2855052948s, input_fired_time: 1.0178941488, output_fired_time: 0.0000000000, propagate_forward_time: 26.8668861389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4007244110
validation[          , genome 18309] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       416.93420, best error:       386.51370 on epoch:    78, 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: 154.6871185303s, input_fired_time: 5.4299983978, output_fired_time: 0.0000000000, propagate_forward_time: 141.6899871826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5671386719
best training[          , genome 18309] predictions:   49978/  50000 (99.96%), best:    9877/10000 (98.77%), error:       283.17917, best error:       386.51370 on epoch:    78, 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: 30.4474582672s, input_fired_time: 1.0108555555, output_fired_time: 0.0000000000, propagate_forward_time: 27.9593257904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4772777557
   testing[          , genome 18309] predictions:    9884/  10000 (98.84%), best:    9877/10000 (98.77%), error:       391.36911, best error:       386.51370 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:20:00 (38856): called boinc_finish(0)

</stderr_txt>
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