Nameexact_genome_1508499903_23_12205_2
Workunit2251476
Created3 Dec 2017, 4:31:26 UTC
Sent3 Dec 2017, 4:43:12 UTC
Report deadline15 Jan 2018, 4:00:46 UTC
Received6 Dec 2017, 11:12:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time23 hours 55 min 42 sec
CPU time23 hours 49 min 41 sec
Validate stateValid
Credit10,742.63
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.53 MB
Peak swap size173.10 MB
Peak disk usage5.83 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
1903991699
epoch time: 60.7418785095s, input_fired_time: 1.2265027761, output_fired_time: 0.0000000000, propagate_forward_time: 57.7246971130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7906799316
validation[          , genome 12205] predictions:    9849/  10000 (98.49%), best:    9841/10000 (98.41%), error:       507.22888, best error:       492.41855 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 784.0786743164s, input_fired_time: 10.0899763107, output_fired_time: 10.4740200043, propagate_forward_time: 292.7440490723, propagate_backward_time: 460.5800781250, weight_update_time: 0.9194096327, other_time: 10.1905822754
epoch time: 60.7402420044s, input_fired_time: 1.2408456802, output_fired_time: 0.0000000000, propagate_forward_time: 57.6735954285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8258018494
validation[          , genome 12205] predictions:    9833/  10000 (98.33%), best:    9841/10000 (98.41%), error:       574.63165, best error:       492.41855 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 784.9291381836s, input_fired_time: 10.0998716354, output_fired_time: 10.5285673141, propagate_forward_time: 292.4612426758, propagate_backward_time: 461.6250305176, weight_update_time: 0.9195600152, other_time: 10.2144470215
epoch time: 61.0044479370s, input_fired_time: 1.2413080931, output_fired_time: 0.0000000000, propagate_forward_time: 57.9474449158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8156967163
validation[          , genome 12205] predictions:    9833/  10000 (98.33%), best:    9841/10000 (98.41%), error:       517.79663, best error:       492.41855 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 782.5082397461s, input_fired_time: 10.1145029068, output_fired_time: 10.4917774200, propagate_forward_time: 291.8272399902, propagate_backward_time: 459.8356323242, weight_update_time: 0.9181922078, other_time: 10.2391052246
epoch time: 62.2892570496s, input_fired_time: 1.2586100101, output_fired_time: 0.0000000000, propagate_forward_time: 59.2347526550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7958946228
validation[          , genome 12205] predictions:    9853/  10000 (98.53%), best:    9841/10000 (98.41%), error:       505.40503, best error:       492.41855 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 783.9873046875s, input_fired_time: 10.1379680634, output_fired_time: 10.5274581909, propagate_forward_time: 292.9655151367, propagate_backward_time: 460.1407775879, weight_update_time: 0.9175112247, other_time: 10.2156066895
epoch time: 61.6198081970s, input_fired_time: 1.2417070866, output_fired_time: 0.0000000000, propagate_forward_time: 58.5929527283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7851486206
validation[          , genome 12205] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       479.29593, best error:       479.29593 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 784.9196777344s, input_fired_time: 10.1281480789, output_fired_time: 10.5426101685, propagate_forward_time: 292.5322265625, propagate_backward_time: 461.4852905273, weight_update_time: 0.9230742455, other_time: 10.2313842773
epoch time: 61.0261459351s, input_fired_time: 1.2319370508, output_fired_time: 0.0000000000, propagate_forward_time: 58.0018768311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7923316956
validation[          , genome 12205] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       506.95261, best error:       479.29593 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 784.0374145508s, input_fired_time: 10.1097202301, output_fired_time: 10.5432949066, propagate_forward_time: 292.0202331543, propagate_backward_time: 461.1173095703, weight_update_time: 0.9136267900, other_time: 10.2468566895
epoch time: 60.4939460754s, input_fired_time: 1.2301669121, output_fired_time: 0.0000000000, propagate_forward_time: 57.4753112793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7884674072
validation[          , genome 12205] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       435.87314, best error:       435.87314 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 787.6485595703s, input_fired_time: 10.1432199478, output_fired_time: 10.5482320786, propagate_forward_time: 294.5211791992, propagate_backward_time: 462.2532653809, weight_update_time: 0.9235557318, other_time: 10.1826477051
epoch time: 61.0825920105s, input_fired_time: 1.2426232100, output_fired_time: 0.0000000000, propagate_forward_time: 58.0269775391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8129920959
validation[          , genome 12205] predictions:    9845/  10000 (98.45%), best:    9873/10000 (98.73%), error:       506.45401, best error:       435.87314 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 782.8460693359s, input_fired_time: 10.1017608643, output_fired_time: 10.5071001053, propagate_forward_time: 292.1442565918, propagate_backward_time: 459.9461059570, weight_update_time: 0.9140377641, other_time: 10.1468811035
epoch time: 61.2385559082s, input_fired_time: 1.2456513643, output_fired_time: 0.0000000000, propagate_forward_time: 58.1576957703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8352088928
validation[          , genome 12205] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       457.98837, best error:       435.87314 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 785.5264892578s, input_fired_time: 10.1350669861, output_fired_time: 10.5277652740, propagate_forward_time: 293.2261352539, propagate_backward_time: 461.4536743164, weight_update_time: 0.9233273864, other_time: 10.1838378906
epoch time: 62.0322227478s, input_fired_time: 1.2544314861, output_fired_time: 0.0000000000, propagate_forward_time: 58.9656257629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8121643066
validation[          , genome 12205] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       398.42377, best error:       398.42377 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 784.4501953125s, input_fired_time: 10.1397514343, output_fired_time: 10.4729862213, propagate_forward_time: 292.6141357422, propagate_backward_time: 460.9921569824, weight_update_time: 0.9194897413, other_time: 10.2311706543
epoch time: 61.8815155029s, input_fired_time: 1.2599289417, output_fired_time: 0.0000000000, propagate_forward_time: 58.7919921875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8295936584
validation[          , genome 12205] predictions:    9840/  10000 (98.40%), best:    9868/10000 (98.68%), error:       486.22226, best error:       398.42377 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 780.0239868164s, input_fired_time: 10.0887365341, output_fired_time: 10.4694471359, propagate_forward_time: 291.2552795410, propagate_backward_time: 458.0318298340, weight_update_time: 0.9141802788, other_time: 10.1787109375
epoch time: 61.5243415833s, input_fired_time: 1.2423331738, output_fired_time: 0.0000000000, propagate_forward_time: 58.4907264709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7912826538
validation[          , genome 12205] predictions:    9869/  10000 (98.69%), best:    9868/10000 (98.68%), error:       428.89584, best error:       398.42377 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 786.1405029297s, input_fired_time: 10.1243877411, output_fired_time: 10.5322685242, propagate_forward_time: 293.8201599121, propagate_backward_time: 461.5127563477, weight_update_time: 0.9179834723, other_time: 10.1509094238
epoch time: 61.0245513916s, input_fired_time: 1.2463234663, output_fired_time: 0.0000000000, propagate_forward_time: 57.9848480225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7933807373
validation[          , genome 12205] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       443.09775, best error:       398.42377 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 784.9200439453s, input_fired_time: 10.1224260330, output_fired_time: 10.5001640320, propagate_forward_time: 293.6217651367, propagate_backward_time: 460.5189514160, weight_update_time: 0.9159905910, other_time: 10.1567077637
epoch time: 62.3702278137s, input_fired_time: 1.2582459450, output_fired_time: 0.0000000000, propagate_forward_time: 59.2877044678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8242759705
validation[          , genome 12205] predictions:    9848/  10000 (98.48%), best:    9868/10000 (98.68%), error:       451.24542, best error:       398.42377 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 783.9024658203s, input_fired_time: 10.1117506027, output_fired_time: 10.4967060089, propagate_forward_time: 293.5173645020, propagate_backward_time: 459.6326599121, weight_update_time: 0.9091759920, other_time: 10.1439819336
epoch time: 62.0858764648s, input_fired_time: 1.2592383623, output_fired_time: 0.0000000000, propagate_forward_time: 59.0231704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8034667969
validation[          , genome 12205] predictions:    9855/  10000 (98.55%), best:    9868/10000 (98.68%), error:       475.13599, best error:       398.42377 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 786.3898315430s, input_fired_time: 10.1463117599, output_fired_time: 10.5384788513, propagate_forward_time: 293.5671386719, propagate_backward_time: 461.9345397949, weight_update_time: 0.9211792946, other_time: 10.2033996582
epoch time: 61.6228599548s, input_fired_time: 1.2513430119, output_fired_time: 0.0000000000, propagate_forward_time: 58.5579872131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8135299683
validation[          , genome 12205] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       443.92578, best error:       398.42377 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 786.7583007813s, input_fired_time: 10.1535110474, output_fired_time: 10.5513515472, propagate_forward_time: 294.3076171875, propagate_backward_time: 461.5887756348, weight_update_time: 0.9135708809, other_time: 10.1570739746
epoch time: 62.1335906982s, input_fired_time: 1.2596588135, output_fired_time: 0.0000000000, propagate_forward_time: 59.0775184631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7964134216
validation[          , genome 12205] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       464.10284, best error:       398.42377 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 785.6953125000s, input_fired_time: 10.1369400024, output_fired_time: 10.4979095459, propagate_forward_time: 294.1449890137, propagate_backward_time: 460.7725830078, weight_update_time: 0.9177213311, other_time: 10.1428527832
epoch time: 61.3991241455s, input_fired_time: 1.2406781912, output_fired_time: 0.0000000000, propagate_forward_time: 58.3606719971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7977752686
validation[          , genome 12205] predictions:    9828/  10000 (98.28%), best:    9868/10000 (98.68%), error:       556.29260, best error:       398.42377 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 784.8375244141s, input_fired_time: 10.1156711578, output_fired_time: 10.5186519623, propagate_forward_time: 292.6225280762, propagate_backward_time: 461.3463134766, weight_update_time: 0.9253515005, other_time: 10.2343444824
epoch time: 61.6036758423s, input_fired_time: 1.2456822395, output_fired_time: 0.0000000000, propagate_forward_time: 58.5616035461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7963905334
validation[          , genome 12205] predictions:    9869/  10000 (98.69%), best:    9868/10000 (98.68%), error:       443.70505, best error:       398.42377 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 784.8190917969s, input_fired_time: 10.1513071060, output_fired_time: 10.5520257950, propagate_forward_time: 293.4635009766, propagate_backward_time: 460.4774475098, weight_update_time: 0.9154183865, other_time: 10.1748352051
epoch time: 62.2058677673s, input_fired_time: 1.2600198984, output_fired_time: 0.0000000000, propagate_forward_time: 59.1182289124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8276176453
validation[          , genome 12205] predictions:    9836/  10000 (98.36%), best:    9868/10000 (98.68%), error:       562.24207, best error:       398.42377 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 786.6846923828s, input_fired_time: 10.1580181122, output_fired_time: 10.5748567581, propagate_forward_time: 293.9738769531, propagate_backward_time: 461.7890930176, weight_update_time: 0.9160870910, other_time: 10.1888732910
epoch time: 61.7363662720s, input_fired_time: 1.2476259470, output_fired_time: 0.0000000000, propagate_forward_time: 58.6821365356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8066024780
validation[          , genome 12205] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       393.55032, best error:       393.55032 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 784.9091796875s, input_fired_time: 10.1483297348, output_fired_time: 10.5156497955, propagate_forward_time: 293.3532409668, propagate_backward_time: 460.7290649414, weight_update_time: 0.9211636782, other_time: 10.1629333496
epoch time: 61.8545951843s, input_fired_time: 1.2526379824, output_fired_time: 0.0000000000, propagate_forward_time: 58.7947273254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8072280884
validation[          , genome 12205] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       383.87247, best error:       383.87247 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 784.2343750000s, input_fired_time: 10.1580114365, output_fired_time: 10.5410156250, propagate_forward_time: 293.4242553711, propagate_backward_time: 459.9325256348, weight_update_time: 0.9126915336, other_time: 10.1785583496
epoch time: 62.1152114868s, input_fired_time: 1.2550232410, output_fired_time: 0.0000000000, propagate_forward_time: 59.0494308472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8107566833
validation[          , genome 12205] predictions:    9857/  10000 (98.57%), best:    9890/10000 (98.90%), error:       462.02490, best error:       383.87247 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 788.3919677734s, input_fired_time: 10.1726284027, output_fired_time: 10.6088781357, propagate_forward_time: 293.9031066895, propagate_backward_time: 463.4834289551, weight_update_time: 0.9294189215, other_time: 10.2239379883
epoch time: 61.6355171204s, input_fired_time: 1.2665827274, output_fired_time: 0.0000000000, propagate_forward_time: 58.5239906311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8449440002
validation[          , genome 12205] predictions:    9846/  10000 (98.46%), best:    9890/10000 (98.90%), error:       536.93689, best error:       383.87247 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 782.5254516602s, input_fired_time: 10.1090822220, output_fired_time: 10.4536647797, propagate_forward_time: 292.7748413086, propagate_backward_time: 459.0896606445, weight_update_time: 0.9129425883, other_time: 10.0982055664
epoch time: 60.8035240173s, input_fired_time: 1.2331800461, output_fired_time: 0.0000000000, propagate_forward_time: 57.7717247009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7986183167
validation[          , genome 12205] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       459.61057, best error:       383.87247 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 784.6578369141s, input_fired_time: 10.1261968613, output_fired_time: 10.4912729263, propagate_forward_time: 293.6533813477, propagate_backward_time: 460.2170104980, weight_update_time: 0.9182987809, other_time: 10.1699523926
epoch time: 61.7609634399s, input_fired_time: 1.2470554113, output_fired_time: 0.0000000000, propagate_forward_time: 58.7200698853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7938385010
validation[          , genome 12205] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       412.40991, best error:       383.87247 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 788.5268554688s, input_fired_time: 10.1601409912, output_fired_time: 10.5655088425, propagate_forward_time: 294.8028869629, propagate_backward_time: 462.8067016602, weight_update_time: 0.9183965921, other_time: 10.1916198730
epoch time: 62.6918907166s, input_fired_time: 1.2670969963, output_fired_time: 0.0000000000, propagate_forward_time: 59.6153144836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8094787598
validation[          , genome 12205] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       402.39035, best error:       383.87247 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 787.0526733398s, input_fired_time: 10.1652069092, output_fired_time: 10.5125608444, propagate_forward_time: 294.3299865723, propagate_backward_time: 461.8910827637, weight_update_time: 0.9223307371, other_time: 10.1538085938
epoch time: 62.3008193970s, input_fired_time: 1.2713791132, output_fired_time: 0.0000000000, propagate_forward_time: 59.2061042786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8233375549
validation[          , genome 12205] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       372.14185, best error:       372.14185 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 785.5030517578s, input_fired_time: 10.1529340744, output_fired_time: 10.5242938995, propagate_forward_time: 293.0309448242, propagate_backward_time: 461.6325073242, weight_update_time: 0.9164526463, other_time: 10.1623535156
epoch time: 62.6013488770s, input_fired_time: 1.2621744871, output_fired_time: 0.0000000000, propagate_forward_time: 59.5042419434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8349342346
validation[          , genome 12205] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       363.06006, best error:       363.06006 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 785.8063964844s, input_fired_time: 10.1879405975, output_fired_time: 10.5071315765, propagate_forward_time: 294.0067443848, propagate_backward_time: 460.8988647461, weight_update_time: 0.9130507708, other_time: 10.2057189941
epoch time: 62.3503036499s, input_fired_time: 1.2665334940, output_fired_time: 0.0000000000, propagate_forward_time: 59.2789573669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8048133850
validation[          , genome 12205] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       393.60077, best error:       363.06006 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 787.4914550781s, input_fired_time: 10.1471557617, output_fired_time: 10.5464382172, propagate_forward_time: 294.6738891602, propagate_backward_time: 461.9375610352, weight_update_time: 0.9198981524, other_time: 10.1864013672
epoch time: 61.8938789368s, input_fired_time: 1.2608662844, output_fired_time: 0.0000000000, propagate_forward_time: 58.8017082214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8313026428
validation[          , genome 12205] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       362.83655, best error:       362.83655 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 789.0815429688s, input_fired_time: 10.1837167740, output_fired_time: 10.5695009232, propagate_forward_time: 294.4471130371, propagate_backward_time: 463.6629028320, weight_update_time: 0.9279614687, other_time: 10.2182922363
epoch time: 62.6998405457s, input_fired_time: 1.2654905319, output_fired_time: 0.0000000000, propagate_forward_time: 59.6121902466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8221588135
validation[          , genome 12205] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       372.03140, best error:       362.83655 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 786.1416625977s, input_fired_time: 10.1393899918, output_fired_time: 10.5208425522, propagate_forward_time: 294.1981201172, propagate_backward_time: 461.1414794922, weight_update_time: 0.9122698307, other_time: 10.1418457031
epoch time: 61.4315299988s, input_fired_time: 1.2540284395, output_fired_time: 0.0000000000, propagate_forward_time: 58.3942031860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7832984924
validation[          , genome 12205] predictions:    9863/  10000 (98.63%), best:    9889/10000 (98.89%), error:       419.41992, best error:       362.83655 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 786.5706176758s, input_fired_time: 10.2053318024, output_fired_time: 10.5128030777, propagate_forward_time: 295.1898193359, propagate_backward_time: 460.5281066895, weight_update_time: 0.9245896339, other_time: 10.1345520020
epoch time: 62.6896476746s, input_fired_time: 1.2704912424, output_fired_time: 0.0000000000, propagate_forward_time: 59.6049003601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8142547607
validation[          , genome 12205] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       382.94742, best error:       362.83655 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 786.0108642578s, input_fired_time: 10.1895914078, output_fired_time: 10.5798091888, propagate_forward_time: 294.2546386719, propagate_backward_time: 460.7987365723, weight_update_time: 0.9195773005, other_time: 10.1880798340
epoch time: 61.3100242615s, input_fired_time: 1.2535108328, output_fired_time: 0.0000000000, propagate_forward_time: 58.2374839783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8190307617
validation[          , genome 12205] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       336.43094, best error:       336.43094 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 785.6965332031s, input_fired_time: 10.1418828964, output_fired_time: 10.5700988770, propagate_forward_time: 292.7575988770, propagate_backward_time: 462.0661010742, weight_update_time: 0.9176731110, other_time: 10.1607971191
epoch time: 61.3828887939s, input_fired_time: 1.2490286827, output_fired_time: 0.0000000000, propagate_forward_time: 58.3512229919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7826385498
validation[          , genome 12205] predictions:    9860/  10000 (98.60%), best:    9890/10000 (98.90%), error:       426.55246, best error:       336.43094 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 787.8601684570s, input_fired_time: 10.1639957428, output_fired_time: 10.5258064270, propagate_forward_time: 294.4875488281, propagate_backward_time: 462.5208435059, weight_update_time: 0.9192891121, other_time: 10.1619567871
epoch time: 61.6482620239s, input_fired_time: 1.2549114227, output_fired_time: 0.0000000000, propagate_forward_time: 58.6090660095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7842826843
validation[          , genome 12205] predictions:    9865/  10000 (98.65%), best:    9890/10000 (98.90%), error:       424.63257, best error:       336.43094 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 783.0757446289s, input_fired_time: 10.1440677643, output_fired_time: 10.5182914734, propagate_forward_time: 292.8521423340, propagate_backward_time: 459.4136047363, weight_update_time: 0.9205929041, other_time: 10.1476440430
epoch time: 61.6532745361s, input_fired_time: 1.2544296980, output_fired_time: 0.0000000000, propagate_forward_time: 58.6053962708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934494019
validation[          , genome 12205] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       364.57776, best error:       336.43094 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 784.1747436523s, input_fired_time: 10.1423072815, output_fired_time: 10.5045566559, propagate_forward_time: 293.4570007324, propagate_backward_time: 459.9114379883, weight_update_time: 0.9249894619, other_time: 10.1593933105
epoch time: 61.9785003662s, input_fired_time: 1.2605901957, output_fired_time: 0.0000000000, propagate_forward_time: 58.8935089111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8244018555
validation[          , genome 12205] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       386.43405, best error:       336.43094 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 781.5651245117s, input_fired_time: 10.1114196777, output_fired_time: 10.4692306519, propagate_forward_time: 291.6645202637, propagate_backward_time: 459.1578063965, weight_update_time: 0.9134012461, other_time: 10.1621704102
epoch time: 62.5494995117s, input_fired_time: 1.2641103268, output_fired_time: 0.0000000000, propagate_forward_time: 59.4861755371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7992134094
validation[          , genome 12205] predictions:    9901/  10000 (99.01%), best:    9890/10000 (98.90%), error:       353.57587, best error:       336.43094 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 782.0089111328s, input_fired_time: 10.1345338821, output_fired_time: 10.4939174652, propagate_forward_time: 292.5047302246, propagate_backward_time: 458.7276306152, weight_update_time: 0.9191976786, other_time: 10.1481323242
epoch time: 60.9181518555s, input_fired_time: 1.2510267496, output_fired_time: 0.0000000000, propagate_forward_time: 57.8727455139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7943801880
validation[          , genome 12205] predictions:    9911/  10000 (99.11%), best:    9890/10000 (98.90%), error:       348.13507, best error:       336.43094 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 783.8542480469s, input_fired_time: 10.1442041397, output_fired_time: 10.5405006409, propagate_forward_time: 292.7464904785, propagate_backward_time: 460.2813110352, weight_update_time: 0.9167448282, other_time: 10.1416931152
epoch time: 61.4620552063s, input_fired_time: 1.2557407618, output_fired_time: 0.0000000000, propagate_forward_time: 58.3938522339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8124618530
validation[          , genome 12205] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       358.68762, best error:       336.43094 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 782.2800903320s, input_fired_time: 10.1315813065, output_fired_time: 10.5253944397, propagate_forward_time: 292.2496032715, propagate_backward_time: 459.2473754883, weight_update_time: 0.9042821527, other_time: 10.1261291504
epoch time: 61.5810241699s, input_fired_time: 1.2567154169, output_fired_time: 0.0000000000, propagate_forward_time: 58.5256729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7986373901
validation[          , genome 12205] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       387.34381, best error:       336.43094 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 785.3012695313s, input_fired_time: 10.1594467163, output_fired_time: 10.5183591843, propagate_forward_time: 293.8004455566, propagate_backward_time: 460.6930236816, weight_update_time: 0.9150913954, other_time: 10.1300048828
epoch time: 61.5519142151s, input_fired_time: 1.2585417032, output_fired_time: 0.0000000000, propagate_forward_time: 58.4982910156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7950820923
validation[          , genome 12205] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       328.41864, best error:       328.41864 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 781.3249511719s, input_fired_time: 10.1239461899, output_fired_time: 10.4587078094, propagate_forward_time: 291.5599975586, propagate_backward_time: 459.0549316406, weight_update_time: 0.9086560011, other_time: 10.1273803711
epoch time: 61.3203773499s, input_fired_time: 1.2506307364, output_fired_time: 0.0000000000, propagate_forward_time: 58.2912445068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7785034180
validation[          , genome 12205] predictions:    9873/  10000 (98.73%), best:    9902/10000 (99.02%), error:       410.33490, best error:       328.41864 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 783.3298950195s, input_fired_time: 10.1706237793, output_fired_time: 10.4812040329, propagate_forward_time: 293.5344543457, propagate_backward_time: 459.0316772461, weight_update_time: 0.9088832140, other_time: 10.1119689941
epoch time: 61.8169555664s, input_fired_time: 1.2649874687, output_fired_time: 0.0000000000, propagate_forward_time: 58.7484436035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8035240173
validation[          , genome 12205] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       329.87164, best error:       328.41864 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 783.2630615234s, input_fired_time: 10.1539173126, output_fired_time: 10.4712781906, propagate_forward_time: 293.5134277344, propagate_backward_time: 459.0207519531, weight_update_time: 0.9096109867, other_time: 10.1036987305
epoch time: 61.4960670471s, input_fired_time: 1.2639436722, output_fired_time: 0.0000000000, propagate_forward_time: 58.4064102173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8257141113
validation[          , genome 12205] predictions:    9884/  10000 (98.84%), best:    9902/10000 (99.02%), error:       357.29694, best error:       328.41864 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 784.5380859375s, input_fired_time: 10.1732711792, output_fired_time: 10.4781179428, propagate_forward_time: 293.5726013184, propagate_backward_time: 460.1471557617, weight_update_time: 0.9227676988, other_time: 10.1669616699
epoch time: 62.2815971375s, input_fired_time: 1.2795732021, output_fired_time: 0.0000000000, propagate_forward_time: 59.1627464294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8392791748
validation[          , genome 12205] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       336.68192, best error:       328.41864 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 785.7894897461s, input_fired_time: 10.1648864746, output_fired_time: 10.5558462143, propagate_forward_time: 293.2005615234, propagate_backward_time: 461.7454528809, weight_update_time: 0.9221338034, other_time: 10.1227722168
epoch time: 61.9172401428s, input_fired_time: 1.2699946165, output_fired_time: 0.0000000000, propagate_forward_time: 58.8460121155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8012351990
validation[          , genome 12205] predictions:    9880/  10000 (98.80%), best:    9902/10000 (99.02%), error:       401.19144, best error:       328.41864 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 784.5462036133s, input_fired_time: 10.1612854004, output_fired_time: 10.5150089264, propagate_forward_time: 292.9595031738, propagate_backward_time: 460.7505187988, weight_update_time: 0.9210675359, other_time: 10.1598510742
epoch time: 61.2521171570s, input_fired_time: 1.2506990433, output_fired_time: 0.0000000000, propagate_forward_time: 58.2140655518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7873535156
validation[          , genome 12205] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       329.14285, best error:       328.41864 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 782.7795410156s, input_fired_time: 10.1526966095, output_fired_time: 10.4876832962, propagate_forward_time: 291.9046630859, propagate_backward_time: 460.0917053223, weight_update_time: 0.9134583473, other_time: 10.1427917480
epoch time: 61.6873359680s, input_fired_time: 1.2684103251, output_fired_time: 0.0000000000, propagate_forward_time: 58.5895957947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8293304443
validation[          , genome 12205] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       362.86948, best error:       328.41864 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 780.9689331055s, input_fired_time: 10.1232538223, output_fired_time: 10.4764289856, propagate_forward_time: 292.1456604004, propagate_backward_time: 458.0657653809, weight_update_time: 0.9131276608, other_time: 10.1578369141
epoch time: 61.7393264771s, input_fired_time: 1.2638581991, output_fired_time: 0.0000000000, propagate_forward_time: 58.6638336182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8116340637
validation[          , genome 12205] predictions:    9871/  10000 (98.71%), best:    9902/10000 (99.02%), error:       433.90219, best error:       328.41864 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 783.3162231445s, input_fired_time: 10.1605968475, output_fired_time: 10.5423097610, propagate_forward_time: 292.6847839355, propagate_backward_time: 459.8059692383, weight_update_time: 0.9160915017, other_time: 10.1225891113
epoch time: 61.5957336426s, input_fired_time: 1.2678368092, output_fired_time: 0.0000000000, propagate_forward_time: 58.5220336914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8058624268
validation[          , genome 12205] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       367.57416, best error:       328.41864 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 782.1904296875s, input_fired_time: 10.1464700699, output_fired_time: 10.4855213165, propagate_forward_time: 292.5300598145, propagate_backward_time: 458.9100341797, weight_update_time: 0.9165703654, other_time: 10.1183166504
epoch time: 60.8634681702s, input_fired_time: 1.2636526823, output_fired_time: 0.0000000000, propagate_forward_time: 57.7768898010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8229255676
validation[          , genome 12205] predictions:    9874/  10000 (98.74%), best:    9902/10000 (99.02%), error:       401.67551, best error:       328.41864 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 784.6672973633s, input_fired_time: 10.1721725464, output_fired_time: 10.5201425552, propagate_forward_time: 294.0097656250, propagate_backward_time: 459.8092346191, weight_update_time: 0.9209005833, other_time: 10.1559753418
epoch time: 61.5967674255s, input_fired_time: 1.2570171356, output_fired_time: 0.0000000000, propagate_forward_time: 58.5660705566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7736816406
validation[          , genome 12205] predictions:    9869/  10000 (98.69%), best:    9902/10000 (99.02%), error:       429.62225, best error:       328.41864 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 780.7836914063s, input_fired_time: 10.1215867996, output_fired_time: 10.4658823013, propagate_forward_time: 291.3791198730, propagate_backward_time: 458.7149353027, weight_update_time: 0.9073572755, other_time: 10.1021728516
epoch time: 61.9067726135s, input_fired_time: 1.2703634501, output_fired_time: 0.0000000000, propagate_forward_time: 58.8162956238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8201141357
validation[          , genome 12205] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       339.61407, best error:       328.41864 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 786.1652832031s, input_fired_time: 10.1994972229, output_fired_time: 10.5094776154, propagate_forward_time: 293.7752075195, propagate_backward_time: 461.4929199219, weight_update_time: 0.9221646190, other_time: 10.1881713867
epoch time: 61.3676528931s, input_fired_time: 1.2565110922, output_fired_time: 0.0000000000, propagate_forward_time: 58.3223228455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7888183594
validation[          , genome 12205] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       365.83459, best error:       328.41864 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 783.0406494141s, input_fired_time: 10.1655864716, output_fired_time: 10.4961919785, propagate_forward_time: 293.1261901855, propagate_backward_time: 459.1083679199, weight_update_time: 0.9193454981, other_time: 10.1442871094
epoch time: 62.0150375366s, input_fired_time: 1.2639443874, output_fired_time: 0.0000000000, propagate_forward_time: 58.9601898193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7909049988
validation[          , genome 12205] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       376.27719, best error:       328.41864 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 785.9122924805s, input_fired_time: 10.2027559280, output_fired_time: 10.5175724030, propagate_forward_time: 293.8554687500, propagate_backward_time: 461.1851196289, weight_update_time: 0.9169156551, other_time: 10.1513671875
epoch time: 61.5839653015s, input_fired_time: 1.2767676115, output_fired_time: 0.0000000000, propagate_forward_time: 58.4970321655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8101654053
validation[          , genome 12205] predictions:    9888/  10000 (98.88%), best:    9902/10000 (99.02%), error:       343.42923, best error:       328.41864 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 784.5058593750s, input_fired_time: 10.1698322296, output_fired_time: 10.5713491440, propagate_forward_time: 292.5538635254, propagate_backward_time: 461.0726013184, weight_update_time: 0.9220551252, other_time: 10.1381835938
epoch time: 61.4279823303s, input_fired_time: 1.2611266375, output_fired_time: 0.0000000000, propagate_forward_time: 58.3715057373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953491211
validation[          , genome 12205] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       340.45065, best error:       328.41864 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 784.0480957031s, input_fired_time: 10.2058057785, output_fired_time: 10.5296764374, propagate_forward_time: 293.1011657715, propagate_backward_time: 460.0252685547, weight_update_time: 0.9173576236, other_time: 10.1861877441
epoch time: 62.0835151672s, input_fired_time: 1.2828807831, output_fired_time: 0.0000000000, propagate_forward_time: 58.9683914185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8322448730
validation[          , genome 12205] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       343.37537, best error:       328.41864 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 785.7133789063s, input_fired_time: 10.1922225952, output_fired_time: 10.5123615265, propagate_forward_time: 294.0512695313, propagate_backward_time: 460.8162231445, weight_update_time: 0.9159085155, other_time: 10.1412963867
epoch time: 62.0632095337s, input_fired_time: 1.2806479931, output_fired_time: 0.0000000000, propagate_forward_time: 58.9590415955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8235206604
validation[          , genome 12205] predictions:    9863/  10000 (98.63%), best:    9902/10000 (99.02%), error:       464.54514, best error:       328.41864 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 784.7141723633s, input_fired_time: 10.1980628967, output_fired_time: 10.4863615036, propagate_forward_time: 293.0333862305, propagate_backward_time: 460.7895507813, weight_update_time: 0.9222044349, other_time: 10.2067871094
epoch time: 62.0163955688s, input_fired_time: 1.2730652094, output_fired_time: 0.0000000000, propagate_forward_time: 58.9500579834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7932739258
validation[          , genome 12205] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       324.05753, best error:       324.05753 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 785.6828002930s, input_fired_time: 10.2143383026, output_fired_time: 10.5223197937, propagate_forward_time: 293.2749023438, propagate_backward_time: 461.5139465332, weight_update_time: 0.9142941236, other_time: 10.1572570801
epoch time: 61.9528694153s, input_fired_time: 1.2684047222, output_fired_time: 0.0000000000, propagate_forward_time: 58.8904571533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7940063477
validation[          , genome 12205] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       336.75354, best error:       324.05753 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 783.0776367188s, input_fired_time: 10.2101030350, output_fired_time: 10.5436019897, propagate_forward_time: 292.4331054688, propagate_backward_time: 459.6853027344, weight_update_time: 0.9161416292, other_time: 10.2055664063
epoch time: 61.8341827393s, input_fired_time: 1.2779973745, output_fired_time: 0.0000000000, propagate_forward_time: 58.7262306213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8299560547
validation[          , genome 12205] predictions:    9875/  10000 (98.75%), best:    9904/10000 (99.04%), error:       413.48276, best error:       324.05753 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 787.7246093750s, input_fired_time: 10.2364711761, output_fired_time: 10.5641288757, propagate_forward_time: 295.0703735352, propagate_backward_time: 461.6427917480, weight_update_time: 0.9245222211, other_time: 10.2108459473
epoch time: 61.7628746033s, input_fired_time: 1.2659903765, output_fired_time: 0.0000000000, propagate_forward_time: 58.6965637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8003196716
validation[          , genome 12205] predictions:    9900/  10000 (99.00%), best:    9904/10000 (99.04%), error:       348.40628, best error:       324.05753 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 784.1907958984s, input_fired_time: 10.1846227646, output_fired_time: 10.4986019135, propagate_forward_time: 292.7841796875, propagate_backward_time: 460.6215515137, weight_update_time: 0.9168519378, other_time: 10.1018371582
epoch time: 61.5741920471s, input_fired_time: 1.2758578062, output_fired_time: 0.0000000000, propagate_forward_time: 58.4509735107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8473625183
validation[          , genome 12205] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       323.17941, best error:       323.17941 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 785.4256591797s, input_fired_time: 10.2129650116, output_fired_time: 10.5240926743, propagate_forward_time: 293.5923767090, propagate_backward_time: 460.8916931152, weight_update_time: 0.9187099338, other_time: 10.2045288086
epoch time: 61.2435874939s, input_fired_time: 1.2634350061, output_fired_time: 0.0000000000, propagate_forward_time: 58.1857566833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7943954468
validation[          , genome 12205] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       348.16888, best error:       323.17941 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 783.8298950195s, input_fired_time: 10.2138080597, output_fired_time: 10.4749212265, propagate_forward_time: 293.2332763672, propagate_backward_time: 459.7636413574, weight_update_time: 0.9170653820, other_time: 10.1442565918
epoch time: 61.7384490967s, input_fired_time: 1.2749782801, output_fired_time: 0.0000000000, propagate_forward_time: 58.6806945801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7827758789
validation[          , genome 12205] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       335.20901, best error:       323.17941 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 784.6430053711s, input_fired_time: 10.1888780594, output_fired_time: 10.5301675797, propagate_forward_time: 293.0771484375, propagate_backward_time: 460.7134399414, weight_update_time: 0.9143042564, other_time: 10.1333618164
epoch time: 62.0446586609s, input_fired_time: 1.2805279493, output_fired_time: 0.0000000000, propagate_forward_time: 58.9563674927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8077621460
validation[          , genome 12205] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       336.12292, best error:       323.17941 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 784.0342407227s, input_fired_time: 10.1938982010, output_fired_time: 10.5366582870, propagate_forward_time: 292.1005554199, propagate_backward_time: 461.0498046875, weight_update_time: 0.9162735939, other_time: 10.1532897949
epoch time: 61.4261245728s, input_fired_time: 1.2679744959, output_fired_time: 0.0000000000, propagate_forward_time: 58.3571128845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8010368347
validation[          , genome 12205] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       373.53006, best error:       323.17941 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 784.8496704102s, input_fired_time: 10.2065286636, output_fired_time: 10.5341053009, propagate_forward_time: 293.1826477051, propagate_backward_time: 460.7707214355, weight_update_time: 0.9140194654, other_time: 10.1556396484
epoch time: 61.0359191895s, input_fired_time: 1.2600965500, output_fired_time: 0.0000000000, propagate_forward_time: 57.9538726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8219490051
validation[          , genome 12205] predictions:    9880/  10000 (98.80%), best:    9904/10000 (99.04%), error:       361.35205, best error:       323.17941 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 784.6607055664s, input_fired_time: 10.2062759399, output_fired_time: 10.4882736206, propagate_forward_time: 292.6691589355, propagate_backward_time: 461.2008361816, weight_update_time: 0.9155110121, other_time: 10.0961303711
epoch time: 60.6965637207s, input_fired_time: 1.2426697016, output_fired_time: 0.0000000000, propagate_forward_time: 57.6815948486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7723007202
validation[          , genome 12205] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       357.81122, best error:       323.17941 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 785.1306152344s, input_fired_time: 10.2222051620, output_fired_time: 10.5350246429, propagate_forward_time: 293.6285095215, propagate_backward_time: 460.5880737305, weight_update_time: 0.9162811041, other_time: 10.1567687988
epoch time: 61.5621376038s, input_fired_time: 1.2719346285, output_fired_time: 0.0000000000, propagate_forward_time: 58.4813537598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8088493347
validation[          , genome 12205] predictions:    9880/  10000 (98.80%), best:    9904/10000 (99.04%), error:       360.86789, best error:       323.17941 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 784.9898681641s, input_fired_time: 10.2030029297, output_fired_time: 10.5483131409, propagate_forward_time: 293.1342163086, propagate_backward_time: 460.9498596191, weight_update_time: 0.9257385135, other_time: 10.1544494629
epoch time: 61.8088188171s, input_fired_time: 1.2710218430, output_fired_time: 0.0000000000, propagate_forward_time: 58.7416763306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7961196899
validation[          , genome 12205] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       353.15836, best error:       323.17941 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 786.0611572266s, input_fired_time: 10.2007064819, output_fired_time: 10.5008716583, propagate_forward_time: 293.4813232422, propagate_backward_time: 461.7552795410, weight_update_time: 0.9202228189, other_time: 10.1230163574
epoch time: 61.6048240662s, input_fired_time: 1.2620909214, output_fired_time: 0.0000000000, propagate_forward_time: 58.5518226624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7909088135
validation[          , genome 12205] predictions:    9898/  10000 (98.98%), best:    9904/10000 (99.04%), error:       351.33786, best error:       323.17941 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 786.7534179688s, input_fired_time: 10.2280197144, output_fired_time: 10.5567445755, propagate_forward_time: 294.0168457031, propagate_backward_time: 461.8035888672, weight_update_time: 0.9214310050, other_time: 10.1481933594
epoch time: 61.8462142944s, input_fired_time: 1.2758840322, output_fired_time: 0.0000000000, propagate_forward_time: 58.7625465393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8077850342
validation[          , genome 12205] predictions:    9900/  10000 (99.00%), best:    9904/10000 (99.04%), error:       330.79956, best error:       323.17941 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 783.4962158203s, input_fired_time: 10.2240638733, output_fired_time: 10.5377216339, propagate_forward_time: 292.3399353027, propagate_backward_time: 460.1673278809, weight_update_time: 0.9196746349, other_time: 10.2271728516
epoch time: 61.5842895508s, input_fired_time: 1.2714828253, output_fired_time: 0.0000000000, propagate_forward_time: 58.4832916260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8295135498
validation[          , genome 12205] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       337.65439, best error:       323.17941 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 783.4473266602s, input_fired_time: 10.2238302231, output_fired_time: 10.5161314011, propagate_forward_time: 292.6498718262, propagate_backward_time: 459.8126220703, weight_update_time: 0.9162853956, other_time: 10.2449035645
epoch time: 61.6418418884s, input_fired_time: 1.2809909582, output_fired_time: 0.0000000000, propagate_forward_time: 58.5118484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8490028381
validation[          , genome 12205] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       329.85336, best error:       323.17941 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 786.2656860352s, input_fired_time: 10.2375087738, output_fired_time: 10.5711688995, propagate_forward_time: 293.8801879883, propagate_backward_time: 461.3381652832, weight_update_time: 0.9219048619, other_time: 10.2386779785
epoch time: 61.7803497314s, input_fired_time: 1.2817646265, output_fired_time: 0.0000000000, propagate_forward_time: 58.6521453857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8464393616
validation[          , genome 12205] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       331.69421, best error:       323.17941 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 787.8809204102s, input_fired_time: 10.2634878159, output_fired_time: 10.5838193893, propagate_forward_time: 294.2943725586, propagate_backward_time: 462.4633483887, weight_update_time: 0.9218327999, other_time: 10.2759094238
epoch time: 62.1927490234s, input_fired_time: 1.2747677565, output_fired_time: 0.0000000000, propagate_forward_time: 59.1034240723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8145561218
validation[          , genome 12205] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       329.27560, best error:       323.17941 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 788.8466186523s, input_fired_time: 10.2611293793, output_fired_time: 10.5950956345, propagate_forward_time: 295.0809326172, propagate_backward_time: 462.7076416016, weight_update_time: 0.9211893678, other_time: 10.2018432617
epoch time: 62.4167594910s, input_fired_time: 1.2757927179, output_fired_time: 0.0000000000, propagate_forward_time: 59.3394546509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8015136719
validation[          , genome 12205] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       345.88367, best error:       323.17941 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 787.3026733398s, input_fired_time: 10.2670869827, output_fired_time: 10.5171470642, propagate_forward_time: 294.3137817383, propagate_backward_time: 461.9390563965, weight_update_time: 0.9275333881, other_time: 10.2655944824
epoch time: 61.1759643555s, input_fired_time: 1.2722109556, output_fired_time: 0.0000000000, propagate_forward_time: 58.0773010254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8264541626
validation[          , genome 12205] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       361.87512, best error:       323.17941 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 785.1332397461s, input_fired_time: 10.2585821152, output_fired_time: 10.5238275528, propagate_forward_time: 293.8656616211, propagate_backward_time: 460.2355957031, weight_update_time: 0.9176227450, other_time: 10.2495727539
epoch time: 61.2648353577s, input_fired_time: 1.2643537521, output_fired_time: 0.0000000000, propagate_forward_time: 58.1858100891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8146705627
validation[          , genome 12205] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       328.85950, best error:       323.17941 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 787.4924926758s, input_fired_time: 10.2387027740, output_fired_time: 10.5849046707, propagate_forward_time: 293.6868591309, propagate_backward_time: 462.7438659668, weight_update_time: 0.9201018810, other_time: 10.2381591797
epoch time: 62.0407066345s, input_fired_time: 1.2779455185, output_fired_time: 0.0000000000, propagate_forward_time: 58.9500389099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8127212524
validation[          , genome 12205] predictions:    9905/  10000 (99.05%), best:    9904/10000 (99.04%), error:       324.74390, best error:       323.17941 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 784.8912353516s, input_fired_time: 10.2297105789, output_fired_time: 10.5533666611, propagate_forward_time: 292.9081726074, propagate_backward_time: 460.9975280762, weight_update_time: 0.9154964089, other_time: 10.2024536133
epoch time: 61.5084648132s, input_fired_time: 1.2770688534, output_fired_time: 0.0000000000, propagate_forward_time: 58.4002456665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8311500549
validation[          , genome 12205] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       341.99283, best error:       323.17941 on epoch:    81, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 309.4046936035s, input_fired_time: 6.3672194481, output_fired_time: 0.0000000000, propagate_forward_time: 293.9130249023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.1244506836
best training[          , genome 12205] predictions:   49999/  50000 (100.00%), best:    9904/10000 (99.04%), error:       141.18806, best error:       323.17941 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 61.2442779541s, input_fired_time: 1.2623878717, output_fired_time: 0.0000000000, propagate_forward_time: 58.1734733582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8084182739
   testing[          , genome 12205] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       285.56021, best error:       323.17941 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:11:33 (1296): called boinc_finish(0)

</stderr_txt>
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