Nameexact_genome_1512568488_43_6991_0
Workunit2606257
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:16:25 UTC
Report deadline16 Dec 2017, 14:31:28 UTC
Received8 Dec 2017, 2:21:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64882
Run time2 hours 45 min 4 sec
CPU time2 hours 45 min 3 sec
Validate stateValid
Credit2,158.86
Device peak FLOPS4.55 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.26 MB
Peak swap size152.16 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 90.5753097534s, input_fired_time: 0.7792318463, output_fired_time: 0.5983099341, propagate_forward_time: 35.0971145630, propagate_backward_time: 52.5068206787, weight_update_time: 0.0872849301, other_time: 1.5938339233
epoch time: 7.6845827103s, input_fired_time: 0.0847335234, output_fired_time: 0.0000000000, propagate_forward_time: 7.3069663048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928829193
validation[          , genome  6991] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       912.76007, best error:       912.76007 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.6263046265s, input_fired_time: 0.7725542784, output_fired_time: 0.5940616727, propagate_forward_time: 34.6595153809, propagate_backward_time: 52.0150909424, weight_update_time: 0.0865688249, other_time: 1.5850830078
epoch time: 7.4116034508s, input_fired_time: 0.0829752982, output_fired_time: 0.0000000000, propagate_forward_time: 7.0410571098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875709534
validation[          , genome  6991] predictions:    9702/  10000 (97.02%), best:    9724/10000 (97.24%), error:       988.24036, best error:       912.76007 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.7806320190s, input_fired_time: 0.7762314677, output_fired_time: 0.5945829153, propagate_forward_time: 34.7827033997, propagate_backward_time: 52.0403099060, weight_update_time: 0.0866019428, other_time: 1.5868072510
epoch time: 7.5743098259s, input_fired_time: 0.0842277929, output_fired_time: 0.0000000000, propagate_forward_time: 7.1962714195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938108444
validation[          , genome  6991] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:      1000.82770, best error:       912.76007 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.7688293457s, input_fired_time: 0.7789705992, output_fired_time: 0.5969080329, propagate_forward_time: 35.1992950439, propagate_backward_time: 52.5984306335, weight_update_time: 0.0872663558, other_time: 1.5952262878
epoch time: 7.5452537537s, input_fired_time: 0.0851219445, output_fired_time: 0.0000000000, propagate_forward_time: 7.1708817482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892498970
validation[          , genome  6991] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       898.52991, best error:       898.52991 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.6542282104s, input_fired_time: 0.7694271803, output_fired_time: 0.5909110904, propagate_forward_time: 34.2686538696, propagate_backward_time: 51.4503974915, weight_update_time: 0.0859469548, other_time: 1.5748405457
epoch time: 7.7700357437s, input_fired_time: 0.0863149911, output_fired_time: 0.0000000000, propagate_forward_time: 7.3857398033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979807854
validation[          , genome  6991] predictions:    9605/  10000 (96.05%), best:    9734/10000 (97.34%), error:      1265.80933, best error:       898.52991 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.7759094238s, input_fired_time: 0.7758658528, output_fired_time: 0.5903499722, propagate_forward_time: 34.8756866455, propagate_backward_time: 51.9511985779, weight_update_time: 0.0861925632, other_time: 1.5828132629
epoch time: 7.5912938118s, input_fired_time: 0.0853603110, output_fired_time: 0.0000000000, propagate_forward_time: 7.2153587341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905745506
validation[          , genome  6991] predictions:    9643/  10000 (96.43%), best:    9734/10000 (97.34%), error:      1173.08801, best error:       898.52991 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.1460418701s, input_fired_time: 0.7776249051, output_fired_time: 0.5982135534, propagate_forward_time: 34.8756065369, propagate_backward_time: 52.3069992065, weight_update_time: 0.0869937092, other_time: 1.5875968933
epoch time: 7.1997113228s, input_fired_time: 0.0816953257, output_fired_time: 0.0000000000, propagate_forward_time: 6.8379521370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800636292
validation[          , genome  6991] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       899.16003, best error:       898.52991 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.8416595459s, input_fired_time: 0.7722688913, output_fired_time: 0.5856964588, propagate_forward_time: 34.5360984802, propagate_backward_time: 51.3716773987, weight_update_time: 0.0854977518, other_time: 1.5759201050
epoch time: 7.3107790947s, input_fired_time: 0.0830810666, output_fired_time: 0.0000000000, propagate_forward_time: 6.9431939125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845039368
validation[          , genome  6991] predictions:    9688/  10000 (96.88%), best:    9734/10000 (97.34%), error:      1012.84937, best error:       898.52991 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.5435485840s, input_fired_time: 0.7753207684, output_fired_time: 0.5924364328, propagate_forward_time: 34.7339897156, propagate_backward_time: 51.8590927124, weight_update_time: 0.0863273889, other_time: 1.5827064514
epoch time: 7.5064167976s, input_fired_time: 0.0855294168, output_fired_time: 0.0000000000, propagate_forward_time: 7.1344981194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863893509
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       929.98383, best error:       898.52991 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.6042327881s, input_fired_time: 0.7828442454, output_fired_time: 0.5933039188, propagate_forward_time: 35.2862815857, propagate_backward_time: 52.3518562317, weight_update_time: 0.0865307078, other_time: 1.5899429321
epoch time: 7.2500987053s, input_fired_time: 0.0821844935, output_fired_time: 0.0000000000, propagate_forward_time: 6.8840203285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838940620
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       946.17981, best error:       898.52991 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.2065353394s, input_fired_time: 0.7857670188, output_fired_time: 0.6046723127, propagate_forward_time: 35.2837867737, propagate_backward_time: 52.9295578003, weight_update_time: 0.0880160630, other_time: 1.6027488708
epoch time: 7.5481710434s, input_fired_time: 0.0851247907, output_fired_time: 0.0000000000, propagate_forward_time: 7.1724371910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906088829
validation[          , genome  6991] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       824.65558, best error:       824.65558 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.6882553101s, input_fired_time: 0.7787459493, output_fired_time: 0.5903538465, propagate_forward_time: 34.8686256409, propagate_backward_time: 51.8647308350, weight_update_time: 0.0864534155, other_time: 1.5857963562
epoch time: 7.4570422173s, input_fired_time: 0.0855005980, output_fired_time: 0.0000000000, propagate_forward_time: 7.0843138695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872276306
validation[          , genome  6991] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       889.89465, best error:       824.65558 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.0012817383s, input_fired_time: 0.7799318433, output_fired_time: 0.5886303186, propagate_forward_time: 35.0414352417, propagate_backward_time: 52.0023269653, weight_update_time: 0.0864957273, other_time: 1.5889587402
epoch time: 7.3990278244s, input_fired_time: 0.0840179920, output_fired_time: 0.0000000000, propagate_forward_time: 7.0277271271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872829437
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       871.95331, best error:       824.65558 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.0886917114s, input_fired_time: 0.7806599140, output_fired_time: 0.5859960914, propagate_forward_time: 35.1661033630, propagate_backward_time: 51.9698028564, weight_update_time: 0.0861276835, other_time: 1.5861244202
epoch time: 7.2872595787s, input_fired_time: 0.0838727355, output_fired_time: 0.0000000000, propagate_forward_time: 6.9180898666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852969170
validation[          , genome  6991] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1068.09802, best error:       824.65558 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.9350204468s, input_fired_time: 0.7853931189, output_fired_time: 0.5854589343, propagate_forward_time: 35.6371765137, propagate_backward_time: 52.3356437683, weight_update_time: 0.0862901211, other_time: 1.5913505554
epoch time: 7.6064286232s, input_fired_time: 0.0869260356, output_fired_time: 0.0000000000, propagate_forward_time: 7.2298445702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896580696
validation[          , genome  6991] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1026.32837, best error:       824.65558 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.9823608398s, input_fired_time: 0.7872786522, output_fired_time: 0.5878165960, propagate_forward_time: 35.6127891541, propagate_backward_time: 52.3971633911, weight_update_time: 0.0867347121, other_time: 1.5973167419
epoch time: 7.4354672432s, input_fired_time: 0.0841838717, output_fired_time: 0.0000000000, propagate_forward_time: 7.0585761070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927074432
validation[          , genome  6991] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       997.96033, best error:       824.65558 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.1467285156s, input_fired_time: 0.7870835662, output_fired_time: 0.5861587524, propagate_forward_time: 35.7088317871, propagate_backward_time: 52.4660568237, weight_update_time: 0.0865468085, other_time: 1.5985946655
epoch time: 7.5393872261s, input_fired_time: 0.0863383785, output_fired_time: 0.0000000000, propagate_forward_time: 7.1622438431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908048630
validation[          , genome  6991] predictions:    9657/  10000 (96.57%), best:    9748/10000 (97.48%), error:      1116.51355, best error:       824.65558 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.3319549561s, input_fired_time: 0.7778577209, output_fired_time: 0.5801504254, propagate_forward_time: 34.9204139709, propagate_backward_time: 51.4685325623, weight_update_time: 0.0855932534, other_time: 1.5850067139
epoch time: 7.5969963074s, input_fired_time: 0.0871782973, output_fired_time: 0.0000000000, propagate_forward_time: 7.2185859680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912321091
validation[          , genome  6991] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       914.14685, best error:       824.65558 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.2628707886s, input_fired_time: 0.7775141597, output_fired_time: 0.5777201056, propagate_forward_time: 34.9868164062, propagate_backward_time: 51.3360176086, weight_update_time: 0.0850596428, other_time: 1.5848045349
epoch time: 7.7444014549s, input_fired_time: 0.0890978724, output_fired_time: 0.0000000000, propagate_forward_time: 7.3654885292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898149490
validation[          , genome  6991] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       936.25061, best error:       824.65558 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.5583724976s, input_fired_time: 0.7851087451, output_fired_time: 0.5847892165, propagate_forward_time: 35.4261054993, propagate_backward_time: 52.1686782837, weight_update_time: 0.0861064494, other_time: 1.5936927795
epoch time: 7.2492656708s, input_fired_time: 0.0850569233, output_fired_time: 0.0000000000, propagate_forward_time: 6.8813815117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828273773
validation[          , genome  6991] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       916.48358, best error:       824.65558 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.0773010254s, input_fired_time: 0.7912526131, output_fired_time: 0.5906251073, propagate_forward_time: 35.6142807007, propagate_backward_time: 52.4863510132, weight_update_time: 0.0869364962, other_time: 1.5947952271
epoch time: 7.5893445015s, input_fired_time: 0.0880267397, output_fired_time: 0.0000000000, propagate_forward_time: 7.2129759789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883419991
validation[          , genome  6991] predictions:    9691/  10000 (96.91%), best:    9748/10000 (97.48%), error:       999.35181, best error:       824.65558 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 90.0736770630s, input_fired_time: 0.7839764953, output_fired_time: 0.5817533731, propagate_forward_time: 35.2841148376, propagate_backward_time: 51.8321533203, weight_update_time: 0.0860254839, other_time: 1.5916786194
epoch time: 7.4886965752s, input_fired_time: 0.0867857262, output_fired_time: 0.0000000000, propagate_forward_time: 7.1145319939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873787880
validation[          , genome  6991] predictions:    9673/  10000 (96.73%), best:    9748/10000 (97.48%), error:      1038.04651, best error:       824.65558 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.2426223755s, input_fired_time: 0.7911584377, output_fired_time: 0.5937457681, propagate_forward_time: 35.6178932190, propagate_backward_time: 52.6341209412, weight_update_time: 0.0873121545, other_time: 1.6057052612
epoch time: 7.3141560555s, input_fired_time: 0.0846865401, output_fired_time: 0.0000000000, propagate_forward_time: 6.9436168671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858524323
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       855.08997, best error:       824.65558 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.8088912964s, input_fired_time: 0.7891389132, output_fired_time: 0.5820338726, propagate_forward_time: 35.6572418213, propagate_backward_time: 52.1879463196, weight_update_time: 0.0859659985, other_time: 1.5925331116
epoch time: 7.5595316887s, input_fired_time: 0.0883965194, output_fired_time: 0.0000000000, propagate_forward_time: 7.1852016449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859334946
validation[          , genome  6991] predictions:    9707/  10000 (97.07%), best:    9748/10000 (97.48%), error:       942.24652, best error:       824.65558 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.6936416626s, input_fired_time: 0.7896291018, output_fired_time: 0.5831918120, propagate_forward_time: 35.5456848145, propagate_backward_time: 52.1858520508, weight_update_time: 0.0861855447, other_time: 1.5892868042
epoch time: 7.6580672264s, input_fired_time: 0.0883724540, output_fired_time: 0.0000000000, propagate_forward_time: 7.2806806564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890143394
validation[          , genome  6991] predictions:    9690/  10000 (96.90%), best:    9748/10000 (97.48%), error:       980.00098, best error:       824.65558 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.1858291626s, input_fired_time: 0.7928113341, output_fired_time: 0.5855016112, propagate_forward_time: 35.7655334473, propagate_backward_time: 52.4486007690, weight_update_time: 0.0865377039, other_time: 1.5933837891
epoch time: 7.6267342567s, input_fired_time: 0.0885874256, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436604500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944865227
validation[          , genome  6991] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:       981.70593, best error:       824.65558 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.3378524780s, input_fired_time: 0.7822131515, output_fired_time: 0.5755442977, propagate_forward_time: 35.0630683899, propagate_backward_time: 51.3366699219, weight_update_time: 0.0847828537, other_time: 1.5803565979
epoch time: 7.4334664345s, input_fired_time: 0.0860351399, output_fired_time: 0.0000000000, propagate_forward_time: 7.0608468056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865843773
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       824.34967, best error:       824.34967 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.2460861206s, input_fired_time: 0.7824478149, output_fired_time: 0.5752066970, propagate_forward_time: 34.9875831604, propagate_backward_time: 51.3233222961, weight_update_time: 0.0852481350, other_time: 1.5775299072
epoch time: 7.5979290009s, input_fired_time: 0.0877745897, output_fired_time: 0.0000000000, propagate_forward_time: 7.2167491913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934050560
validation[          , genome  6991] predictions:    9743/  10000 (97.43%), best:    9739/10000 (97.39%), error:       855.37299, best error:       824.34967 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.6144561768s, input_fired_time: 0.7910428047, output_fired_time: 0.5858666301, propagate_forward_time: 35.4535980225, propagate_backward_time: 52.1906204224, weight_update_time: 0.0862443149, other_time: 1.5933227539
epoch time: 7.5597677231s, input_fired_time: 0.0881520361, output_fired_time: 0.0000000000, propagate_forward_time: 7.1829295158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886862755
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9739/10000 (97.39%), error:       883.42896, best error:       824.34967 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.8360061646s, input_fired_time: 0.7802298069, output_fired_time: 0.5780648589, propagate_forward_time: 34.7409858704, propagate_backward_time: 51.1595726013, weight_update_time: 0.0847248882, other_time: 1.5771560669
epoch time: 7.2107920647s, input_fired_time: 0.0830091313, output_fired_time: 0.0000000000, propagate_forward_time: 6.8458333015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819495201
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       909.02533, best error:       824.34967 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.4593048096s, input_fired_time: 0.7903602719, output_fired_time: 0.5877205133, propagate_forward_time: 35.3148727417, propagate_backward_time: 52.1751289368, weight_update_time: 0.0863319635, other_time: 1.5912208557
epoch time: 7.5054559708s, input_fired_time: 0.0874708518, output_fired_time: 0.0000000000, propagate_forward_time: 7.1317467690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862381935
validation[          , genome  6991] predictions:    9744/  10000 (97.44%), best:    9739/10000 (97.39%), error:       844.84906, best error:       824.34967 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.4004745483s, input_fired_time: 0.7890018225, output_fired_time: 0.5858791471, propagate_forward_time: 35.3879585266, propagate_backward_time: 52.0447349548, weight_update_time: 0.0858640447, other_time: 1.5929031372
epoch time: 7.3743071556s, input_fired_time: 0.0866889805, output_fired_time: 0.0000000000, propagate_forward_time: 6.9990940094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885241508
validation[          , genome  6991] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       875.42108, best error:       824.34967 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.3450164795s, input_fired_time: 0.7889015675, output_fired_time: 0.5889059305, propagate_forward_time: 35.2427291870, propagate_backward_time: 52.1311645508, weight_update_time: 0.0861411020, other_time: 1.5933151245
epoch time: 7.4914212227s, input_fired_time: 0.0870515704, output_fired_time: 0.0000000000, propagate_forward_time: 7.1140131950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903566360
validation[          , genome  6991] predictions:    9680/  10000 (96.80%), best:    9739/10000 (97.39%), error:      1047.34351, best error:       824.34967 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.3971176147s, input_fired_time: 0.7944315672, output_fired_time: 0.5924791694, propagate_forward_time: 35.7019958496, propagate_backward_time: 52.6990890503, weight_update_time: 0.0870339870, other_time: 1.6091232300
epoch time: 7.7332625389s, input_fired_time: 0.0901259854, output_fired_time: 0.0000000000, propagate_forward_time: 7.3481359482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950005531
validation[          , genome  6991] predictions:    9740/  10000 (97.40%), best:    9739/10000 (97.39%), error:       836.50500, best error:       824.34967 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.2407073975s, input_fired_time: 0.7914144993, output_fired_time: 0.5823602676, propagate_forward_time: 35.3429298401, propagate_backward_time: 51.9311714172, weight_update_time: 0.0857139602, other_time: 1.5928344727
epoch time: 7.4180612564s, input_fired_time: 0.0866310820, output_fired_time: 0.0000000000, propagate_forward_time: 7.0390748978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923550606
validation[          , genome  6991] predictions:    9729/  10000 (97.29%), best:    9739/10000 (97.39%), error:       868.02271, best error:       824.34967 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.1279678345s, input_fired_time: 0.7846820951, output_fired_time: 0.5724235773, propagate_forward_time: 35.0154762268, propagate_backward_time: 51.1760177612, weight_update_time: 0.0845524743, other_time: 1.5793647766
epoch time: 7.2264442444s, input_fired_time: 0.0853542015, output_fired_time: 0.0000000000, propagate_forward_time: 6.8556060791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854838371
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       802.43665, best error:       802.43665 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.3291320801s, input_fired_time: 0.7933951020, output_fired_time: 0.5846669674, propagate_forward_time: 35.3565902710, propagate_backward_time: 51.9993591309, weight_update_time: 0.0858977214, other_time: 1.5951232910
epoch time: 7.6693148613s, input_fired_time: 0.0899659917, output_fired_time: 0.0000000000, propagate_forward_time: 7.2863397598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930092812
validation[          , genome  6991] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       936.79395, best error:       802.43665 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.1793060303s, input_fired_time: 0.7902441025, output_fired_time: 0.5850602388, propagate_forward_time: 35.2812080383, propagate_backward_time: 51.9279556274, weight_update_time: 0.0859494209, other_time: 1.5948371887
epoch time: 7.2857108116s, input_fired_time: 0.0854620561, output_fired_time: 0.0000000000, propagate_forward_time: 6.9126262665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876224518
validation[          , genome  6991] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       902.31366, best error:       802.43665 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.1900787354s, input_fired_time: 0.7911996245, output_fired_time: 0.5908945203, propagate_forward_time: 35.1248359680, propagate_backward_time: 52.0889244080, weight_update_time: 0.0865789950, other_time: 1.5942230225
epoch time: 7.4533267021s, input_fired_time: 0.0871152729, output_fired_time: 0.0000000000, propagate_forward_time: 7.0794420242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867693901
validation[          , genome  6991] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       792.70294, best error:       792.70294 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.8135681152s, input_fired_time: 0.7952199578, output_fired_time: 0.5884270072, propagate_forward_time: 35.4945983887, propagate_backward_time: 52.3400573730, weight_update_time: 0.0864020213, other_time: 1.5952682495
epoch time: 7.3509898186s, input_fired_time: 0.0863614306, output_fired_time: 0.0000000000, propagate_forward_time: 6.9770956039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875328064
validation[          , genome  6991] predictions:    9713/  10000 (97.13%), best:    9775/10000 (97.75%), error:       925.03351, best error:       792.70294 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.1387023926s, input_fired_time: 0.7906490564, output_fired_time: 0.5793890953, propagate_forward_time: 35.3422203064, propagate_backward_time: 51.8358879089, weight_update_time: 0.0854384601, other_time: 1.5905532837
epoch time: 7.5483956337s, input_fired_time: 0.0876837447, output_fired_time: 0.0000000000, propagate_forward_time: 7.1711268425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895851135
validation[          , genome  6991] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       844.35956, best error:       792.70294 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.6497116089s, input_fired_time: 0.7944554090, output_fired_time: 0.5836661458, propagate_forward_time: 35.6205863953, propagate_backward_time: 52.0499153137, weight_update_time: 0.0859039500, other_time: 1.6010894775
epoch time: 7.5056090355s, input_fired_time: 0.0868535712, output_fired_time: 0.0000000000, propagate_forward_time: 7.1266093254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921462059
validation[          , genome  6991] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       856.82452, best error:       792.70294 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.0343170166s, input_fired_time: 0.7983385921, output_fired_time: 0.5845672488, propagate_forward_time: 35.7525177002, propagate_backward_time: 52.2968902588, weight_update_time: 0.0861391053, other_time: 1.6020050049
epoch time: 7.6313066483s, input_fired_time: 0.0896561220, output_fired_time: 0.0000000000, propagate_forward_time: 7.2529730797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886772156
validation[          , genome  6991] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       824.48181, best error:       792.70294 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.9578781128s, input_fired_time: 0.7929058671, output_fired_time: 0.5844965577, propagate_forward_time: 35.1675148010, propagate_backward_time: 51.8232612610, weight_update_time: 0.0859869868, other_time: 1.5896987915
epoch time: 7.2917618752s, input_fired_time: 0.0864931941, output_fired_time: 0.0000000000, propagate_forward_time: 6.9191064835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861623764
validation[          , genome  6991] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       814.88379, best error:       792.70294 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.4286727905s, input_fired_time: 0.7961573601, output_fired_time: 0.5853489637, propagate_forward_time: 35.3585090637, propagate_backward_time: 52.0953025818, weight_update_time: 0.0861620456, other_time: 1.5933532715
epoch time: 7.0077915192s, input_fired_time: 0.0843528509, output_fired_time: 0.0000000000, propagate_forward_time: 6.6465778351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768607140
validation[          , genome  6991] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       907.05804, best error:       792.70294 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.4632034302s, input_fired_time: 0.7965271473, output_fired_time: 0.5874297619, propagate_forward_time: 35.3325424194, propagate_backward_time: 52.1504859924, weight_update_time: 0.0862259045, other_time: 1.5962181091
epoch time: 7.5392909050s, input_fired_time: 0.0891739875, output_fired_time: 0.0000000000, propagate_forward_time: 7.1653690338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847480774
validation[          , genome  6991] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       851.50580, best error:       792.70294 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.5488891602s, input_fired_time: 0.7958424091, output_fired_time: 0.5836160779, propagate_forward_time: 35.4596214294, propagate_backward_time: 52.1167602539, weight_update_time: 0.0860055983, other_time: 1.5930442810
epoch time: 7.4884295464s, input_fired_time: 0.0882589892, output_fired_time: 0.0000000000, propagate_forward_time: 7.1120266914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881436348
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       876.88318, best error:       792.70294 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.4526290894s, input_fired_time: 0.7911465168, output_fired_time: 0.5791087151, propagate_forward_time: 34.9718551636, propagate_backward_time: 51.5232429504, weight_update_time: 0.0851367190, other_time: 1.5872764587
epoch time: 7.2961912155s, input_fired_time: 0.0849278793, output_fired_time: 0.0000000000, propagate_forward_time: 6.9273505211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839126587
validation[          , genome  6991] predictions:    9747/  10000 (97.47%), best:    9775/10000 (97.75%), error:       870.29077, best error:       792.70294 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.2171936035s, input_fired_time: 0.7928275466, output_fired_time: 0.5831214786, propagate_forward_time: 35.2957534790, propagate_backward_time: 51.9499015808, weight_update_time: 0.0856450349, other_time: 1.5955924988
epoch time: 7.4239230156s, input_fired_time: 0.0883554369, output_fired_time: 0.0000000000, propagate_forward_time: 7.0522327423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833347321
validation[          , genome  6991] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       913.79578, best error:       792.70294 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.6748886108s, input_fired_time: 0.7913199663, output_fired_time: 0.5855292082, propagate_forward_time: 34.9516181946, propagate_backward_time: 51.7618484497, weight_update_time: 0.0855992511, other_time: 1.5845756531
epoch time: 7.5084896088s, input_fired_time: 0.0886095390, output_fired_time: 0.0000000000, propagate_forward_time: 7.1299839020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898960114
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       883.52063, best error:       792.70294 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.4094009399s, input_fired_time: 0.7905828953, output_fired_time: 0.5815853477, propagate_forward_time: 34.8749542236, propagate_backward_time: 51.5783348083, weight_update_time: 0.0853494555, other_time: 1.5839424133
epoch time: 7.4332361221s, input_fired_time: 0.0870591402, output_fired_time: 0.0000000000, propagate_forward_time: 7.0579781532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881989479
validation[          , genome  6991] predictions:    9704/  10000 (97.04%), best:    9775/10000 (97.75%), error:       951.61816, best error:       792.70294 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.5863952637s, input_fired_time: 0.7972652912, output_fired_time: 0.5895813704, propagate_forward_time: 35.3710861206, propagate_backward_time: 52.2308769226, weight_update_time: 0.0861352384, other_time: 1.5975837708
epoch time: 7.5547571182s, input_fired_time: 0.0880064294, output_fired_time: 0.0000000000, propagate_forward_time: 7.1733150482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934355736
validation[          , genome  6991] predictions:    9686/  10000 (96.86%), best:    9775/10000 (97.75%), error:       988.59644, best error:       792.70294 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.2621612549s, input_fired_time: 0.8010815382, output_fired_time: 0.5893800259, propagate_forward_time: 35.7199859619, propagate_backward_time: 52.5532684326, weight_update_time: 0.0864109248, other_time: 1.5984497070
epoch time: 7.5313410759s, input_fired_time: 0.0889503285, output_fired_time: 0.0000000000, propagate_forward_time: 7.1503262520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920646667
validation[          , genome  6991] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       787.69073, best error:       787.69073 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.1259002686s, input_fired_time: 0.7959365845, output_fired_time: 0.5854994655, propagate_forward_time: 35.2043991089, propagate_backward_time: 51.9445037842, weight_update_time: 0.0858240500, other_time: 1.5955581665
epoch time: 7.6061182022s, input_fired_time: 0.0894720852, output_fired_time: 0.0000000000, propagate_forward_time: 7.2246589661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919869423
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       853.56439, best error:       787.69073 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.9297027588s, input_fired_time: 0.7952278256, output_fired_time: 0.5847914219, propagate_forward_time: 35.1635246277, propagate_backward_time: 51.7967681885, weight_update_time: 0.0856849998, other_time: 1.5893898010
epoch time: 7.2837018967s, input_fired_time: 0.0854052827, output_fired_time: 0.0000000000, propagate_forward_time: 6.9089760780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893204689
validation[          , genome  6991] predictions:    9630/  10000 (96.30%), best:    9762/10000 (97.62%), error:      1097.90161, best error:       787.69073 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.6894531250s, input_fired_time: 0.7997123599, output_fired_time: 0.5883290172, propagate_forward_time: 35.4335746765, propagate_backward_time: 52.2587356567, weight_update_time: 0.0866015628, other_time: 1.6091041565
epoch time: 7.4118447304s, input_fired_time: 0.0872874632, output_fired_time: 0.0000000000, propagate_forward_time: 7.0325198174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920374870
validation[          , genome  6991] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       841.13245, best error:       787.69073 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.4329299927s, input_fired_time: 0.8053928614, output_fired_time: 0.5934467912, propagate_forward_time: 35.7036094666, propagate_backward_time: 52.7192230225, weight_update_time: 0.0871160105, other_time: 1.6112632751
epoch time: 7.3669071198s, input_fired_time: 0.0871229470, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939546585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858295441
validation[          , genome  6991] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       877.65710, best error:       787.69073 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.6541748047s, input_fired_time: 0.7990640402, output_fired_time: 0.5906855464, propagate_forward_time: 35.3627090454, propagate_backward_time: 52.2985191345, weight_update_time: 0.0866057649, other_time: 1.6031990051
epoch time: 7.3926591873s, input_fired_time: 0.0874591991, output_fired_time: 0.0000000000, propagate_forward_time: 7.0165033340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886967659
validation[          , genome  6991] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       813.87628, best error:       787.69073 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.6134948730s, input_fired_time: 0.7998463511, output_fired_time: 0.5884166956, propagate_forward_time: 35.4495468140, propagate_backward_time: 52.1723403931, weight_update_time: 0.0864132643, other_time: 1.6033477783
epoch time: 7.4412770271s, input_fired_time: 0.0882821381, output_fired_time: 0.0000000000, propagate_forward_time: 7.0607857704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922091484
validation[          , genome  6991] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       815.24298, best error:       787.69073 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.3283920288s, input_fired_time: 0.7868056297, output_fired_time: 0.5770680308, propagate_forward_time: 34.4769706726, propagate_backward_time: 50.9049911499, weight_update_time: 0.0845554098, other_time: 1.5825614929
epoch time: 7.5517611504s, input_fired_time: 0.0904057547, output_fired_time: 0.0000000000, propagate_forward_time: 7.1715044975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898507118
validation[          , genome  6991] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       762.05304, best error:       762.05304 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.8816452026s, input_fired_time: 0.7918493748, output_fired_time: 0.5831555128, propagate_forward_time: 34.6797256470, propagate_backward_time: 51.2364311218, weight_update_time: 0.0849414915, other_time: 1.5904884338
epoch time: 7.6012182236s, input_fired_time: 0.0892715603, output_fired_time: 0.0000000000, propagate_forward_time: 7.2177958488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941508293
validation[          , genome  6991] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       823.73999, best error:       762.05304 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.3439483643s, input_fired_time: 0.7999778390, output_fired_time: 0.5869565010, propagate_forward_time: 35.3152809143, propagate_backward_time: 52.0358200073, weight_update_time: 0.0862046331, other_time: 1.6059074402
epoch time: 7.5758852959s, input_fired_time: 0.0900516585, output_fired_time: 0.0000000000, propagate_forward_time: 7.1910734177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947602272
validation[          , genome  6991] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       830.47009, best error:       762.05304 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 89.8982467651s, input_fired_time: 0.7973337770, output_fired_time: 0.5835821629, propagate_forward_time: 35.1717147827, propagate_backward_time: 51.7509574890, weight_update_time: 0.0855487511, other_time: 1.5946617126
epoch time: 7.5704488754s, input_fired_time: 0.0904575959, output_fired_time: 0.0000000000, propagate_forward_time: 7.1906423569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893490791
validation[          , genome  6991] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       780.51251, best error:       762.05304 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.0642242432s, input_fired_time: 0.8022188544, output_fired_time: 0.5950759053, propagate_forward_time: 35.4892120361, propagate_backward_time: 52.5646400452, weight_update_time: 0.0870210826, other_time: 1.6130790710
epoch time: 7.4728856087s, input_fired_time: 0.0886739865, output_fired_time: 0.0000000000, propagate_forward_time: 7.0926613808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915501595
validation[          , genome  6991] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       757.13007, best error:       757.13007 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 89.6826477051s, input_fired_time: 0.7957885265, output_fired_time: 0.5879838467, propagate_forward_time: 34.9961814880, propagate_backward_time: 51.7034378052, weight_update_time: 0.0859131739, other_time: 1.5992546082
epoch time: 7.4519076347s, input_fired_time: 0.0886262953, output_fired_time: 0.0000000000, propagate_forward_time: 7.0744528770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888283730
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       781.19672, best error:       757.13007 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.5149917603s, input_fired_time: 0.7953789830, output_fired_time: 0.5842363834, propagate_forward_time: 34.9806060791, propagate_backward_time: 51.5564002991, weight_update_time: 0.0853567347, other_time: 1.5983695984
epoch time: 7.5001096725s, input_fired_time: 0.0892905295, output_fired_time: 0.0000000000, propagate_forward_time: 7.1163253784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944936752
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       825.28967, best error:       757.13007 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.2215728760s, input_fired_time: 0.8001661301, output_fired_time: 0.5833877921, propagate_forward_time: 35.3782997131, propagate_backward_time: 51.8560295105, weight_update_time: 0.0857143849, other_time: 1.6036911011
epoch time: 6.9361729622s, input_fired_time: 0.0841559395, output_fired_time: 0.0000000000, propagate_forward_time: 6.5766973495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753195763
validation[          , genome  6991] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       803.58795, best error:       757.13007 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.4740219116s, input_fired_time: 0.8021242023, output_fired_time: 0.5801891088, propagate_forward_time: 35.5167121887, propagate_backward_time: 51.9762001038, weight_update_time: 0.0854291022, other_time: 1.5987930298
epoch time: 7.6282639503s, input_fired_time: 0.0907640904, output_fired_time: 0.0000000000, propagate_forward_time: 7.2466716766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908282280
validation[          , genome  6991] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       824.44110, best error:       757.13007 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.9964523315s, input_fired_time: 0.7950466275, output_fired_time: 0.5734248161, propagate_forward_time: 34.8803329468, propagate_backward_time: 51.1689376831, weight_update_time: 0.0846745893, other_time: 1.5787124634
epoch time: 7.2653827667s, input_fired_time: 0.0868705735, output_fired_time: 0.0000000000, propagate_forward_time: 6.8922915459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862205505
validation[          , genome  6991] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       846.77197, best error:       757.13007 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.3658752441s, input_fired_time: 0.8015162945, output_fired_time: 0.5854178667, propagate_forward_time: 35.3116149902, propagate_backward_time: 52.0719795227, weight_update_time: 0.0860502198, other_time: 1.5953483582
epoch time: 7.2989416122s, input_fired_time: 0.0885387287, output_fired_time: 0.0000000000, propagate_forward_time: 6.9246993065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857036591
validation[          , genome  6991] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       817.63953, best error:       757.13007 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.0308380127s, input_fired_time: 0.8008826971, output_fired_time: 0.5783355832, propagate_forward_time: 35.3512992859, propagate_backward_time: 51.7054824829, weight_update_time: 0.0853816792, other_time: 1.5948371887
epoch time: 7.4181938171s, input_fired_time: 0.0884528235, output_fired_time: 0.0000000000, propagate_forward_time: 7.0415720940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881689072
validation[          , genome  6991] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       895.97015, best error:       757.13007 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.9399185181s, input_fired_time: 0.8050703406, output_fired_time: 0.5860388279, propagate_forward_time: 35.6536026001, propagate_backward_time: 52.2893524170, weight_update_time: 0.0862499252, other_time: 1.6058578491
epoch time: 7.5246739388s, input_fired_time: 0.0902426839, output_fired_time: 0.0000000000, propagate_forward_time: 7.1438899040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905411720
validation[          , genome  6991] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       802.26501, best error:       757.13007 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 90.1748504639s, input_fired_time: 0.8023767471, output_fired_time: 0.5809679031, propagate_forward_time: 35.4223785400, propagate_backward_time: 51.7728576660, weight_update_time: 0.0853532404, other_time: 1.5962677002
epoch time: 7.7152786255s, input_fired_time: 0.0925349966, output_fired_time: 0.0000000000, propagate_forward_time: 7.3289551735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937884331
validation[          , genome  6991] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       795.28149, best error:       757.13007 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.8150329590s, input_fired_time: 0.8061124086, output_fired_time: 0.5866633654, propagate_forward_time: 35.5930633545, propagate_backward_time: 52.2276611328, weight_update_time: 0.0861889496, other_time: 1.6015319824
epoch time: 7.4172840118s, input_fired_time: 0.0892701373, output_fired_time: 0.0000000000, propagate_forward_time: 7.0377569199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902569771
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       796.60834, best error:       757.13007 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 89.7084579468s, input_fired_time: 0.8011495471, output_fired_time: 0.5813738108, propagate_forward_time: 35.1670646667, propagate_backward_time: 51.5663223267, weight_update_time: 0.0853655338, other_time: 1.5925483704
epoch time: 7.4563250542s, input_fired_time: 0.0898664817, output_fired_time: 0.0000000000, propagate_forward_time: 7.0774426460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890157700
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       790.68439, best error:       757.13007 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.9674072266s, input_fired_time: 0.8066843152, output_fired_time: 0.5865206718, propagate_forward_time: 35.6890182495, propagate_backward_time: 52.2825088501, weight_update_time: 0.0861148834, other_time: 1.6026763916
epoch time: 6.4342513084s, input_fired_time: 0.0811272487, output_fired_time: 0.0000000000, propagate_forward_time: 6.0885815620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645425797
validation[          , genome  6991] predictions:    9710/  10000 (97.10%), best:    9778/10000 (97.78%), error:       970.51587, best error:       757.13007 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.4854431152s, input_fired_time: 0.8046571016, output_fired_time: 0.5816898942, propagate_forward_time: 35.5532836914, propagate_backward_time: 51.9492988586, weight_update_time: 0.0856291801, other_time: 1.5965156555
epoch time: 7.6338415146s, input_fired_time: 0.0916939303, output_fired_time: 0.0000000000, propagate_forward_time: 7.2480716705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940759659
validation[          , genome  6991] predictions:    9774/  10000 (97.74%), best:    9778/10000 (97.78%), error:       776.58337, best error:       757.13007 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 89.9697570801s, input_fired_time: 0.8035992980, output_fired_time: 0.5813761950, propagate_forward_time: 35.2825622559, propagate_backward_time: 51.7057113647, weight_update_time: 0.0853965580, other_time: 1.5965118408
epoch time: 7.4692878723s, input_fired_time: 0.0908712149, output_fired_time: 0.0000000000, propagate_forward_time: 7.0879163742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905001640
validation[          , genome  6991] predictions:    9771/  10000 (97.71%), best:    9778/10000 (97.78%), error:       801.26117, best error:       757.13007 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5830764771s, input_fired_time: 0.8073964715, output_fired_time: 0.5826414227, propagate_forward_time: 35.6083602905, propagate_backward_time: 51.9890022278, weight_update_time: 0.0855600312, other_time: 1.5956764221
epoch time: 7.6423740387s, input_fired_time: 0.0919721052, output_fired_time: 0.0000000000, propagate_forward_time: 7.2557873726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946147919
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       781.93701, best error:       757.13007 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.0133209229s, input_fired_time: 0.8148145676, output_fired_time: 0.5921432376, propagate_forward_time: 36.1151084900, propagate_backward_time: 52.8729934692, weight_update_time: 0.0870796964, other_time: 1.6182670593
epoch time: 7.5673866272s, input_fired_time: 0.0920149609, output_fired_time: 0.0000000000, propagate_forward_time: 7.1861414909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892303467
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       876.88953, best error:       757.13007 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.4903335571s, input_fired_time: 0.8083261251, output_fired_time: 0.5880820155, propagate_forward_time: 35.4561157227, propagate_backward_time: 52.0365905762, weight_update_time: 0.0863242373, other_time: 1.6012191772
epoch time: 7.7679758072s, input_fired_time: 0.0943952650, output_fired_time: 0.0000000000, propagate_forward_time: 7.3816013336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919793129
validation[          , genome  6991] predictions:    9772/  10000 (97.72%), best:    9778/10000 (97.78%), error:       776.65222, best error:       757.13007 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.6162185669s, input_fired_time: 0.8023528457, output_fired_time: 0.5760324597, propagate_forward_time: 35.1704902649, propagate_backward_time: 51.4806480408, weight_update_time: 0.0848951191, other_time: 1.5866928101
epoch time: 7.3965306282s, input_fired_time: 0.0906973630, output_fired_time: 0.0000000000, propagate_forward_time: 7.0200381279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857952118
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       788.59326, best error:       757.13007 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.1628417969s, input_fired_time: 0.8010911942, output_fired_time: 0.5737794638, propagate_forward_time: 35.0312080383, propagate_backward_time: 51.1714668274, weight_update_time: 0.0846256092, other_time: 1.5852966309
epoch time: 7.5833711624s, input_fired_time: 0.0930019394, output_fired_time: 0.0000000000, propagate_forward_time: 7.2023139000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880554199
validation[          , genome  6991] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       822.51593, best error:       757.13007 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.5798110962s, input_fired_time: 0.8138186336, output_fired_time: 0.5860992074, propagate_forward_time: 35.9521636963, propagate_backward_time: 52.6163825989, weight_update_time: 0.0867013484, other_time: 1.6113471985
epoch time: 7.2201185226s, input_fired_time: 0.0889373198, output_fired_time: 0.0000000000, propagate_forward_time: 6.8514332771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797479630
validation[          , genome  6991] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       771.64270, best error:       757.13007 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.0008773804s, input_fired_time: 0.8080381751, output_fired_time: 0.5827884078, propagate_forward_time: 35.7232742310, propagate_backward_time: 52.2731018066, weight_update_time: 0.0856768787, other_time: 1.6136779785
epoch time: 7.3289561272s, input_fired_time: 0.0889912024, output_fired_time: 0.0000000000, propagate_forward_time: 6.9530582428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869067192
validation[          , genome  6991] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       779.36285, best error:       757.13007 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.1765289307s, input_fired_time: 0.8061211109, output_fired_time: 0.5787962675, propagate_forward_time: 35.4406509399, propagate_backward_time: 51.7538375854, weight_update_time: 0.0852805525, other_time: 1.5971221924
epoch time: 7.2996859550s, input_fired_time: 0.0894877538, output_fired_time: 0.0000000000, propagate_forward_time: 6.9233870506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868113518
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       804.33038, best error:       757.13007 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.6671676636s, input_fired_time: 0.8094745874, output_fired_time: 0.5815229416, propagate_forward_time: 35.6529617310, propagate_backward_time: 52.0209617615, weight_update_time: 0.0857622027, other_time: 1.6022529602
epoch time: 6.8907146454s, input_fired_time: 0.0850027055, output_fired_time: 0.0000000000, propagate_forward_time: 6.5300903320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756214142
validation[          , genome  6991] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       839.69427, best error:       757.13007 on epoch:    77, 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: 37.8102493286s, input_fired_time: 0.4564129114, output_fired_time: 0.0000000000, propagate_forward_time: 35.8751487732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4786872864
best training[          , genome  6991] predictions:   49616/  50000 (99.23%), best:    9778/10000 (97.78%), error:      1537.39966, best error:       757.13007 on epoch:    77, 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: 7.3416519165s, input_fired_time: 0.0863186121, output_fired_time: 0.0000000000, propagate_forward_time: 6.9665455818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887878418
   testing[          , genome  6991] predictions:    9793/  10000 (97.93%), best:    9778/10000 (97.78%), error:       682.04065, best error:       757.13007 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:57:38 (28244): called boinc_finish(0)

</stderr_txt>
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