Nameexact_genome_1509103842_22_17203_1
Workunit2276343
Created28 Oct 2017, 16:00:36 UTC
Sent28 Oct 2017, 16:41:01 UTC
Report deadline15 Dec 2017, 18:15:12 UTC
Received30 Oct 2017, 2:21:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 1 hours 49 min 38 sec
CPU time1 days 1 hours 48 min 25 sec
Validate stateValid
Credit12,016.35
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.76 MB
Peak swap size173.49 MB
Peak disk usage6.29 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 849.0232543945s, input_fired_time: 8.3778371811, output_fired_time: 7.6877684593, propagate_forward_time: 322.4949951172, propagate_backward_time: 501.1571655273, weight_update_time: 0.8529762626, other_time: 9.3055419922
epoch time: 67.3031311035s, input_fired_time: 1.0861235857, output_fired_time: 0.0000000000, propagate_forward_time: 64.6086578369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6083526611
validation[          , genome 17203] predictions:    9837/  10000 (98.37%), best:    9831/10000 (98.31%), error:       512.58276, best error:       512.33936 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 850.4809570313s, input_fired_time: 8.4549007416, output_fired_time: 7.7692766190, propagate_forward_time: 322.9976196289, propagate_backward_time: 501.8721313477, weight_update_time: 0.8566595912, other_time: 9.3870239258
epoch time: 68.1277542114s, input_fired_time: 1.0970461369, output_fired_time: 0.0000000000, propagate_forward_time: 65.3977813721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6329269409
validation[          , genome 17203] predictions:    9833/  10000 (98.33%), best:    9831/10000 (98.31%), error:       528.65411, best error:       512.33936 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 845.9882202148s, input_fired_time: 8.3794431686, output_fired_time: 7.6005220413, propagate_forward_time: 321.1905212402, propagate_backward_time: 499.4777221680, weight_update_time: 0.8604135513, other_time: 9.3399963379
epoch time: 67.4232406616s, input_fired_time: 1.0719555616, output_fired_time: 0.0000000000, propagate_forward_time: 64.7624588013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5888290405
validation[          , genome 17203] predictions:    9840/  10000 (98.40%), best:    9831/10000 (98.31%), error:       518.89526, best error:       512.33936 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 853.2058715820s, input_fired_time: 8.4212636948, output_fired_time: 7.7037672997, propagate_forward_time: 324.3107604980, propagate_backward_time: 503.4870300293, weight_update_time: 0.8560867310, other_time: 9.2829895020
epoch time: 66.8537979126s, input_fired_time: 1.0797541142, output_fired_time: 0.0000000000, propagate_forward_time: 64.1501083374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6239318848
validation[          , genome 17203] predictions:    9820/  10000 (98.20%), best:    9831/10000 (98.31%), error:       549.67065, best error:       512.33936 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 844.7100219727s, input_fired_time: 8.4200363159, output_fired_time: 7.6593461037, propagate_forward_time: 320.7357482910, propagate_backward_time: 498.5006103516, weight_update_time: 0.8494921327, other_time: 9.3942565918
epoch time: 66.9258270264s, input_fired_time: 1.0655264854, output_fired_time: 0.0000000000, propagate_forward_time: 64.2758941650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5844039917
validation[          , genome 17203] predictions:    9827/  10000 (98.27%), best:    9831/10000 (98.31%), error:       542.05493, best error:       512.33936 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 846.6291503906s, input_fired_time: 8.3880758286, output_fired_time: 7.6247310638, propagate_forward_time: 321.8010253906, propagate_backward_time: 499.4084472656, weight_update_time: 0.8622334599, other_time: 9.4068603516
epoch time: 66.8213653564s, input_fired_time: 1.0646040440, output_fired_time: 0.0000000000, propagate_forward_time: 64.1227951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339645386
validation[          , genome 17203] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       500.14056, best error:       500.14056 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 848.4192504883s, input_fired_time: 8.4395313263, output_fired_time: 7.7009940147, propagate_forward_time: 322.6502685547, propagate_backward_time: 500.3797607422, weight_update_time: 0.8413399458, other_time: 9.2487182617
epoch time: 67.5354690552s, input_fired_time: 1.0614267588, output_fired_time: 0.0000000000, propagate_forward_time: 64.8972473145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5767974854
validation[          , genome 17203] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       461.99469, best error:       461.99469 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 857.5350341797s, input_fired_time: 8.4543085098, output_fired_time: 7.7264471054, propagate_forward_time: 325.7331848145, propagate_backward_time: 506.2160644531, weight_update_time: 0.8444340825, other_time: 9.4050292969
epoch time: 67.0248336792s, input_fired_time: 1.0866324902, output_fired_time: 0.0000000000, propagate_forward_time: 64.2908096313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6473922729
validation[          , genome 17203] predictions:    9829/  10000 (98.29%), best:    9842/10000 (98.42%), error:       527.76135, best error:       461.99469 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 842.3610229492s, input_fired_time: 8.4124345779, output_fired_time: 7.6167283058, propagate_forward_time: 320.0962219238, propagate_backward_time: 496.8466796875, weight_update_time: 0.8630090952, other_time: 9.3890075684
epoch time: 67.3726043701s, input_fired_time: 1.0646700859, output_fired_time: 0.0000000000, propagate_forward_time: 64.7438201904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641174316
validation[          , genome 17203] predictions:    9839/  10000 (98.39%), best:    9842/10000 (98.42%), error:       485.65656, best error:       461.99469 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 852.5405273438s, input_fired_time: 8.4669141769, output_fired_time: 7.7079420090, propagate_forward_time: 323.5141601563, propagate_backward_time: 503.5304870605, weight_update_time: 0.8465164900, other_time: 9.3210144043
epoch time: 66.9853515625s, input_fired_time: 1.0731512308, output_fired_time: 0.0000000000, propagate_forward_time: 64.2975311279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6146697998
validation[          , genome 17203] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       446.41656, best error:       446.41656 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 844.8437500000s, input_fired_time: 8.4510536194, output_fired_time: 7.6157021523, propagate_forward_time: 321.2119750977, propagate_backward_time: 498.1661682129, weight_update_time: 0.8637568355, other_time: 9.3988342285
epoch time: 67.9791412354s, input_fired_time: 1.0700566769, output_fired_time: 0.0000000000, propagate_forward_time: 65.3282775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5808105469
validation[          , genome 17203] predictions:    9865/  10000 (98.65%), best:    9863/10000 (98.63%), error:       450.70331, best error:       446.41656 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 849.5225219727s, input_fired_time: 8.4598522186, output_fired_time: 7.6744980812, propagate_forward_time: 322.9424133301, propagate_backward_time: 500.9950256348, weight_update_time: 0.8693208098, other_time: 9.4507446289
epoch time: 67.8838119507s, input_fired_time: 1.0754773617, output_fired_time: 0.0000000000, propagate_forward_time: 65.2127227783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5956115723
validation[          , genome 17203] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       508.33051, best error:       446.41656 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 847.3881225586s, input_fired_time: 8.4773216248, output_fired_time: 7.6790819168, propagate_forward_time: 321.7217407227, propagate_backward_time: 500.0960998535, weight_update_time: 0.8625465631, other_time: 9.4139099121
epoch time: 66.5451660156s, input_fired_time: 1.0859415531, output_fired_time: 0.0000000000, propagate_forward_time: 63.7578010559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7014198303
validation[          , genome 17203] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       455.04956, best error:       446.41656 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 853.0877685547s, input_fired_time: 8.4648027420, output_fired_time: 7.7658543587, propagate_forward_time: 324.3105163574, propagate_backward_time: 503.2289428711, weight_update_time: 0.8581317663, other_time: 9.3176879883
epoch time: 67.0756988525s, input_fired_time: 1.0779424906, output_fired_time: 0.0000000000, propagate_forward_time: 64.4244918823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5732650757
validation[          , genome 17203] predictions:    9836/  10000 (98.36%), best:    9863/10000 (98.63%), error:       538.62848, best error:       446.41656 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 849.9866943359s, input_fired_time: 8.4265537262, output_fired_time: 7.6771111488, propagate_forward_time: 322.7850646973, propagate_backward_time: 501.7478027344, weight_update_time: 0.8551966548, other_time: 9.3501281738
epoch time: 68.6812820435s, input_fired_time: 1.0743275881, output_fired_time: 0.0000000000, propagate_forward_time: 66.0236663818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832901001
validation[          , genome 17203] predictions:    9847/  10000 (98.47%), best:    9863/10000 (98.63%), error:       483.24490, best error:       446.41656 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 849.8657226563s, input_fired_time: 8.3364210129, output_fired_time: 7.6528258324, propagate_forward_time: 322.9947204590, propagate_backward_time: 501.6588745117, weight_update_time: 0.8426954150, other_time: 9.2228698730
epoch time: 67.8760375977s, input_fired_time: 1.0788279772, output_fired_time: 0.0000000000, propagate_forward_time: 65.1892089844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6080017090
validation[          , genome 17203] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       468.74750, best error:       446.41656 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 846.9403076172s, input_fired_time: 8.4393930435, output_fired_time: 7.7029433250, propagate_forward_time: 321.8351440430, propagate_backward_time: 499.5917358398, weight_update_time: 0.8564896584, other_time: 9.3710937500
epoch time: 67.6419906616s, input_fired_time: 1.0932666063, output_fired_time: 0.0000000000, propagate_forward_time: 64.9001388550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6485824585
validation[          , genome 17203] predictions:    9836/  10000 (98.36%), best:    9863/10000 (98.63%), error:       517.15607, best error:       446.41656 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 850.6408691406s, input_fired_time: 8.4655733109, output_fired_time: 7.7212753296, propagate_forward_time: 323.2599182129, propagate_backward_time: 501.9057312012, weight_update_time: 0.8566009998, other_time: 9.2883911133
epoch time: 67.0253372192s, input_fired_time: 1.0621109009, output_fired_time: 0.0000000000, propagate_forward_time: 64.3574676514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6057586670
validation[          , genome 17203] predictions:    9835/  10000 (98.35%), best:    9863/10000 (98.63%), error:       550.11572, best error:       446.41656 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 847.7062377930s, input_fired_time: 8.4838838577, output_fired_time: 7.6889801025, propagate_forward_time: 322.2263793945, propagate_backward_time: 499.9734191895, weight_update_time: 0.8526021242, other_time: 9.3335876465
epoch time: 68.2623977661s, input_fired_time: 1.0635820627, output_fired_time: 0.0000000000, propagate_forward_time: 65.5671310425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6316833496
validation[          , genome 17203] predictions:    9787/  10000 (97.87%), best:    9863/10000 (98.63%), error:       760.88654, best error:       446.41656 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 852.1121215820s, input_fired_time: 8.4346799850, output_fired_time: 7.7426977158, propagate_forward_time: 323.7991027832, propagate_backward_time: 502.8521423340, weight_update_time: 0.8473408818, other_time: 9.2834777832
epoch time: 67.4955062866s, input_fired_time: 1.0558022261, output_fired_time: 0.0000000000, propagate_forward_time: 64.8590011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5807037354
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       373.25043, best error:       373.25043 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 845.9577026367s, input_fired_time: 8.4784593582, output_fired_time: 7.6903247833, propagate_forward_time: 321.4399719238, propagate_backward_time: 498.9474487305, weight_update_time: 0.8570224643, other_time: 9.4015197754
epoch time: 66.9880905151s, input_fired_time: 1.0773290396, output_fired_time: 0.0000000000, propagate_forward_time: 64.3238677979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868911743
validation[          , genome 17203] predictions:    9840/  10000 (98.40%), best:    9885/10000 (98.85%), error:       470.66116, best error:       373.25043 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 844.8108520508s, input_fired_time: 8.4914913177, output_fired_time: 7.6567196846, propagate_forward_time: 321.0721740723, propagate_backward_time: 498.1048278809, weight_update_time: 0.8648420572, other_time: 9.4855957031
epoch time: 67.2929306030s, input_fired_time: 1.0846015215, output_fired_time: 0.0000000000, propagate_forward_time: 64.6151885986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5931396484
validation[          , genome 17203] predictions:    9855/  10000 (98.55%), best:    9885/10000 (98.85%), error:       462.43442, best error:       373.25043 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 847.2133178711s, input_fired_time: 8.4998569489, output_fired_time: 7.6627879143, propagate_forward_time: 321.8542480469, propagate_backward_time: 499.7367248535, weight_update_time: 0.8588554263, other_time: 9.4596862793
epoch time: 67.1021347046s, input_fired_time: 1.0950783491, output_fired_time: 0.0000000000, propagate_forward_time: 64.3705291748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6365280151
validation[          , genome 17203] predictions:    9859/  10000 (98.59%), best:    9885/10000 (98.85%), error:       465.92926, best error:       373.25043 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 846.9014892578s, input_fired_time: 8.4876737595, output_fired_time: 7.6505122185, propagate_forward_time: 321.5745239258, propagate_backward_time: 499.7734375000, weight_update_time: 0.8551948071, other_time: 9.4153442383
epoch time: 67.2365722656s, input_fired_time: 1.0551571846, output_fired_time: 0.0000000000, propagate_forward_time: 64.6031341553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5782775879
validation[          , genome 17203] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       409.10898, best error:       373.25043 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 849.0543823242s, input_fired_time: 8.4908838272, output_fired_time: 7.6827569008, propagate_forward_time: 323.0123596191, propagate_backward_time: 500.5134277344, weight_update_time: 0.8459568024, other_time: 9.3549499512
epoch time: 67.2808303833s, input_fired_time: 1.0714353323, output_fired_time: 0.0000000000, propagate_forward_time: 64.6009445190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6084518433
validation[          , genome 17203] predictions:    9858/  10000 (98.58%), best:    9885/10000 (98.85%), error:       452.03070, best error:       373.25043 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 843.0900268555s, input_fired_time: 8.4617118835, output_fired_time: 7.6417727470, propagate_forward_time: 320.4567871094, propagate_backward_time: 496.9719238281, weight_update_time: 0.8597247601, other_time: 9.5578002930
epoch time: 66.4171600342s, input_fired_time: 1.0840381384, output_fired_time: 0.0000000000, propagate_forward_time: 63.7215232849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6115989685
validation[          , genome 17203] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       426.85239, best error:       373.25043 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 845.9360351563s, input_fired_time: 8.4781169891, output_fired_time: 7.6682605743, propagate_forward_time: 321.2362976074, propagate_backward_time: 499.1028442383, weight_update_time: 0.8780732155, other_time: 9.4505310059
epoch time: 68.2999877930s, input_fired_time: 1.0822408199, output_fired_time: 0.0000000000, propagate_forward_time: 65.5806503296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6371002197
validation[          , genome 17203] predictions:    9874/  10000 (98.74%), best:    9885/10000 (98.85%), error:       408.25137, best error:       373.25043 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 849.1041259766s, input_fired_time: 8.4038619995, output_fired_time: 7.7082548141, propagate_forward_time: 322.7642211914, propagate_backward_time: 500.9532470703, weight_update_time: 0.8415570259, other_time: 9.2745361328
epoch time: 66.8179321289s, input_fired_time: 1.0601266623, output_fired_time: 0.0000000000, propagate_forward_time: 64.1706085205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871963501
validation[          , genome 17203] predictions:    9857/  10000 (98.57%), best:    9885/10000 (98.85%), error:       425.73267, best error:       373.25043 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 849.0770263672s, input_fired_time: 8.4383144379, output_fired_time: 7.7106513977, propagate_forward_time: 322.6986083984, propagate_backward_time: 500.8270568848, weight_update_time: 0.8563002944, other_time: 9.4024353027
epoch time: 66.7794647217s, input_fired_time: 1.0638407469, output_fired_time: 0.0000000000, propagate_forward_time: 64.1667175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5489044189
validation[          , genome 17203] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       395.73523, best error:       373.25043 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 851.3973999023s, input_fired_time: 8.4270992279, output_fired_time: 7.6854038239, propagate_forward_time: 323.7131652832, propagate_backward_time: 502.3100891113, weight_update_time: 0.8429270983, other_time: 9.2615966797
epoch time: 68.5953445435s, input_fired_time: 1.0880042315, output_fired_time: 0.0000000000, propagate_forward_time: 65.9046630859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6026763916
validation[          , genome 17203] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       386.09384, best error:       373.25043 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 850.6146240234s, input_fired_time: 8.4792375565, output_fired_time: 7.7008028030, propagate_forward_time: 323.3377990723, propagate_backward_time: 501.7763977051, weight_update_time: 0.8672525287, other_time: 9.3203735352
epoch time: 67.2323226929s, input_fired_time: 1.0719194412, output_fired_time: 0.0000000000, propagate_forward_time: 64.5715332031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5888671875
validation[          , genome 17203] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       358.90256, best error:       358.90256 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 840.6792602539s, input_fired_time: 8.4903154373, output_fired_time: 7.5802278519, propagate_forward_time: 319.5168457031, propagate_backward_time: 495.6026916504, weight_update_time: 0.8619372249, other_time: 9.4892272949
epoch time: 67.3917846680s, input_fired_time: 1.0686069727, output_fired_time: 0.0000000000, propagate_forward_time: 64.7710800171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5521011353
validation[          , genome 17203] predictions:    9862/  10000 (98.62%), best:    9889/10000 (98.89%), error:       451.72739, best error:       358.90256 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 846.5546264648s, input_fired_time: 8.5104207993, output_fired_time: 7.6635985374, propagate_forward_time: 321.8546752930, propagate_backward_time: 499.1043701172, weight_update_time: 0.8556206226, other_time: 9.4215698242
epoch time: 66.6195678711s, input_fired_time: 1.0851663351, output_fired_time: 0.0000000000, propagate_forward_time: 63.9182434082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6161575317
validation[          , genome 17203] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       412.76682, best error:       358.90256 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 852.5073852539s, input_fired_time: 8.4719820023, output_fired_time: 7.7397494316, propagate_forward_time: 323.9467773438, propagate_backward_time: 503.1267395020, weight_update_time: 0.8446727395, other_time: 9.2221374512
epoch time: 68.1876220703s, input_fired_time: 1.0829724073, output_fired_time: 0.0000000000, propagate_forward_time: 65.4899749756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6146774292
validation[          , genome 17203] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       354.04678, best error:       354.04678 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 841.5681762695s, input_fired_time: 8.5251207352, output_fired_time: 7.5890769958, propagate_forward_time: 319.8873596191, propagate_backward_time: 496.0792846680, weight_update_time: 0.8582608700, other_time: 9.4873352051
epoch time: 67.2940673828s, input_fired_time: 1.0681307316, output_fired_time: 0.0000000000, propagate_forward_time: 64.6301345825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5958023071
validation[          , genome 17203] predictions:    9862/  10000 (98.62%), best:    9878/10000 (98.78%), error:       417.70004, best error:       354.04678 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 847.0253295898s, input_fired_time: 8.5271596909, output_fired_time: 7.6547136307, propagate_forward_time: 321.9577636719, propagate_backward_time: 499.4506530762, weight_update_time: 0.8579598069, other_time: 9.4350280762
epoch time: 69.0997390747s, input_fired_time: 1.0986915827, output_fired_time: 0.0000000000, propagate_forward_time: 66.3414459229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6595993042
validation[          , genome 17203] predictions:    9887/  10000 (98.87%), best:    9878/10000 (98.78%), error:       355.70029, best error:       354.04678 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 846.9130859375s, input_fired_time: 8.4966602325, output_fired_time: 7.6483993530, propagate_forward_time: 321.7200927734, propagate_backward_time: 499.7158203125, weight_update_time: 0.8592665792, other_time: 9.3321533203
epoch time: 67.3386230469s, input_fired_time: 1.0642635822, output_fired_time: 0.0000000000, propagate_forward_time: 64.6961669922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5781936646
validation[          , genome 17203] predictions:    9874/  10000 (98.74%), best:    9878/10000 (98.78%), error:       385.40781, best error:       354.04678 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 846.8533325195s, input_fired_time: 8.5185317993, output_fired_time: 7.6738977432, propagate_forward_time: 321.6656799316, propagate_backward_time: 499.6101379395, weight_update_time: 0.8515046835, other_time: 9.3850708008
epoch time: 68.9343338013s, input_fired_time: 1.1158337593, output_fired_time: 0.0000000000, propagate_forward_time: 66.1823501587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6361465454
validation[          , genome 17203] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       387.38947, best error:       354.04678 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 846.4932861328s, input_fired_time: 8.6094655991, output_fired_time: 7.6927714348, propagate_forward_time: 321.5300292969, propagate_backward_time: 499.1702270508, weight_update_time: 0.8641377687, other_time: 9.4908447266
epoch time: 67.1264495850s, input_fired_time: 1.0586768389, output_fired_time: 0.0000000000, propagate_forward_time: 64.5003662109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5674057007
validation[          , genome 17203] predictions:    9881/  10000 (98.81%), best:    9878/10000 (98.78%), error:       393.34860, best error:       354.04678 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 848.1204833984s, input_fired_time: 8.5400657654, output_fired_time: 7.7180519104, propagate_forward_time: 322.2481384277, propagate_backward_time: 500.1949462891, weight_update_time: 0.8510640264, other_time: 9.4192810059
epoch time: 66.8189392090s, input_fired_time: 1.0995240211, output_fired_time: 0.0000000000, propagate_forward_time: 64.0885848999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6308288574
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       394.74167, best error:       354.04678 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 852.2707519531s, input_fired_time: 8.4584827423, output_fired_time: 7.7003846169, propagate_forward_time: 323.9007568359, propagate_backward_time: 502.9070434570, weight_update_time: 0.8517423868, other_time: 9.3040771484
epoch time: 67.7348480225s, input_fired_time: 1.0643695593, output_fired_time: 0.0000000000, propagate_forward_time: 65.0871353149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5833435059
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9878/10000 (98.78%), error:       377.64563, best error:       354.04678 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 844.3570556641s, input_fired_time: 8.5572576523, output_fired_time: 7.6144061089, propagate_forward_time: 320.6188964844, propagate_backward_time: 498.0537719727, weight_update_time: 0.8591525555, other_time: 9.5127563477
epoch time: 67.4931564331s, input_fired_time: 1.1212741137, output_fired_time: 0.0000000000, propagate_forward_time: 64.7501068115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6217727661
validation[          , genome 17203] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       339.65179, best error:       339.65179 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 848.8834228516s, input_fired_time: 8.4837265015, output_fired_time: 7.7176480293, propagate_forward_time: 322.5628051758, propagate_backward_time: 500.7918395996, weight_update_time: 0.8560169935, other_time: 9.3274230957
epoch time: 66.7885437012s, input_fired_time: 1.0739015341, output_fired_time: 0.0000000000, propagate_forward_time: 64.1363449097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5783004761
validation[          , genome 17203] predictions:    9881/  10000 (98.81%), best:    9889/10000 (98.89%), error:       387.80621, best error:       339.65179 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 848.1879882813s, input_fired_time: 8.4979057312, output_fired_time: 7.6592555046, propagate_forward_time: 322.1772766113, propagate_backward_time: 500.5004577637, weight_update_time: 0.8522620797, other_time: 9.3530883789
epoch time: 67.2116165161s, input_fired_time: 1.0804114342, output_fired_time: 0.0000000000, propagate_forward_time: 64.5564041138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5747985840
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       347.29453, best error:       339.65179 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 847.0333251953s, input_fired_time: 8.5233201981, output_fired_time: 7.6501011848, propagate_forward_time: 321.9537353516, propagate_backward_time: 499.4757080078, weight_update_time: 0.8508706093, other_time: 9.4304809570
epoch time: 68.3329086304s, input_fired_time: 1.0682007074, output_fired_time: 0.0000000000, propagate_forward_time: 65.6436462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6210632324
validation[          , genome 17203] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       334.78345, best error:       334.78345 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 852.7543334961s, input_fired_time: 8.6134405136, output_fired_time: 7.7295193672, propagate_forward_time: 324.3281555176, propagate_backward_time: 502.6975097656, weight_update_time: 0.8564975262, other_time: 9.3857421875
epoch time: 67.1619338989s, input_fired_time: 1.1069111824, output_fired_time: 0.0000000000, propagate_forward_time: 64.4091644287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6458587646
validation[          , genome 17203] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       333.90085, best error:       333.90085 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 851.7673950195s, input_fired_time: 8.4993581772, output_fired_time: 7.7453303337, propagate_forward_time: 323.6522827148, propagate_backward_time: 502.6314697266, weight_update_time: 0.8522980809, other_time: 9.2390136719
epoch time: 67.0547714233s, input_fired_time: 1.0648028851, output_fired_time: 0.0000000000, propagate_forward_time: 64.4305725098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5593948364
validation[          , genome 17203] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       336.92099, best error:       333.90085 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 847.2838745117s, input_fired_time: 8.5606079102, output_fired_time: 7.6500067711, propagate_forward_time: 321.8044128418, propagate_backward_time: 499.8575134277, weight_update_time: 0.8542959094, other_time: 9.4113159180
epoch time: 66.6629943848s, input_fired_time: 1.0924359560, output_fired_time: 0.0000000000, propagate_forward_time: 63.9586906433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6118659973
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       350.70822, best error:       333.90085 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 847.5831909180s, input_fired_time: 8.7077045441, output_fired_time: 7.6635966301, propagate_forward_time: 322.7565002441, propagate_backward_time: 498.8934020996, weight_update_time: 0.8704150915, other_time: 9.5620117188
epoch time: 66.8325500488s, input_fired_time: 1.0909941196, output_fired_time: 0.0000000000, propagate_forward_time: 64.0792846680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6622695923
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       356.93375, best error:       333.90085 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 853.4329223633s, input_fired_time: 8.5499439240, output_fired_time: 7.7668867111, propagate_forward_time: 324.3945617676, propagate_backward_time: 503.3569335938, weight_update_time: 0.8587983847, other_time: 9.3646240234
epoch time: 66.8710021973s, input_fired_time: 1.0695532560, output_fired_time: 0.0000000000, propagate_forward_time: 64.2403182983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5611343384
validation[          , genome 17203] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       330.97507, best error:       330.97507 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 843.7067871094s, input_fired_time: 8.5194559097, output_fired_time: 7.5715441704, propagate_forward_time: 320.6182861328, propagate_backward_time: 497.5068359375, weight_update_time: 0.8614364266, other_time: 9.4906616211
epoch time: 67.1309509277s, input_fired_time: 1.0859502554, output_fired_time: 0.0000000000, propagate_forward_time: 64.4310989380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6138992310
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       336.30835, best error:       330.97507 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 856.1401367188s, input_fired_time: 8.4846811295, output_fired_time: 7.7807259560, propagate_forward_time: 325.9822387695, propagate_backward_time: 504.6022644043, weight_update_time: 0.8561559916, other_time: 9.2902526855
epoch time: 67.1408691406s, input_fired_time: 1.0739536285, output_fired_time: 0.0000000000, propagate_forward_time: 64.4733505249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5935668945
validation[          , genome 17203] predictions:    9868/  10000 (98.68%), best:    9891/10000 (98.91%), error:       432.69925, best error:       330.97507 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 848.4765014648s, input_fired_time: 8.4776697159, output_fired_time: 7.6648964882, propagate_forward_time: 322.4268188477, propagate_backward_time: 500.6140747070, weight_update_time: 0.8492583632, other_time: 9.2930297852
epoch time: 67.0874481201s, input_fired_time: 1.0975061655, output_fired_time: 0.0000000000, propagate_forward_time: 64.3632812500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6266632080
validation[          , genome 17203] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       341.91574, best error:       330.97507 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 850.2269897461s, input_fired_time: 8.5134105682, output_fired_time: 7.7040834427, propagate_forward_time: 322.7986755371, propagate_backward_time: 501.7567749023, weight_update_time: 0.8670697212, other_time: 9.4540100098
epoch time: 66.6194610596s, input_fired_time: 1.0869756937, output_fired_time: 0.0000000000, propagate_forward_time: 63.9174575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6150283813
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       353.95697, best error:       330.97507 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 848.7601928711s, input_fired_time: 8.4401979446, output_fired_time: 7.6764163971, propagate_forward_time: 322.6772460938, propagate_backward_time: 500.7000122070, weight_update_time: 0.8579988480, other_time: 9.2663574219
epoch time: 66.5892868042s, input_fired_time: 1.0892966986, output_fired_time: 0.0000000000, propagate_forward_time: 63.8695793152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6304130554
validation[          , genome 17203] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       360.85696, best error:       330.97507 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 850.0007934570s, input_fired_time: 8.5238580704, output_fired_time: 7.7429428101, propagate_forward_time: 322.7028503418, propagate_backward_time: 501.6334533691, weight_update_time: 0.8538259864, other_time: 9.3977050781
epoch time: 68.0381927490s, input_fired_time: 1.0911915302, output_fired_time: 0.0000000000, propagate_forward_time: 65.3390121460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6079864502
validation[          , genome 17203] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       321.97186, best error:       321.97186 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 845.9005737305s, input_fired_time: 8.5087165833, output_fired_time: 7.5893759727, propagate_forward_time: 321.1985778809, propagate_backward_time: 498.9299926758, weight_update_time: 0.8673993349, other_time: 9.6739196777
epoch time: 68.3129653931s, input_fired_time: 1.1172928810, output_fired_time: 0.0000000000, propagate_forward_time: 65.5811920166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6144790649
validation[          , genome 17203] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       379.30014, best error:       321.97186 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 846.8008422852s, input_fired_time: 8.4976558685, output_fired_time: 7.6718974113, propagate_forward_time: 321.7192993164, propagate_backward_time: 499.5074462891, weight_update_time: 0.8597458601, other_time: 9.4045410156
epoch time: 67.9352722168s, input_fired_time: 1.0850130320, output_fired_time: 0.0000000000, propagate_forward_time: 65.2489929199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6012649536
validation[          , genome 17203] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       334.56976, best error:       321.97186 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 852.1553955078s, input_fired_time: 8.5064258575, output_fired_time: 7.7535071373, propagate_forward_time: 323.6438293457, propagate_backward_time: 502.9086608887, weight_update_time: 0.8522979617, other_time: 9.3430480957
epoch time: 67.6977310181s, input_fired_time: 1.0889576674, output_fired_time: 0.0000000000, propagate_forward_time: 64.9944686890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6143035889
validation[          , genome 17203] predictions:    9881/  10000 (98.81%), best:    9894/10000 (98.94%), error:       362.74249, best error:       321.97186 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 847.3511352539s, input_fired_time: 8.3891830444, output_fired_time: 7.6735076904, propagate_forward_time: 322.2366638184, propagate_backward_time: 499.8208007813, weight_update_time: 0.8591310382, other_time: 9.2309875488
epoch time: 67.8399200439s, input_fired_time: 1.1192671061, output_fired_time: 0.0000000000, propagate_forward_time: 65.0905075073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6301422119
validation[          , genome 17203] predictions:    9887/  10000 (98.87%), best:    9894/10000 (98.94%), error:       329.95261, best error:       321.97186 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 842.5579833984s, input_fired_time: 8.5149488449, output_fired_time: 7.5730948448, propagate_forward_time: 319.9775390625, propagate_backward_time: 497.0441284180, weight_update_time: 0.8562326431, other_time: 9.4482421875
epoch time: 67.7371139526s, input_fired_time: 1.0854033232, output_fired_time: 0.0000000000, propagate_forward_time: 65.0590896606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5926208496
validation[          , genome 17203] predictions:    9887/  10000 (98.87%), best:    9894/10000 (98.94%), error:       345.10757, best error:       321.97186 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 839.1339721680s, input_fired_time: 8.5246572495, output_fired_time: 7.5817351341, propagate_forward_time: 318.7210388184, propagate_backward_time: 494.8074951172, weight_update_time: 0.8709084392, other_time: 9.4990539551
epoch time: 67.4213943481s, input_fired_time: 1.0715678930, output_fired_time: 0.0000000000, propagate_forward_time: 64.7585220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5913009644
validation[          , genome 17203] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       321.71976, best error:       321.71976 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 856.7529907227s, input_fired_time: 8.5571727753, output_fired_time: 7.7093887329, propagate_forward_time: 325.4715576172, propagate_backward_time: 505.6696472168, weight_update_time: 0.8380808830, other_time: 9.3451843262
epoch time: 67.1187286377s, input_fired_time: 1.0983997583, output_fired_time: 0.0000000000, propagate_forward_time: 64.4382858276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5820465088
validation[          , genome 17203] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       335.45560, best error:       321.71976 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 845.5026855469s, input_fired_time: 8.4903621674, output_fired_time: 7.6292328835, propagate_forward_time: 321.3127746582, propagate_backward_time: 498.7622070313, weight_update_time: 0.8530851007, other_time: 9.3081359863
epoch time: 68.2922058105s, input_fired_time: 1.0870168209, output_fired_time: 0.0000000000, propagate_forward_time: 65.6123199463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5928726196
validation[          , genome 17203] predictions:    9883/  10000 (98.83%), best:    9888/10000 (98.88%), error:       332.29556, best error:       321.71976 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 852.3441772461s, input_fired_time: 8.5200862885, output_fired_time: 7.7077484131, propagate_forward_time: 324.1338500977, propagate_backward_time: 502.6231079102, weight_update_time: 0.8529382944, other_time: 9.3593750000
epoch time: 67.1652069092s, input_fired_time: 1.0917713642, output_fired_time: 0.0000000000, propagate_forward_time: 64.4955673218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5778656006
validation[          , genome 17203] predictions:    9892/  10000 (98.92%), best:    9888/10000 (98.88%), error:       324.76947, best error:       321.71976 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 849.8090209961s, input_fired_time: 8.5026521683, output_fired_time: 7.7620429993, propagate_forward_time: 322.9673461914, propagate_backward_time: 501.2939147949, weight_update_time: 0.8483756185, other_time: 9.2831115723
epoch time: 66.1033248901s, input_fired_time: 1.0879793167, output_fired_time: 0.0000000000, propagate_forward_time: 63.4074249268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6079177856
validation[          , genome 17203] predictions:    9893/  10000 (98.93%), best:    9888/10000 (98.88%), error:       336.95914, best error:       321.71976 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 850.8603515625s, input_fired_time: 8.5203790665, output_fired_time: 7.6965713501, propagate_forward_time: 323.6542053223, propagate_backward_time: 501.7103881836, weight_update_time: 0.8540211320, other_time: 9.2787780762
epoch time: 67.7314224243s, input_fired_time: 1.0905474424, output_fired_time: 0.0000000000, propagate_forward_time: 65.0559005737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849761963
validation[          , genome 17203] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       320.94470, best error:       320.94470 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 847.4609375000s, input_fired_time: 8.4846744537, output_fired_time: 7.6640348434, propagate_forward_time: 322.3843078613, propagate_backward_time: 499.5971069336, weight_update_time: 0.8501892686, other_time: 9.3307800293
epoch time: 66.8776702881s, input_fired_time: 1.0981589556, output_fired_time: 0.0000000000, propagate_forward_time: 64.1595611572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6199493408
validation[          , genome 17203] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       319.10056, best error:       319.10056 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 851.5219726563s, input_fired_time: 8.4686317444, output_fired_time: 7.6339998245, propagate_forward_time: 323.5050964355, propagate_backward_time: 502.5868530273, weight_update_time: 0.8589531779, other_time: 9.3274230957
epoch time: 66.8305969238s, input_fired_time: 1.0871958733, output_fired_time: 0.0000000000, propagate_forward_time: 64.1256790161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6177215576
validation[          , genome 17203] predictions:    9883/  10000 (98.83%), best:    9900/10000 (99.00%), error:       336.73315, best error:       319.10056 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 842.1906127930s, input_fired_time: 8.5471725464, output_fired_time: 7.6172490120, propagate_forward_time: 320.0250549316, propagate_backward_time: 496.4734191895, weight_update_time: 0.8674895167, other_time: 9.5277099609
epoch time: 67.9486465454s, input_fired_time: 1.0950043201, output_fired_time: 0.0000000000, propagate_forward_time: 65.2513351440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023101807
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       329.68109, best error:       319.10056 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 846.8942260742s, input_fired_time: 8.5761098862, output_fired_time: 7.6838440895, propagate_forward_time: 321.9317321777, propagate_backward_time: 499.2290954590, weight_update_time: 0.8571318388, other_time: 9.4734497070
epoch time: 67.0789871216s, input_fired_time: 1.0771929026, output_fired_time: 0.0000000000, propagate_forward_time: 64.4287796021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5730133057
validation[          , genome 17203] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       311.47958, best error:       311.47958 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 846.0753173828s, input_fired_time: 8.4875402451, output_fired_time: 7.6230983734, propagate_forward_time: 321.4057922363, propagate_backward_time: 499.2164306641, weight_update_time: 0.8571926951, other_time: 9.3424377441
epoch time: 66.6531143188s, input_fired_time: 1.0967682600, output_fired_time: 0.0000000000, propagate_forward_time: 63.9251899719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6311531067
validation[          , genome 17203] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       320.57111, best error:       311.47958 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 849.2704467773s, input_fired_time: 8.4504642487, output_fired_time: 7.6746978760, propagate_forward_time: 322.8114318848, propagate_backward_time: 501.0866699219, weight_update_time: 0.8415555358, other_time: 9.2472229004
epoch time: 66.5963134766s, input_fired_time: 1.0936892033, output_fired_time: 0.0000000000, propagate_forward_time: 63.8857078552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6169166565
validation[          , genome 17203] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       316.98514, best error:       311.47958 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 847.4687500000s, input_fired_time: 8.5162916183, output_fired_time: 7.6465430260, propagate_forward_time: 322.1159057617, propagate_backward_time: 499.9337463379, weight_update_time: 0.8450420499, other_time: 9.2562561035
epoch time: 67.4637985229s, input_fired_time: 1.0882368088, output_fired_time: 0.0000000000, propagate_forward_time: 64.7244338989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6511306763
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       343.40585, best error:       311.47958 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 846.0213623047s, input_fired_time: 8.5267629623, output_fired_time: 7.6506452560, propagate_forward_time: 321.4119262695, propagate_backward_time: 498.9942932129, weight_update_time: 0.8564346433, other_time: 9.4377746582
epoch time: 66.3562393188s, input_fired_time: 1.0652946234, output_fired_time: 0.0000000000, propagate_forward_time: 63.7077674866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5831794739
validation[          , genome 17203] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       316.72931, best error:       311.47958 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 842.0054931641s, input_fired_time: 8.5134363174, output_fired_time: 7.5820360184, propagate_forward_time: 320.0001831055, propagate_backward_time: 496.4846801758, weight_update_time: 0.8596660495, other_time: 9.4251708984
epoch time: 68.8301010132s, input_fired_time: 1.1201540232, output_fired_time: 0.0000000000, propagate_forward_time: 66.0812072754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6287384033
validation[          , genome 17203] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       319.09726, best error:       311.47958 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 851.2486572266s, input_fired_time: 8.4830236435, output_fired_time: 7.6962203979, propagate_forward_time: 323.4833984375, propagate_backward_time: 502.2216796875, weight_update_time: 0.8431237936, other_time: 9.3643188477
epoch time: 67.8072052002s, input_fired_time: 1.0783790350, output_fired_time: 0.0000000000, propagate_forward_time: 65.1252975464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6035308838
validation[          , genome 17203] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       329.56271, best error:       311.47958 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 843.6171264648s, input_fired_time: 8.4813776016, output_fired_time: 7.6057910919, propagate_forward_time: 320.5678100586, propagate_backward_time: 497.5716247559, weight_update_time: 0.8531160355, other_time: 9.3905334473
epoch time: 67.2618637085s, input_fired_time: 1.0820430517, output_fired_time: 0.0000000000, propagate_forward_time: 64.5755310059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6042861938
validation[          , genome 17203] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       329.25644, best error:       311.47958 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 845.5828857422s, input_fired_time: 8.4836292267, output_fired_time: 7.7023601532, propagate_forward_time: 321.2867431641, propagate_backward_time: 498.8111877441, weight_update_time: 0.8487061262, other_time: 9.2989807129
epoch time: 66.9901504517s, input_fired_time: 1.0650879145, output_fired_time: 0.0000000000, propagate_forward_time: 64.3639755249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5610885620
validation[          , genome 17203] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       312.79184, best error:       311.47958 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 852.9837646484s, input_fired_time: 8.4586496353, output_fired_time: 7.7263360023, propagate_forward_time: 324.0734252930, propagate_backward_time: 503.4197998047, weight_update_time: 0.8733451366, other_time: 9.3055419922
epoch time: 66.9789123535s, input_fired_time: 1.0711023808, output_fired_time: 0.0000000000, propagate_forward_time: 64.3182983398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5895080566
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       318.17752, best error:       311.47958 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 840.7770996094s, input_fired_time: 8.5685949326, output_fired_time: 7.6115746498, propagate_forward_time: 319.2555847168, propagate_backward_time: 495.8431396484, weight_update_time: 0.8603108525, other_time: 9.4981994629
epoch time: 66.5987701416s, input_fired_time: 1.0956742764, output_fired_time: 0.0000000000, propagate_forward_time: 63.8759536743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6271438599
validation[          , genome 17203] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       310.37430, best error:       310.37430 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 852.2355346680s, input_fired_time: 8.4093599319, output_fired_time: 7.6846828461, propagate_forward_time: 323.9727172852, propagate_backward_time: 502.9346618652, weight_update_time: 0.8395307660, other_time: 9.2341003418
epoch time: 67.0932846069s, input_fired_time: 1.0702539682, output_fired_time: 0.0000000000, propagate_forward_time: 64.4326095581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5904235840
validation[          , genome 17203] predictions:    9898/  10000 (98.98%), best:    9896/10000 (98.96%), error:       316.68512, best error:       310.37430 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 848.6464233398s, input_fired_time: 8.5262737274, output_fired_time: 7.6680803299, propagate_forward_time: 322.6388854980, propagate_backward_time: 500.3812866211, weight_update_time: 0.8474445343, other_time: 9.4319152832
epoch time: 67.1425552368s, input_fired_time: 1.0725091696, output_fired_time: 0.0000000000, propagate_forward_time: 64.4819107056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5881347656
validation[          , genome 17203] predictions:    9897/  10000 (98.97%), best:    9896/10000 (98.96%), error:       318.58057, best error:       310.37430 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 852.3792724609s, input_fired_time: 8.4887447357, output_fired_time: 7.7881870270, propagate_forward_time: 324.1034545898, propagate_backward_time: 502.6866455078, weight_update_time: 0.8445023298, other_time: 9.3121948242
epoch time: 68.0724334717s, input_fired_time: 1.0788121223, output_fired_time: 0.0000000000, propagate_forward_time: 65.3949890137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5986328125
validation[          , genome 17203] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       328.29956, best error:       310.37430 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 845.2298583984s, input_fired_time: 8.5848245621, output_fired_time: 7.6540188789, propagate_forward_time: 321.2673339844, propagate_backward_time: 498.2072753906, weight_update_time: 0.8695615530, other_time: 9.5164184570
epoch time: 66.9610061646s, input_fired_time: 1.0944857597, output_fired_time: 0.0000000000, propagate_forward_time: 64.2560348511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6104888916
validation[          , genome 17203] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       321.24643, best error:       310.37430 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 848.0642089844s, input_fired_time: 8.5105209351, output_fired_time: 7.6932201385, propagate_forward_time: 322.2557983398, propagate_backward_time: 500.2928161621, weight_update_time: 0.8481829762, other_time: 9.3118591309
epoch time: 67.0377578735s, input_fired_time: 1.0798566341, output_fired_time: 0.0000000000, propagate_forward_time: 64.3865966797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5713043213
validation[          , genome 17203] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       312.74084, best error:       310.37430 on epoch:    95, 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: 339.6895446777s, input_fired_time: 5.6042199135, output_fired_time: 0.0000000000, propagate_forward_time: 325.7463073730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3390197754
best training[          , genome 17203] predictions:   50000/  50000 (100.00%), best:    9896/10000 (98.96%), error:        88.82764, best error:       310.37430 on epoch:    95, 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: 67.8159561157s, input_fired_time: 1.0790494680, output_fired_time: 0.0000000000, propagate_forward_time: 65.1345443726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023635864
   testing[          , genome 17203] predictions:    9898/  10000 (98.98%), best:    9896/10000 (98.96%), error:       292.99133, best error:       310.37430 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:56:28 (5148): called boinc_finish(0)

</stderr_txt>
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