Nameexact_genome_1512568488_44_3606_1
Workunit2589374
Created7 Dec 2017, 5:43:24 UTC
Sent7 Dec 2017, 5:49:35 UTC
Report deadline10 Dec 2017, 5:57:09 UTC
Received7 Dec 2017, 7:24:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 33 min 53 sec
CPU time1 hours 33 min 36 sec
Validate stateValid
Credit751.32
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.12 MB
Peak swap size152.56 MB
Peak disk usage1.64 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0572559871, output_fired_time: 0.0000000000, propagate_forward_time: 3.7764093876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778526783
validation[          , genome  3606] predictions:    9490/  10000 (94.90%), best:    9517/10000 (95.17%), error:      1711.84607, best error:      1686.63733 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.1055526733s, input_fired_time: 0.4724434614, output_fired_time: 0.4432462752, propagate_forward_time: 19.1556968689, propagate_backward_time: 28.8923397064, weight_update_time: 0.1115727276, other_time: 2.1418285370
epoch time: 4.2739057541s, input_fired_time: 0.0580086261, output_fired_time: 0.0000000000, propagate_forward_time: 3.8383550644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775420189
validation[          , genome  3606] predictions:    9513/  10000 (95.13%), best:    9513/10000 (95.13%), error:      1582.58948, best error:      1582.58948 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.9542655945s, input_fired_time: 0.4738594294, output_fired_time: 0.4432527423, propagate_forward_time: 19.0849075317, propagate_backward_time: 28.8017883301, weight_update_time: 0.1121019498, other_time: 2.1504592896
epoch time: 4.2615785599s, input_fired_time: 0.0595207661, output_fired_time: 0.0000000000, propagate_forward_time: 3.8186419010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834159374
validation[          , genome  3606] predictions:    9469/  10000 (94.69%), best:    9513/10000 (95.13%), error:      1743.87708, best error:      1582.58948 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.0306777954s, input_fired_time: 0.4713252187, output_fired_time: 0.4441531003, propagate_forward_time: 19.1408863068, propagate_backward_time: 28.8473739624, weight_update_time: 0.1106081307, other_time: 2.1269397736
epoch time: 4.2260303497s, input_fired_time: 0.0569868945, output_fired_time: 0.0000000000, propagate_forward_time: 3.7909770012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780665398
validation[          , genome  3606] predictions:    9495/  10000 (94.95%), best:    9513/10000 (95.13%), error:      1639.84912, best error:      1582.58948 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.0824050903s, input_fired_time: 0.4765373468, output_fired_time: 0.4440612495, propagate_forward_time: 19.1452064514, propagate_backward_time: 28.8643054962, weight_update_time: 0.1113357097, other_time: 2.1522960663
epoch time: 4.2260622978s, input_fired_time: 0.0585361086, output_fired_time: 0.0000000000, propagate_forward_time: 3.7909433842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765828609
validation[          , genome  3606] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1574.47510, best error:      1574.47510 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.1449470520s, input_fired_time: 0.4750081599, output_fired_time: 0.4437251985, propagate_forward_time: 19.1575183868, propagate_backward_time: 28.9145317078, weight_update_time: 0.1116419807, other_time: 2.1541614532
epoch time: 4.2767910957s, input_fired_time: 0.0582363158, output_fired_time: 0.0000000000, propagate_forward_time: 3.8332071304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853478432
validation[          , genome  3606] predictions:    9496/  10000 (94.96%), best:    9521/10000 (95.21%), error:      1681.89844, best error:      1574.47510 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 50.8815879822s, input_fired_time: 0.4702984691, output_fired_time: 0.4429970682, propagate_forward_time: 19.0849552155, propagate_backward_time: 28.7628631592, weight_update_time: 0.1101503670, other_time: 2.1204738617
epoch time: 4.2356767654s, input_fired_time: 0.0580103286, output_fired_time: 0.0000000000, propagate_forward_time: 3.8031439781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745226860
validation[          , genome  3606] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1479.13062, best error:      1479.13062 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.0043411255s, input_fired_time: 0.4738585651, output_fired_time: 0.4434210658, propagate_forward_time: 19.1148681641, propagate_backward_time: 28.8368263245, weight_update_time: 0.1109887883, other_time: 2.1353683472
epoch time: 4.2647633553s, input_fired_time: 0.0583969504, output_fired_time: 0.0000000000, propagate_forward_time: 3.8282892704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780772686
validation[          , genome  3606] predictions:    9533/  10000 (95.33%), best:    9554/10000 (95.54%), error:      1554.30493, best error:      1479.13062 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.6731452942s, input_fired_time: 0.4741493165, output_fired_time: 0.4394680262, propagate_forward_time: 18.9741744995, propagate_backward_time: 28.6416778564, weight_update_time: 0.1120528132, other_time: 2.1436767578
epoch time: 4.2358860970s, input_fired_time: 0.0576617680, output_fired_time: 0.0000000000, propagate_forward_time: 3.7968788147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813457489
validation[          , genome  3606] predictions:    9510/  10000 (95.10%), best:    9554/10000 (95.54%), error:      1612.20654, best error:      1479.13062 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.1361274719s, input_fired_time: 0.4730593562, output_fired_time: 0.4437470734, propagate_forward_time: 19.1703853607, propagate_backward_time: 28.9212093353, weight_update_time: 0.1114556044, other_time: 2.1277236938
epoch time: 4.2707557678s, input_fired_time: 0.0577959344, output_fired_time: 0.0000000000, propagate_forward_time: 3.8360145092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769452572
validation[          , genome  3606] predictions:    9556/  10000 (95.56%), best:    9554/10000 (95.54%), error:      1480.78198, best error:      1479.13062 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.0739097595s, input_fired_time: 0.4762670696, output_fired_time: 0.4422192574, propagate_forward_time: 19.1268539429, propagate_backward_time: 28.8966217041, weight_update_time: 0.1111728996, other_time: 2.1319465637
epoch time: 4.2573914528s, input_fired_time: 0.0578202493, output_fired_time: 0.0000000000, propagate_forward_time: 3.8220305443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775405884
validation[          , genome  3606] predictions:    9421/  10000 (94.21%), best:    9554/10000 (95.54%), error:      1914.53333, best error:      1479.13062 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.0833091736s, input_fired_time: 0.4791217446, output_fired_time: 0.4436844289, propagate_forward_time: 19.1285705566, propagate_backward_time: 28.8782234192, weight_update_time: 0.1114236563, other_time: 2.1537094116
epoch time: 4.2388091087s, input_fired_time: 0.0581401922, output_fired_time: 0.0000000000, propagate_forward_time: 3.8033957481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772730827
validation[          , genome  3606] predictions:    9484/  10000 (94.84%), best:    9554/10000 (95.54%), error:      1616.48096, best error:      1479.13062 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.2000885010s, input_fired_time: 0.4775706530, output_fired_time: 0.4448829293, propagate_forward_time: 19.1775798798, propagate_backward_time: 28.9450931549, weight_update_time: 0.1119195595, other_time: 2.1549644470
epoch time: 4.2782349586s, input_fired_time: 0.0589312352, output_fired_time: 0.0000000000, propagate_forward_time: 3.8335471153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857564926
validation[          , genome  3606] predictions:    9539/  10000 (95.39%), best:    9554/10000 (95.54%), error:      1492.65686, best error:      1479.13062 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.9938659668s, input_fired_time: 0.4747197032, output_fired_time: 0.4443008602, propagate_forward_time: 19.0863895416, propagate_backward_time: 28.8388385773, weight_update_time: 0.1114360020, other_time: 2.1496162415
epoch time: 4.2529892921s, input_fired_time: 0.0580116101, output_fired_time: 0.0000000000, propagate_forward_time: 3.8170208931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779568672
validation[          , genome  3606] predictions:    9509/  10000 (95.09%), best:    9554/10000 (95.54%), error:      1540.94202, best error:      1479.13062 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.2131690979s, input_fired_time: 0.4768783748, output_fired_time: 0.4443804026, propagate_forward_time: 19.1645908356, propagate_backward_time: 28.9708175659, weight_update_time: 0.1126149073, other_time: 2.1564998627
epoch time: 4.2838397026s, input_fired_time: 0.0594314598, output_fired_time: 0.0000000000, propagate_forward_time: 3.8403944969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840136528
validation[          , genome  3606] predictions:    9566/  10000 (95.66%), best:    9554/10000 (95.54%), error:      1502.88257, best error:      1479.13062 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.1744461060s, input_fired_time: 0.4757009745, output_fired_time: 0.4454056919, propagate_forward_time: 19.1790771484, propagate_backward_time: 28.9417743683, weight_update_time: 0.1124431640, other_time: 2.1324901581
epoch time: 4.2724223137s, input_fired_time: 0.0582935177, output_fired_time: 0.0000000000, propagate_forward_time: 3.8391251564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750038147
validation[          , genome  3606] predictions:    9526/  10000 (95.26%), best:    9554/10000 (95.54%), error:      1552.30981, best error:      1479.13062 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.9208450317s, input_fired_time: 0.4740381241, output_fired_time: 0.4436444342, propagate_forward_time: 19.0600719452, propagate_backward_time: 28.8045444489, weight_update_time: 0.1110375375, other_time: 2.1385459900
epoch time: 4.2512879372s, input_fired_time: 0.0588731952, output_fired_time: 0.0000000000, propagate_forward_time: 3.8100743294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823404312
validation[          , genome  3606] predictions:    9496/  10000 (94.96%), best:    9554/10000 (95.54%), error:      1616.84741, best error:      1479.13062 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.2817153931s, input_fired_time: 0.4790353775, output_fired_time: 0.4459682107, propagate_forward_time: 19.2079620361, propagate_backward_time: 28.9941082001, weight_update_time: 0.1117328852, other_time: 2.1546421051
epoch time: 4.2404899597s, input_fired_time: 0.0593900420, output_fired_time: 0.0000000000, propagate_forward_time: 3.8042829037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768169880
validation[          , genome  3606] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1410.10352, best error:      1410.10352 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.9105453491s, input_fired_time: 0.4770135880, output_fired_time: 0.4435414970, propagate_forward_time: 19.0795497894, propagate_backward_time: 28.7605171204, weight_update_time: 0.1120301262, other_time: 2.1499233246
epoch time: 4.2329235077s, input_fired_time: 0.0593567230, output_fired_time: 0.0000000000, propagate_forward_time: 3.7886464596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849203587
validation[          , genome  3606] predictions:    9533/  10000 (95.33%), best:    9591/10000 (95.91%), error:      1501.35925, best error:      1410.10352 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.0233078003s, input_fired_time: 0.4815896451, output_fired_time: 0.4440290630, propagate_forward_time: 19.1645259857, propagate_backward_time: 29.7760124207, weight_update_time: 0.1120475903, other_time: 2.1571483612
epoch time: 4.2405276299s, input_fired_time: 0.0585079789, output_fired_time: 0.0000000000, propagate_forward_time: 3.8085999489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734197617
validation[          , genome  3606] predictions:    9524/  10000 (95.24%), best:    9591/10000 (95.91%), error:      1518.15833, best error:      1410.10352 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 50.8717918396s, input_fired_time: 0.4767026901, output_fired_time: 0.4417711496, propagate_forward_time: 19.0688076019, propagate_backward_time: 28.7378540039, weight_update_time: 0.1113788486, other_time: 2.1466541290
epoch time: 4.2486963272s, input_fired_time: 0.0592926182, output_fired_time: 0.0000000000, propagate_forward_time: 3.8046240807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847794533
validation[          , genome  3606] predictions:    9460/  10000 (94.60%), best:    9591/10000 (95.91%), error:      1865.87402, best error:      1410.10352 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 50.9915390015s, input_fired_time: 0.4784253240, output_fired_time: 0.4430176318, propagate_forward_time: 19.0938415527, propagate_backward_time: 28.8290538788, weight_update_time: 0.1125524715, other_time: 2.1472034454
epoch time: 4.2441229820s, input_fired_time: 0.0586587526, output_fired_time: 0.0000000000, propagate_forward_time: 3.8093619347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761024475
validation[          , genome  3606] predictions:    9542/  10000 (95.42%), best:    9591/10000 (95.91%), error:      1510.36206, best error:      1410.10352 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.0501861572s, input_fired_time: 0.4764153063, output_fired_time: 0.4436504841, propagate_forward_time: 19.1268806458, propagate_backward_time: 28.8557338715, weight_update_time: 0.1108927205, other_time: 2.1475086212
epoch time: 4.2761707306s, input_fired_time: 0.0596553199, output_fired_time: 0.0000000000, propagate_forward_time: 3.8324723244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840432167
validation[          , genome  3606] predictions:    9550/  10000 (95.50%), best:    9591/10000 (95.91%), error:      1483.32715, best error:      1410.10352 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.1380577087s, input_fired_time: 0.4815915823, output_fired_time: 0.4426444471, propagate_forward_time: 19.1914844513, propagate_backward_time: 28.8615837097, weight_update_time: 0.1114578247, other_time: 2.1607532501
epoch time: 4.2755794525s, input_fired_time: 0.0591222271, output_fired_time: 0.0000000000, propagate_forward_time: 3.8296194077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868379593
validation[          , genome  3606] predictions:    9563/  10000 (95.63%), best:    9591/10000 (95.91%), error:      1415.40613, best error:      1410.10352 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.8931007385s, input_fired_time: 0.4728254080, output_fired_time: 0.4441909790, propagate_forward_time: 19.1047401428, propagate_backward_time: 28.7689170837, weight_update_time: 0.1105983481, other_time: 2.1024284363
epoch time: 4.2619819641s, input_fired_time: 0.0587429069, output_fired_time: 0.0000000000, propagate_forward_time: 3.8275060654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757328987
validation[          , genome  3606] predictions:    9478/  10000 (94.78%), best:    9591/10000 (95.91%), error:      1673.56860, best error:      1410.10352 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.0085258484s, input_fired_time: 0.4765835404, output_fired_time: 0.4431791008, propagate_forward_time: 19.0997657776, propagate_backward_time: 28.8699703217, weight_update_time: 0.1119938791, other_time: 2.1190242767
epoch time: 4.2436017990s, input_fired_time: 0.0593998656, output_fired_time: 0.0000000000, propagate_forward_time: 3.8068783283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773233891
validation[          , genome  3606] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1398.28247, best error:      1398.28247 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.0034523010s, input_fired_time: 0.4805274904, output_fired_time: 0.4432840347, propagate_forward_time: 19.0975208282, propagate_backward_time: 28.8283214569, weight_update_time: 0.1114463359, other_time: 2.1538009644
epoch time: 4.2704477310s, input_fired_time: 0.0594382845, output_fired_time: 0.0000000000, propagate_forward_time: 3.8271152973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838942051
validation[          , genome  3606] predictions:    9569/  10000 (95.69%), best:    9579/10000 (95.79%), error:      1438.83655, best error:      1398.28247 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.9716339111s, input_fired_time: 0.4782948196, output_fired_time: 0.4413612485, propagate_forward_time: 19.0807762146, propagate_backward_time: 28.8218936920, weight_update_time: 0.1119810268, other_time: 2.1493091583
epoch time: 4.2578520775s, input_fired_time: 0.0589748733, output_fired_time: 0.0000000000, propagate_forward_time: 3.8216571808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772201538
validation[          , genome  3606] predictions:    9532/  10000 (95.32%), best:    9579/10000 (95.79%), error:      1503.04004, best error:      1398.28247 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.8792572021s, input_fired_time: 0.4778165221, output_fired_time: 0.4429448247, propagate_forward_time: 19.0482521057, propagate_backward_time: 28.7650604248, weight_update_time: 0.1105292812, other_time: 2.1451835632
epoch time: 4.2406253815s, input_fired_time: 0.0610802360, output_fired_time: 0.0000000000, propagate_forward_time: 3.7969474792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825974464
validation[          , genome  3606] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1392.42603, best error:      1392.42603 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.0419311523s, input_fired_time: 0.4753195345, output_fired_time: 0.4449370205, propagate_forward_time: 19.1373844147, propagate_backward_time: 28.8548774719, weight_update_time: 0.1113936752, other_time: 2.1294116974
epoch time: 4.2599215508s, input_fired_time: 0.0595344715, output_fired_time: 0.0000000000, propagate_forward_time: 3.8234133720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769736290
validation[          , genome  3606] predictions:    9504/  10000 (95.04%), best:    9591/10000 (95.91%), error:      1648.57568, best error:      1392.42603 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.8715782166s, input_fired_time: 0.4758400619, output_fired_time: 0.4425192475, propagate_forward_time: 19.1160774231, propagate_backward_time: 28.7325744629, weight_update_time: 0.1102601290, other_time: 2.1045646667
epoch time: 4.2441210747s, input_fired_time: 0.0596706532, output_fired_time: 0.0000000000, propagate_forward_time: 3.8073742390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770763874
validation[          , genome  3606] predictions:    9510/  10000 (95.10%), best:    9591/10000 (95.91%), error:      1609.53857, best error:      1392.42603 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.0527610779s, input_fired_time: 0.4811811149, output_fired_time: 0.4415236712, propagate_forward_time: 19.1124439240, propagate_backward_time: 28.8662815094, weight_update_time: 0.1131368652, other_time: 2.1513290405
epoch time: 4.2912034988s, input_fired_time: 0.0599671081, output_fired_time: 0.0000000000, propagate_forward_time: 3.8458800316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853564262
validation[          , genome  3606] predictions:    9548/  10000 (95.48%), best:    9591/10000 (95.91%), error:      1483.91638, best error:      1392.42603 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.2085151672s, input_fired_time: 0.4857320487, output_fired_time: 0.4439313412, propagate_forward_time: 19.1710166931, propagate_backward_time: 28.9496612549, weight_update_time: 0.1132457852, other_time: 2.1581726074
epoch time: 4.2774543762s, input_fired_time: 0.0607543737, output_fired_time: 0.0000000000, propagate_forward_time: 3.8310499191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856501579
validation[          , genome  3606] predictions:    9571/  10000 (95.71%), best:    9591/10000 (95.91%), error:      1428.77271, best error:      1392.42603 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.6413345337s, input_fired_time: 0.4836584926, output_fired_time: 0.4440925717, propagate_forward_time: 19.0735721588, propagate_backward_time: 30.4878501892, weight_update_time: 0.1123718470, other_time: 2.1521644592
epoch time: 8.0092954636s, input_fired_time: 0.2546967864, output_fired_time: 0.0000000000, propagate_forward_time: 7.0952768326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593217850
validation[          , genome  3606] predictions:    9537/  10000 (95.37%), best:    9591/10000 (95.91%), error:      1503.33984, best error:      1392.42603 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.2057228088s, input_fired_time: 0.4800464213, output_fired_time: 0.4679933190, propagate_forward_time: 19.9310245514, propagate_backward_time: 30.1498508453, weight_update_time: 0.1119618565, other_time: 2.1768093109
epoch time: 4.2860846519s, input_fired_time: 0.0596711151, output_fired_time: 0.0000000000, propagate_forward_time: 3.8474855423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789281845
validation[          , genome  3606] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1336.49377, best error:      1336.49377 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.0468673706s, input_fired_time: 0.4821217954, output_fired_time: 0.4408141971, propagate_forward_time: 19.1389122009, propagate_backward_time: 28.8359603882, weight_update_time: 0.1114620715, other_time: 2.1490592957
epoch time: 4.2472453117s, input_fired_time: 0.0592815354, output_fired_time: 0.0000000000, propagate_forward_time: 3.8035337925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844301701
validation[          , genome  3606] predictions:    9563/  10000 (95.63%), best:    9576/10000 (95.76%), error:      1423.03491, best error:      1336.49377 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.1374244690s, input_fired_time: 0.4771104753, output_fired_time: 0.4429192245, propagate_forward_time: 19.1755828857, propagate_backward_time: 28.9568023682, weight_update_time: 0.1105138287, other_time: 2.0850067139
epoch time: 4.2737727165s, input_fired_time: 0.0605689511, output_fired_time: 0.0000000000, propagate_forward_time: 3.8357195854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774843216
validation[          , genome  3606] predictions:    9581/  10000 (95.81%), best:    9576/10000 (95.76%), error:      1402.02124, best error:      1336.49377 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.8542823792s, input_fired_time: 0.4807204902, output_fired_time: 0.4424814582, propagate_forward_time: 19.0910720825, propagate_backward_time: 28.6937885284, weight_update_time: 0.1108418554, other_time: 2.1462192535
epoch time: 4.2362775803s, input_fired_time: 0.0596980006, output_fired_time: 0.0000000000, propagate_forward_time: 3.7989268303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776526451
validation[          , genome  3606] predictions:    9582/  10000 (95.82%), best:    9576/10000 (95.76%), error:      1396.04321, best error:      1336.49377 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.0113716125s, input_fired_time: 0.4786784947, output_fired_time: 0.4442063272, propagate_forward_time: 19.1571407318, propagate_backward_time: 28.8450794220, weight_update_time: 0.1101776734, other_time: 2.0862655640
epoch time: 4.2532863617s, input_fired_time: 0.0590175651, output_fired_time: 0.0000000000, propagate_forward_time: 3.8174545765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768141270
validation[          , genome  3606] predictions:    9548/  10000 (95.48%), best:    9576/10000 (95.76%), error:      1456.67517, best error:      1336.49377 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.1383857727s, input_fired_time: 0.4798063338, output_fired_time: 0.4444633126, propagate_forward_time: 19.1607131958, propagate_backward_time: 28.9591331482, weight_update_time: 0.1106155291, other_time: 2.0942726135
epoch time: 4.2655787468s, input_fired_time: 0.0589201562, output_fired_time: 0.0000000000, propagate_forward_time: 3.8297848701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768734932
validation[          , genome  3606] predictions:    9578/  10000 (95.78%), best:    9576/10000 (95.76%), error:      1415.39648, best error:      1336.49377 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.1071128845s, input_fired_time: 0.4816957116, output_fired_time: 0.4443352818, propagate_forward_time: 19.1583023071, propagate_backward_time: 28.8678550720, weight_update_time: 0.1114569530, other_time: 2.1549224854
epoch time: 4.2567386627s, input_fired_time: 0.0608137064, output_fired_time: 0.0000000000, propagate_forward_time: 3.8090989590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868257999
validation[          , genome  3606] predictions:    9548/  10000 (95.48%), best:    9576/10000 (95.76%), error:      1492.79065, best error:      1336.49377 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.8403854370s, input_fired_time: 0.4790255725, output_fired_time: 0.4415373206, propagate_forward_time: 19.0400810242, propagate_backward_time: 28.7741012573, weight_update_time: 0.1112638414, other_time: 2.1056404114
epoch time: 4.2207603455s, input_fired_time: 0.0588889755, output_fired_time: 0.0000000000, propagate_forward_time: 3.7872972488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745741844
validation[          , genome  3606] predictions:    9556/  10000 (95.56%), best:    9576/10000 (95.76%), error:      1465.38647, best error:      1336.49377 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.2033309937s, input_fired_time: 0.4813663363, output_fired_time: 0.4464166760, propagate_forward_time: 19.7436504364, propagate_backward_time: 29.4011669159, weight_update_time: 0.1103361994, other_time: 2.1307334900
epoch time: 7.0766944885s, input_fired_time: 0.0606458895, output_fired_time: 0.0000000000, propagate_forward_time: 6.2323856354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7836627960
validation[          , genome  3606] predictions:    9571/  10000 (95.71%), best:    9576/10000 (95.76%), error:      1412.31714, best error:      1336.49377 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.1926574707s, input_fired_time: 0.4871188700, output_fired_time: 0.4450448155, propagate_forward_time: 19.1454887390, propagate_backward_time: 28.9630393982, weight_update_time: 0.1113830581, other_time: 2.1519660950
epoch time: 4.2777504921s, input_fired_time: 0.0602136031, output_fired_time: 0.0000000000, propagate_forward_time: 3.8350627422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824741840
validation[          , genome  3606] predictions:    9538/  10000 (95.38%), best:    9576/10000 (95.76%), error:      1509.16235, best error:      1336.49377 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.1398506165s, input_fired_time: 0.4845019877, output_fired_time: 0.4505456984, propagate_forward_time: 19.1301345825, propagate_backward_time: 28.9268627167, weight_update_time: 0.1120433733, other_time: 2.1478061676
epoch time: 4.2845273018s, input_fired_time: 0.0600141212, output_fired_time: 0.0000000000, propagate_forward_time: 3.8392376900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852753639
validation[          , genome  3606] predictions:    9434/  10000 (94.34%), best:    9576/10000 (95.76%), error:      1834.65845, best error:      1336.49377 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.7877769470s, input_fired_time: 0.4769802392, output_fired_time: 0.4402148128, propagate_forward_time: 19.0734519958, propagate_backward_time: 28.7054672241, weight_update_time: 0.1095291898, other_time: 2.0916595459
epoch time: 4.2534236908s, input_fired_time: 0.0597001649, output_fired_time: 0.0000000000, propagate_forward_time: 3.8170378208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766858578
validation[          , genome  3606] predictions:    9587/  10000 (95.87%), best:    9576/10000 (95.76%), error:      1392.34363, best error:      1336.49377 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 50.9158210754s, input_fired_time: 0.4839966893, output_fired_time: 0.4434516132, propagate_forward_time: 19.0971488953, propagate_backward_time: 28.7526950836, weight_update_time: 0.1107435748, other_time: 2.1385288239
epoch time: 4.2598719597s, input_fired_time: 0.0599376373, output_fired_time: 0.0000000000, propagate_forward_time: 3.8147053719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852291107
validation[          , genome  3606] predictions:    9542/  10000 (95.42%), best:    9576/10000 (95.76%), error:      1496.23315, best error:      1336.49377 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.8145561218s, input_fired_time: 0.4837471843, output_fired_time: 0.4418395162, propagate_forward_time: 19.0271129608, propagate_backward_time: 28.7304248810, weight_update_time: 0.1113992035, other_time: 2.1314315796
epoch time: 4.2432017326s, input_fired_time: 0.0594429858, output_fired_time: 0.0000000000, propagate_forward_time: 3.8067364693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770222664
validation[          , genome  3606] predictions:    9582/  10000 (95.82%), best:    9576/10000 (95.76%), error:      1359.95251, best error:      1336.49377 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.0612678528s, input_fired_time: 0.4798208773, output_fired_time: 0.4463516176, propagate_forward_time: 19.1440029144, propagate_backward_time: 28.8883056641, weight_update_time: 0.1108474731, other_time: 2.1027889252
epoch time: 4.2655773163s, input_fired_time: 0.0596963093, output_fired_time: 0.0000000000, propagate_forward_time: 3.8289103508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769707680
validation[          , genome  3606] predictions:    9581/  10000 (95.81%), best:    9576/10000 (95.76%), error:      1349.80554, best error:      1336.49377 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.9939689636s, input_fired_time: 0.4822954535, output_fired_time: 0.4434795082, propagate_forward_time: 19.1017150879, propagate_backward_time: 28.8319740295, weight_update_time: 0.1112962216, other_time: 2.1345062256
epoch time: 4.2610635757s, input_fired_time: 0.0604532436, output_fired_time: 0.0000000000, propagate_forward_time: 3.8250341415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755760193
validation[          , genome  3606] predictions:    9555/  10000 (95.55%), best:    9576/10000 (95.76%), error:      1469.14905, best error:      1336.49377 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.5276374817s, input_fired_time: 0.4764724076, output_fired_time: 0.4400992393, propagate_forward_time: 18.9490547180, propagate_backward_time: 28.5714378357, weight_update_time: 0.1095377058, other_time: 2.0905761719
epoch time: 4.2163496017s, input_fired_time: 0.0613621958, output_fired_time: 0.0000000000, propagate_forward_time: 3.7782053947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767819405
validation[          , genome  3606] predictions:    9542/  10000 (95.42%), best:    9576/10000 (95.76%), error:      1485.29297, best error:      1336.49377 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.1499214172s, input_fired_time: 0.4849069715, output_fired_time: 0.4467504025, propagate_forward_time: 19.1618080139, propagate_backward_time: 28.9336452484, weight_update_time: 0.1106359959, other_time: 2.1228122711
epoch time: 4.2808184624s, input_fired_time: 0.0603229329, output_fired_time: 0.0000000000, propagate_forward_time: 3.8422281742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782675266
validation[          , genome  3606] predictions:    9493/  10000 (94.93%), best:    9576/10000 (95.76%), error:      1660.11890, best error:      1336.49377 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.9002532959s, input_fired_time: 0.4842121005, output_fired_time: 0.4425712824, propagate_forward_time: 19.0702934265, propagate_backward_time: 28.7520828247, weight_update_time: 0.1110267341, other_time: 2.1510963440
epoch time: 4.2597270012s, input_fired_time: 0.0613194853, output_fired_time: 0.0000000000, propagate_forward_time: 3.8159904480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824172020
validation[          , genome  3606] predictions:    9502/  10000 (95.02%), best:    9576/10000 (95.76%), error:      1609.17603, best error:      1336.49377 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.7194137573s, input_fired_time: 0.4844874144, output_fired_time: 0.4396363497, propagate_forward_time: 19.0173759460, propagate_backward_time: 28.6318817139, weight_update_time: 0.1104155481, other_time: 2.1460342407
epoch time: 4.2787380219s, input_fired_time: 0.0612298138, output_fired_time: 0.0000000000, propagate_forward_time: 3.8335175514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839907646
validation[          , genome  3606] predictions:    9456/  10000 (94.56%), best:    9576/10000 (95.76%), error:      1701.27307, best error:      1336.49377 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.7077445984s, input_fired_time: 0.4807744920, output_fired_time: 0.4366655350, propagate_forward_time: 19.0611305237, propagate_backward_time: 28.6264877319, weight_update_time: 0.1104988530, other_time: 2.1026878357
epoch time: 4.2755775452s, input_fired_time: 0.0598774031, output_fired_time: 0.0000000000, propagate_forward_time: 3.8386857510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770143986
validation[          , genome  3606] predictions:    9513/  10000 (95.13%), best:    9576/10000 (95.76%), error:      1589.71887, best error:      1336.49377 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.9475250244s, input_fired_time: 0.4870208204, output_fired_time: 0.4416188598, propagate_forward_time: 19.0917358398, propagate_backward_time: 28.7773208618, weight_update_time: 0.1113210693, other_time: 2.1498260498
epoch time: 4.2576994896s, input_fired_time: 0.0607757084, output_fired_time: 0.0000000000, propagate_forward_time: 3.8146049976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823187351
validation[          , genome  3606] predictions:    9589/  10000 (95.89%), best:    9576/10000 (95.76%), error:      1346.94202, best error:      1336.49377 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.9300041199s, input_fired_time: 0.4847328067, output_fired_time: 0.4415224791, propagate_forward_time: 19.0574340820, propagate_backward_time: 28.8205089569, weight_update_time: 0.1106897146, other_time: 2.1258068085
epoch time: 4.2538042068s, input_fired_time: 0.0607373007, output_fired_time: 0.0000000000, propagate_forward_time: 3.8150503635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780167103
validation[          , genome  3606] predictions:    9549/  10000 (95.49%), best:    9576/10000 (95.76%), error:      1462.61169, best error:      1336.49377 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.9491844177s, input_fired_time: 0.4862216711, output_fired_time: 0.4444939494, propagate_forward_time: 19.0915908813, propagate_backward_time: 28.7789649963, weight_update_time: 0.1106679589, other_time: 2.1479148865
epoch time: 4.2618045807s, input_fired_time: 0.0617701299, output_fired_time: 0.0000000000, propagate_forward_time: 3.8164293766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836052418
validation[          , genome  3606] predictions:    9566/  10000 (95.66%), best:    9576/10000 (95.76%), error:      1477.88977, best error:      1336.49377 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.0473022461s, input_fired_time: 0.4826575816, output_fired_time: 0.4447045922, propagate_forward_time: 19.1314125061, propagate_backward_time: 28.8489246368, weight_update_time: 0.1109840646, other_time: 2.1396007538
epoch time: 4.2541661263s, input_fired_time: 0.0607885383, output_fired_time: 0.0000000000, propagate_forward_time: 3.8166837692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766937256
validation[          , genome  3606] predictions:    9556/  10000 (95.56%), best:    9576/10000 (95.76%), error:      1428.95972, best error:      1336.49377 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 50.7518005371s, input_fired_time: 0.4861018658, output_fired_time: 0.4404567480, propagate_forward_time: 19.0077476501, propagate_backward_time: 28.6736469269, weight_update_time: 0.1111356914, other_time: 2.1438465118
epoch time: 4.2280693054s, input_fired_time: 0.0605676845, output_fired_time: 0.0000000000, propagate_forward_time: 3.7832877636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842136860
validation[          , genome  3606] predictions:    9562/  10000 (95.62%), best:    9576/10000 (95.76%), error:      1412.63477, best error:      1336.49377 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.9433898926s, input_fired_time: 0.4800893962, output_fired_time: 0.4411385953, propagate_forward_time: 19.1208324432, propagate_backward_time: 28.8077106476, weight_update_time: 0.1093433648, other_time: 2.0936164856
epoch time: 4.2522811890s, input_fired_time: 0.0607193299, output_fired_time: 0.0000000000, propagate_forward_time: 3.8133254051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782362938
validation[          , genome  3606] predictions:    9555/  10000 (95.55%), best:    9576/10000 (95.76%), error:      1452.77539, best error:      1336.49377 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.6985397339s, input_fired_time: 0.4894227684, output_fired_time: 0.4421175718, propagate_forward_time: 18.9462413788, propagate_backward_time: 28.6792984009, weight_update_time: 0.1103010848, other_time: 2.1414623260
epoch time: 4.2447576523s, input_fired_time: 0.0609192662, output_fired_time: 0.0000000000, propagate_forward_time: 3.8011071682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827311993
validation[          , genome  3606] predictions:    9549/  10000 (95.49%), best:    9576/10000 (95.76%), error:      1444.90820, best error:      1336.49377 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.1900520325s, input_fired_time: 0.4845140576, output_fired_time: 0.4443589747, propagate_forward_time: 19.1969699860, propagate_backward_time: 28.9687480927, weight_update_time: 0.1104949713, other_time: 2.0954627991
epoch time: 4.2779316902s, input_fired_time: 0.0602145009, output_fired_time: 0.0000000000, propagate_forward_time: 3.8416781425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760390282
validation[          , genome  3606] predictions:    9571/  10000 (95.71%), best:    9576/10000 (95.76%), error:      1409.00562, best error:      1336.49377 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.2136840820s, input_fired_time: 0.4865785837, output_fired_time: 0.4432943463, propagate_forward_time: 19.1596870422, propagate_backward_time: 28.9728679657, weight_update_time: 0.1116936058, other_time: 2.1512546539
epoch time: 4.2718267441s, input_fired_time: 0.0634885654, output_fired_time: 0.0000000000, propagate_forward_time: 3.8253357410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830025196
validation[          , genome  3606] predictions:    9556/  10000 (95.56%), best:    9576/10000 (95.76%), error:      1455.92822, best error:      1336.49377 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.1186828613s, input_fired_time: 0.4871938825, output_fired_time: 0.4446092546, propagate_forward_time: 19.1177597046, propagate_backward_time: 28.9184265137, weight_update_time: 0.1118750870, other_time: 2.1506919861
epoch time: 4.2649946213s, input_fired_time: 0.0613515191, output_fired_time: 0.0000000000, propagate_forward_time: 3.8208558559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827874660
validation[          , genome  3606] predictions:    9535/  10000 (95.35%), best:    9576/10000 (95.76%), error:      1541.12830, best error:      1336.49377 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.9335479736s, input_fired_time: 0.4869887531, output_fired_time: 0.4443622231, propagate_forward_time: 19.0565605164, propagate_backward_time: 28.8064098358, weight_update_time: 0.1126490906, other_time: 2.1392269135
epoch time: 4.2505583763s, input_fired_time: 0.0606027357, output_fired_time: 0.0000000000, propagate_forward_time: 3.8092763424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806793690
validation[          , genome  3606] predictions:    9555/  10000 (95.55%), best:    9576/10000 (95.76%), error:      1472.10217, best error:      1336.49377 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.8285827637s, input_fired_time: 0.4824411273, output_fired_time: 0.4393748939, propagate_forward_time: 19.0712394714, propagate_backward_time: 28.7387790680, weight_update_time: 0.1105953306, other_time: 2.0967502594
epoch time: 4.2631964684s, input_fired_time: 0.0615612790, output_fired_time: 0.0000000000, propagate_forward_time: 3.8238956928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777396679
validation[          , genome  3606] predictions:    9565/  10000 (95.65%), best:    9576/10000 (95.76%), error:      1402.99243, best error:      1336.49377 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.1295661926s, input_fired_time: 0.4898905456, output_fired_time: 0.4431490302, propagate_forward_time: 19.1412048340, propagate_backward_time: 28.9026184082, weight_update_time: 0.1116675735, other_time: 2.1527023315
epoch time: 4.2755851746s, input_fired_time: 0.0615339205, output_fired_time: 0.0000000000, propagate_forward_time: 3.8295235634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845276833
validation[          , genome  3606] predictions:    9562/  10000 (95.62%), best:    9576/10000 (95.76%), error:      1394.63611, best error:      1336.49377 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.1335945129s, input_fired_time: 0.4895554781, output_fired_time: 0.4434924126, propagate_forward_time: 19.1481876373, propagate_backward_time: 28.8984527588, weight_update_time: 0.1120430231, other_time: 2.1539058685
epoch time: 4.2686567307s, input_fired_time: 0.0613203496, output_fired_time: 0.0000000000, propagate_forward_time: 3.8241443634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831920624
validation[          , genome  3606] predictions:    9487/  10000 (94.87%), best:    9576/10000 (95.76%), error:      1598.98694, best error:      1336.49377 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.9582214355s, input_fired_time: 0.4871476293, output_fired_time: 0.4442496896, propagate_forward_time: 19.1018657684, propagate_backward_time: 28.7924766541, weight_update_time: 0.1102669835, other_time: 2.1324825287
epoch time: 4.2826528549s, input_fired_time: 0.0612810366, output_fired_time: 0.0000000000, propagate_forward_time: 3.8455131054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758585453
validation[          , genome  3606] predictions:    9583/  10000 (95.83%), best:    9576/10000 (95.76%), error:      1402.51465, best error:      1336.49377 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.7622337341s, input_fired_time: 0.4884027541, output_fired_time: 0.4423007071, propagate_forward_time: 19.0611286163, propagate_backward_time: 28.6210174561, weight_update_time: 0.1108298525, other_time: 2.1493854523
epoch time: 4.2727265358s, input_fired_time: 0.0618598014, output_fired_time: 0.0000000000, propagate_forward_time: 3.8262016773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846652508
validation[          , genome  3606] predictions:    9553/  10000 (95.53%), best:    9576/10000 (95.76%), error:      1402.25488, best error:      1336.49377 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.8020820618s, input_fired_time: 0.4857438803, output_fired_time: 0.4426174164, propagate_forward_time: 19.0585556030, propagate_backward_time: 28.7238101959, weight_update_time: 0.1095698252, other_time: 2.0913524628
epoch time: 4.2484078407s, input_fired_time: 0.0605061688, output_fired_time: 0.0000000000, propagate_forward_time: 3.8105356693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773658276
validation[          , genome  3606] predictions:    9571/  10000 (95.71%), best:    9576/10000 (95.76%), error:      1389.12134, best error:      1336.49377 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.2751197815s, input_fired_time: 0.4911983907, output_fired_time: 0.4434493184, propagate_forward_time: 19.2025699615, propagate_backward_time: 28.9838142395, weight_update_time: 0.1124863625, other_time: 2.1540851593
epoch time: 4.2856359482s, input_fired_time: 0.0617915280, output_fired_time: 0.0000000000, propagate_forward_time: 3.8395919800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842525482
validation[          , genome  3606] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1360.56104, best error:      1336.49377 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.2598571777s, input_fired_time: 0.4947926104, output_fired_time: 0.4468568563, propagate_forward_time: 19.1999034882, propagate_backward_time: 28.9668865204, weight_update_time: 0.1128699109, other_time: 2.1514167786
epoch time: 4.2480444908s, input_fired_time: 0.0608752407, output_fired_time: 0.0000000000, propagate_forward_time: 3.8116118908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755571842
validation[          , genome  3606] predictions:    9565/  10000 (95.65%), best:    9576/10000 (95.76%), error:      1423.67859, best error:      1336.49377 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.9455299377s, input_fired_time: 0.4923775196, output_fired_time: 0.4421794415, propagate_forward_time: 19.0602378845, propagate_backward_time: 28.8114852905, weight_update_time: 0.1112104729, other_time: 2.1392478943
epoch time: 4.2522716522s, input_fired_time: 0.0621306822, output_fired_time: 0.0000000000, propagate_forward_time: 3.8133127689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768284321
validation[          , genome  3606] predictions:    9557/  10000 (95.57%), best:    9576/10000 (95.76%), error:      1471.98999, best error:      1336.49377 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.1429901123s, input_fired_time: 0.4916813374, output_fired_time: 0.4456886649, propagate_forward_time: 19.1579055786, propagate_backward_time: 28.9026813507, weight_update_time: 0.1116798446, other_time: 2.1450328827
epoch time: 4.2828316689s, input_fired_time: 0.0612062700, output_fired_time: 0.0000000000, propagate_forward_time: 3.8374121189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842132092
validation[          , genome  3606] predictions:    9553/  10000 (95.53%), best:    9576/10000 (95.76%), error:      1478.73779, best error:      1336.49377 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.1309890747s, input_fired_time: 0.4891951382, output_fired_time: 0.4432534575, propagate_forward_time: 19.1548175812, propagate_backward_time: 28.8963031769, weight_update_time: 0.1124205291, other_time: 2.1474189758
epoch time: 4.2809658051s, input_fired_time: 0.0608077645, output_fired_time: 0.0000000000, propagate_forward_time: 3.8361606598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839974403
validation[          , genome  3606] predictions:    9560/  10000 (95.60%), best:    9576/10000 (95.76%), error:      1435.19507, best error:      1336.49377 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.7796745300s, input_fired_time: 0.4883053005, output_fired_time: 0.4424810708, propagate_forward_time: 18.9873600006, propagate_backward_time: 28.6987133026, weight_update_time: 0.1136499196, other_time: 2.1628150940
epoch time: 4.2557759285s, input_fired_time: 0.0607860051, output_fired_time: 0.0000000000, propagate_forward_time: 3.8168177605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781723976
validation[          , genome  3606] predictions:    9543/  10000 (95.43%), best:    9576/10000 (95.76%), error:      1451.49060, best error:      1336.49377 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.6895027161s, input_fired_time: 0.4847338498, output_fired_time: 0.4376606345, propagate_forward_time: 19.0368518829, propagate_backward_time: 28.6542205811, weight_update_time: 0.1086112410, other_time: 2.0760364532
epoch time: 4.2274365425s, input_fired_time: 0.0611986145, output_fired_time: 0.0000000000, propagate_forward_time: 3.7861070633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801307678
validation[          , genome  3606] predictions:    9524/  10000 (95.24%), best:    9576/10000 (95.76%), error:      1556.17712, best error:      1336.49377 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.9956169128s, input_fired_time: 0.4883897305, output_fired_time: 0.4416330457, propagate_forward_time: 19.1144847870, propagate_backward_time: 28.8020133972, weight_update_time: 0.1113829911, other_time: 2.1490993500
epoch time: 4.2714719772s, input_fired_time: 0.0622626357, output_fired_time: 0.0000000000, propagate_forward_time: 3.8259613514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832480907
validation[          , genome  3606] predictions:    9556/  10000 (95.56%), best:    9576/10000 (95.76%), error:      1501.79529, best error:      1336.49377 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.1242752075s, input_fired_time: 0.4940414131, output_fired_time: 0.4430904984, propagate_forward_time: 19.1642589569, propagate_backward_time: 28.8710765839, weight_update_time: 0.1109828353, other_time: 2.1518058777
epoch time: 4.2702174187s, input_fired_time: 0.0621532761, output_fired_time: 0.0000000000, propagate_forward_time: 3.8249783516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830857277
validation[          , genome  3606] predictions:    9533/  10000 (95.33%), best:    9576/10000 (95.76%), error:      1510.95154, best error:      1336.49377 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.1515693665s, input_fired_time: 0.4950116277, output_fired_time: 0.4460366964, propagate_forward_time: 19.1455574036, propagate_backward_time: 28.9145298004, weight_update_time: 0.1109524593, other_time: 2.1504344940
epoch time: 4.2654151917s, input_fired_time: 0.0611148812, output_fired_time: 0.0000000000, propagate_forward_time: 3.8195166588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847837448
validation[          , genome  3606] predictions:    9518/  10000 (95.18%), best:    9576/10000 (95.76%), error:      1527.68152, best error:      1336.49377 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.2941589355s, input_fired_time: 0.4949952066, output_fired_time: 0.4468570352, propagate_forward_time: 19.1906452179, propagate_backward_time: 29.0071563721, weight_update_time: 0.1132103130, other_time: 2.1545047760
epoch time: 4.2898144722s, input_fired_time: 0.0630571395, output_fired_time: 0.0000000000, propagate_forward_time: 3.8415007591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852567673
validation[          , genome  3606] predictions:    9588/  10000 (95.88%), best:    9576/10000 (95.76%), error:      1404.41003, best error:      1336.49377 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.3005447388s, input_fired_time: 0.4940766096, output_fired_time: 0.4453597665, propagate_forward_time: 19.1956462860, propagate_backward_time: 29.0135364532, weight_update_time: 0.1115791500, other_time: 2.1519279480
epoch time: 4.2869911194s, input_fired_time: 0.0630895644, output_fired_time: 0.0000000000, propagate_forward_time: 3.8398487568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840529919
validation[          , genome  3606] predictions:    9546/  10000 (95.46%), best:    9576/10000 (95.76%), error:      1492.04150, best error:      1336.49377 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.9451026917s, input_fired_time: 0.4866886735, output_fired_time: 0.4435005188, propagate_forward_time: 19.0880222321, propagate_backward_time: 28.8405990601, weight_update_time: 0.1103980318, other_time: 2.0862903595
epoch time: 4.2573132515s, input_fired_time: 0.0615710579, output_fired_time: 0.0000000000, propagate_forward_time: 3.8186516762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770904541
validation[          , genome  3606] predictions:    9538/  10000 (95.38%), best:    9576/10000 (95.76%), error:      1481.56091, best error:      1336.49377 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.1377487183s, input_fired_time: 0.4923359752, output_fired_time: 0.4436783791, propagate_forward_time: 19.1375446320, propagate_backward_time: 28.9178524017, weight_update_time: 0.1122915894, other_time: 2.1463356018
epoch time: 4.2289004326s, input_fired_time: 0.0602097176, output_fired_time: 0.0000000000, propagate_forward_time: 3.7930443287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756463528
validation[          , genome  3606] predictions:    9557/  10000 (95.57%), best:    9576/10000 (95.76%), error:      1469.40771, best error:      1336.49377 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.9480209351s, input_fired_time: 0.4937989712, output_fired_time: 0.4406775832, propagate_forward_time: 19.1003017426, propagate_backward_time: 28.7604045868, weight_update_time: 0.1102729961, other_time: 2.1528396606
epoch time: 4.2740807533s, input_fired_time: 0.0616812855, output_fired_time: 0.0000000000, propagate_forward_time: 3.8294084072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829910755
validation[          , genome  3606] predictions:    9533/  10000 (95.33%), best:    9576/10000 (95.76%), error:      1478.02893, best error:      1336.49377 on epoch:    48, 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: 21.3132686615s, input_fired_time: 0.3014415205, output_fired_time: 0.0000000000, propagate_forward_time: 19.0167350769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9950923920
best training[          , genome  3606] predictions:   48574/  50000 (97.15%), best:    9576/10000 (95.76%), error:      4949.30762, best error:      1336.49377 on epoch:    48, 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: 4.2714862823s, input_fired_time: 0.0596625581, output_fired_time: 0.0000000000, propagate_forward_time: 3.8264913559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853325844
   testing[          , genome  3606] predictions:    9599/  10000 (95.99%), best:    9576/10000 (95.76%), error:      1298.03516, best error:      1336.49377 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:23:34 (3492): called boinc_finish(0)

</stderr_txt>
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