Nameexact_genome_1512735002_41_19666_0
Workunit2669618
Created14 Dec 2017, 7:29:28 UTC
Sent14 Dec 2017, 7:44:04 UTC
Report deadline25 Jan 2018, 1:36:34 UTC
Received17 Dec 2017, 6:59:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time20 hours 12 min 3 sec
CPU time20 hours 10 min 29 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size165.64 MB
Peak swap size167.41 MB
Peak disk usage2.64 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 50.5147094727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196136475
validation[          , genome 19666] predictions:    9835/  10000 (98.35%), best:    9850/10000 (98.50%), error:       528.96222, best error:       482.87091 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 654.9302368164s, input_fired_time: 7.4892535210, output_fired_time: 5.5942845345, propagate_forward_time: 247.6152954102, propagate_backward_time: 385.2259521484, weight_update_time: 0.6045642495, other_time: 9.0054321289
epoch time: 51.6436729431s, input_fired_time: 0.8692988753, output_fired_time: 0.0000000000, propagate_forward_time: 49.1827545166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5916213989
validation[          , genome 19666] predictions:    9764/  10000 (97.64%), best:    9850/10000 (98.50%), error:       758.06335, best error:       482.87091 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 660.7265625000s, input_fired_time: 7.5202980042, output_fired_time: 5.6518301964, propagate_forward_time: 249.7819519043, propagate_backward_time: 388.7916564941, weight_update_time: 0.6036704183, other_time: 8.9807739258
epoch time: 52.2490234375s, input_fired_time: 0.8689090610, output_fired_time: 0.0000000000, propagate_forward_time: 49.7330894470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6470260620
validation[          , genome 19666] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       489.08719, best error:       482.87091 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 667.2423095703s, input_fired_time: 7.5815868378, output_fired_time: 5.7145624161, propagate_forward_time: 251.9940490723, propagate_backward_time: 392.8918457031, weight_update_time: 0.6095338464, other_time: 9.0602722168
epoch time: 53.0603752136s, input_fired_time: 0.8912564516, output_fired_time: 0.0000000000, propagate_forward_time: 50.5362358093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6328811646
validation[          , genome 19666] predictions:    9856/  10000 (98.56%), best:    9850/10000 (98.50%), error:       499.54736, best error:       482.87091 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 663.0149536133s, input_fired_time: 7.5450239182, output_fired_time: 5.6821637154, propagate_forward_time: 249.9707946777, propagate_backward_time: 390.7061462402, weight_update_time: 0.6127949953, other_time: 9.1107788086
epoch time: 52.3998031616s, input_fired_time: 0.8639640212, output_fired_time: 0.0000000000, propagate_forward_time: 49.8718185425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6640205383
validation[          , genome 19666] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       472.33295, best error:       472.33295 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 657.5661621094s, input_fired_time: 7.5068817139, output_fired_time: 5.6066570282, propagate_forward_time: 248.3122100830, propagate_backward_time: 387.1687316895, weight_update_time: 0.6046004295, other_time: 8.9717102051
epoch time: 51.7872848511s, input_fired_time: 0.8607413173, output_fired_time: 0.0000000000, propagate_forward_time: 49.2615356445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6650085449
validation[          , genome 19666] predictions:    9835/  10000 (98.35%), best:    9844/10000 (98.44%), error:       516.27240, best error:       472.33295 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 658.6411132812s, input_fired_time: 7.4927673340, output_fired_time: 5.6331715584, propagate_forward_time: 248.3329925537, propagate_backward_time: 388.1924438477, weight_update_time: 0.6071732640, other_time: 8.9896850586
epoch time: 53.3113212585s, input_fired_time: 0.8784855604, output_fired_time: 0.0000000000, propagate_forward_time: 50.7847518921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6480827332
validation[          , genome 19666] predictions:    9846/  10000 (98.46%), best:    9844/10000 (98.44%), error:       477.02377, best error:       472.33295 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 665.4033203125s, input_fired_time: 7.6017718315, output_fired_time: 5.7380089760, propagate_forward_time: 251.9400787354, propagate_backward_time: 390.9801330566, weight_update_time: 0.6150202155, other_time: 9.1433410645
epoch time: 51.5216827393s, input_fired_time: 0.8682416081, output_fired_time: 0.0000000000, propagate_forward_time: 49.0216102600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6318321228
validation[          , genome 19666] predictions:    9810/  10000 (98.10%), best:    9844/10000 (98.44%), error:       576.07928, best error:       472.33295 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 660.1024169922s, input_fired_time: 7.5600547791, output_fired_time: 5.6334104538, propagate_forward_time: 249.6940460205, propagate_backward_time: 388.2588195801, weight_update_time: 0.6060231328, other_time: 8.9560852051
epoch time: 51.8470306396s, input_fired_time: 0.8585540652, output_fired_time: 0.0000000000, propagate_forward_time: 49.3335456848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6549301147
validation[          , genome 19666] predictions:    9840/  10000 (98.40%), best:    9844/10000 (98.44%), error:       483.13632, best error:       472.33295 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 660.6271972656s, input_fired_time: 7.5221362114, output_fired_time: 5.6321878433, propagate_forward_time: 249.5756072998, propagate_backward_time: 388.9839477539, weight_update_time: 0.6063458323, other_time: 8.9132690430
epoch time: 52.7913208008s, input_fired_time: 0.8803007007, output_fired_time: 0.0000000000, propagate_forward_time: 50.3096046448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014137268
validation[          , genome 19666] predictions:    9836/  10000 (98.36%), best:    9844/10000 (98.44%), error:       492.03458, best error:       472.33295 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 660.7999877930s, input_fired_time: 7.5686211586, output_fired_time: 5.7132921219, propagate_forward_time: 249.7525329590, propagate_backward_time: 388.7545166016, weight_update_time: 0.6167289615, other_time: 9.0110168457
epoch time: 52.6178665161s, input_fired_time: 0.8771993518, output_fired_time: 0.0000000000, propagate_forward_time: 50.0848426819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6558227539
validation[          , genome 19666] predictions:    9849/  10000 (98.49%), best:    9844/10000 (98.44%), error:       481.39108, best error:       472.33295 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 659.7704467773s, input_fired_time: 7.5888152122, output_fired_time: 5.6983733177, propagate_forward_time: 249.7859344482, propagate_backward_time: 387.5847778320, weight_update_time: 0.6080162525, other_time: 9.1125488281
epoch time: 52.0430145264s, input_fired_time: 0.8665006161, output_fired_time: 0.0000000000, propagate_forward_time: 49.5597648621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6167488098
validation[          , genome 19666] predictions:    9837/  10000 (98.37%), best:    9844/10000 (98.44%), error:       516.62189, best error:       472.33295 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 666.5971679688s, input_fired_time: 7.5912985802, output_fired_time: 5.7228055000, propagate_forward_time: 251.7588043213, propagate_backward_time: 392.4522094727, weight_update_time: 0.6125529408, other_time: 9.0720825195
epoch time: 51.7404594421s, input_fired_time: 0.8485958576, output_fired_time: 0.0000000000, propagate_forward_time: 49.2994155884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924491882
validation[          , genome 19666] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       430.90323, best error:       430.90323 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 660.6522827148s, input_fired_time: 7.5418405533, output_fired_time: 5.6254553795, propagate_forward_time: 250.0823516846, propagate_backward_time: 388.4047241211, weight_update_time: 0.6121302843, other_time: 8.9979248047
epoch time: 52.9087524414s, input_fired_time: 0.8664780259, output_fired_time: 0.0000000000, propagate_forward_time: 50.4462547302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5960197449
validation[          , genome 19666] predictions:    9867/  10000 (98.67%), best:    9858/10000 (98.58%), error:       453.48822, best error:       430.90323 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 662.3172607422s, input_fired_time: 7.6238059998, output_fired_time: 5.6598720551, propagate_forward_time: 250.5037689209, propagate_backward_time: 389.4231567383, weight_update_time: 0.6090531945, other_time: 9.1066894531
epoch time: 51.8590278625s, input_fired_time: 0.8758935928, output_fired_time: 0.0000000000, propagate_forward_time: 49.3817100525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014251709
validation[          , genome 19666] predictions:    9833/  10000 (98.33%), best:    9858/10000 (98.58%), error:       547.58636, best error:       430.90323 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 663.9228515625s, input_fired_time: 7.6138734818, output_fired_time: 5.7013287544, propagate_forward_time: 250.4892883301, propagate_backward_time: 390.9755554199, weight_update_time: 0.6127694845, other_time: 9.1427612305
epoch time: 52.4179344177s, input_fired_time: 0.8710228205, output_fired_time: 0.0000000000, propagate_forward_time: 49.9303474426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6165657043
validation[          , genome 19666] predictions:    9856/  10000 (98.56%), best:    9858/10000 (98.58%), error:       465.22153, best error:       430.90323 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 662.4330444336s, input_fired_time: 7.5962991714, output_fired_time: 5.6900196075, propagate_forward_time: 250.5240325928, propagate_backward_time: 389.4907226562, weight_update_time: 0.6104069352, other_time: 9.1319580078
epoch time: 53.3699111938s, input_fired_time: 0.8921418786, output_fired_time: 0.0000000000, propagate_forward_time: 50.8116035461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6661643982
validation[          , genome 19666] predictions:    9836/  10000 (98.36%), best:    9858/10000 (98.58%), error:       483.88205, best error:       430.90323 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 660.5191650391s, input_fired_time: 7.5738744736, output_fired_time: 5.6490941048, propagate_forward_time: 249.6425476074, propagate_backward_time: 388.4851074219, weight_update_time: 0.6153670549, other_time: 9.1685485840
epoch time: 52.9312705994s, input_fired_time: 0.9003601670, output_fired_time: 0.0000000000, propagate_forward_time: 50.3779563904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6529541016
validation[          , genome 19666] predictions:    9806/  10000 (98.06%), best:    9858/10000 (98.58%), error:       564.58929, best error:       430.90323 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 661.4364013672s, input_fired_time: 7.5811347961, output_fired_time: 5.6665320396, propagate_forward_time: 250.3097381592, propagate_backward_time: 388.8034362793, weight_update_time: 0.6091002226, other_time: 9.0755920410
epoch time: 52.0841331482s, input_fired_time: 0.8814618587, output_fired_time: 0.0000000000, propagate_forward_time: 49.5898971558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6127738953
validation[          , genome 19666] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       417.47815, best error:       417.47815 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 667.0895996094s, input_fired_time: 7.5929331779, output_fired_time: 5.6681346893, propagate_forward_time: 252.5713043213, propagate_backward_time: 392.2221679688, weight_update_time: 0.6124554873, other_time: 9.0350341797
epoch time: 53.0048408508s, input_fired_time: 0.8790543079, output_fired_time: 0.0000000000, propagate_forward_time: 50.4858741760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6399116516
validation[          , genome 19666] predictions:    9731/  10000 (97.31%), best:    9878/10000 (98.78%), error:       813.52582, best error:       417.47815 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 664.0426025391s, input_fired_time: 7.5891890526, output_fired_time: 5.6964187622, propagate_forward_time: 251.0990142822, propagate_backward_time: 390.6408386230, weight_update_time: 0.6069826484, other_time: 9.0171813965
epoch time: 52.2656326294s, input_fired_time: 0.8701739907, output_fired_time: 0.0000000000, propagate_forward_time: 49.7781982422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6172599792
validation[          , genome 19666] predictions:    9856/  10000 (98.56%), best:    9878/10000 (98.78%), error:       479.85757, best error:       417.47815 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 661.6277465820s, input_fired_time: 7.6128745079, output_fired_time: 5.6612253189, propagate_forward_time: 250.2528381348, propagate_backward_time: 389.0140380859, weight_update_time: 0.6126667261, other_time: 9.0867614746
epoch time: 53.4940834045s, input_fired_time: 0.8929603100, output_fired_time: 0.0000000000, propagate_forward_time: 50.9246597290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6764640808
validation[          , genome 19666] predictions:    9862/  10000 (98.62%), best:    9878/10000 (98.78%), error:       450.38855, best error:       417.47815 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 667.9427490234s, input_fired_time: 7.6557693481, output_fired_time: 5.7389221191, propagate_forward_time: 252.7409210205, propagate_backward_time: 392.8000793457, weight_update_time: 0.6215847731, other_time: 9.0071105957
epoch time: 53.4335365295s, input_fired_time: 0.8980053663, output_fired_time: 0.0000000000, propagate_forward_time: 50.8861961365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6493339539
validation[          , genome 19666] predictions:    9815/  10000 (98.15%), best:    9878/10000 (98.78%), error:       590.41553, best error:       417.47815 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 660.5123901367s, input_fired_time: 7.5936961174, output_fired_time: 5.6816573143, propagate_forward_time: 250.0644073486, propagate_backward_time: 388.0964355469, weight_update_time: 0.6112447381, other_time: 9.0762329102
epoch time: 52.6705017090s, input_fired_time: 0.8708767891, output_fired_time: 0.0000000000, propagate_forward_time: 50.1690521240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6305732727
validation[          , genome 19666] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       463.21521, best error:       417.47815 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 652.1557006836s, input_fired_time: 7.5397472382, output_fired_time: 5.6037387848, propagate_forward_time: 246.4053497314, propagate_backward_time: 383.6004028320, weight_update_time: 0.6094743013, other_time: 9.0064697266
epoch time: 51.4330024719s, input_fired_time: 0.8585183620, output_fired_time: 0.0000000000, propagate_forward_time: 48.9605789185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6139068604
validation[          , genome 19666] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       433.21027, best error:       417.47815 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 659.0053710938s, input_fired_time: 7.5662546158, output_fired_time: 5.6697258949, propagate_forward_time: 248.7805175781, propagate_backward_time: 387.9154663086, weight_update_time: 0.6120532751, other_time: 9.0733642578
epoch time: 52.3101234436s, input_fired_time: 0.8832653761, output_fired_time: 0.0000000000, propagate_forward_time: 49.8134346008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6134223938
validation[          , genome 19666] predictions:    9854/  10000 (98.54%), best:    9878/10000 (98.78%), error:       458.56262, best error:       417.47815 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 664.2014160156s, input_fired_time: 7.6162686348, output_fired_time: 5.6846113205, propagate_forward_time: 251.0635986328, propagate_backward_time: 390.8321533203, weight_update_time: 0.6139664054, other_time: 9.0047607422
epoch time: 52.0843315125s, input_fired_time: 0.8720356226, output_fired_time: 0.0000000000, propagate_forward_time: 49.5791511536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6331443787
validation[          , genome 19666] predictions:    9855/  10000 (98.55%), best:    9878/10000 (98.78%), error:       448.30917, best error:       417.47815 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 662.2529296875s, input_fired_time: 7.6115417480, output_fired_time: 5.6834483147, propagate_forward_time: 250.4674682617, propagate_backward_time: 389.5348510742, weight_update_time: 0.6095168591, other_time: 8.9555664062
epoch time: 51.7775802612s, input_fired_time: 0.8826924562, output_fired_time: 0.0000000000, propagate_forward_time: 49.2606430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6342430115
validation[          , genome 19666] predictions:    9874/  10000 (98.74%), best:    9878/10000 (98.78%), error:       424.05124, best error:       417.47815 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 671.6060791016s, input_fired_time: 7.6782956123, output_fired_time: 5.7634844780, propagate_forward_time: 253.9874420166, propagate_backward_time: 395.1081237793, weight_update_time: 0.6193639636, other_time: 9.0687561035
epoch time: 53.4521255493s, input_fired_time: 0.8880422115, output_fired_time: 0.0000000000, propagate_forward_time: 50.9240493774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6400337219
validation[          , genome 19666] predictions:    9817/  10000 (98.17%), best:    9878/10000 (98.78%), error:       566.53314, best error:       417.47815 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 671.1727905273s, input_fired_time: 7.6726312637, output_fired_time: 5.7148189545, propagate_forward_time: 253.7100524902, propagate_backward_time: 394.9412231445, weight_update_time: 0.6133680344, other_time: 9.1340637207
epoch time: 53.7100830078s, input_fired_time: 0.9091823101, output_fired_time: 0.0000000000, propagate_forward_time: 51.1136283875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6872711182
validation[          , genome 19666] predictions:    9874/  10000 (98.74%), best:    9878/10000 (98.78%), error:       428.55795, best error:       417.47815 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 671.1801757812s, input_fired_time: 7.7137665749, output_fired_time: 5.7744579315, propagate_forward_time: 253.9824829102, propagate_backward_time: 394.5754089355, weight_update_time: 0.6139569283, other_time: 9.1340637207
epoch time: 53.4578018188s, input_fired_time: 0.8957581520, output_fired_time: 0.0000000000, propagate_forward_time: 50.8404922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7215499878
validation[          , genome 19666] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       407.70883, best error:       407.70883 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 672.2172851562s, input_fired_time: 7.6927509308, output_fired_time: 5.7319793701, propagate_forward_time: 253.8992309570, propagate_backward_time: 395.7135009766, weight_update_time: 0.6214222908, other_time: 9.1798095703
epoch time: 53.3843841553s, input_fired_time: 0.8884030581, output_fired_time: 0.0000000000, propagate_forward_time: 50.8376274109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6583518982
validation[          , genome 19666] predictions:    9822/  10000 (98.22%), best:    9871/10000 (98.71%), error:       611.69519, best error:       407.70883 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 671.2943725586s, input_fired_time: 7.6853613853, output_fired_time: 5.7622828484, propagate_forward_time: 253.6948852539, propagate_backward_time: 394.9929199219, weight_update_time: 0.6170089245, other_time: 9.1589355469
epoch time: 53.5174369812s, input_fired_time: 0.8964051604, output_fired_time: 0.0000000000, propagate_forward_time: 50.9656982422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6553344727
validation[          , genome 19666] predictions:    9861/  10000 (98.61%), best:    9871/10000 (98.71%), error:       424.73792, best error:       407.70883 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 670.5573730469s, input_fired_time: 7.6848144531, output_fired_time: 5.6817865372, propagate_forward_time: 253.6912078857, propagate_backward_time: 394.4093627930, weight_update_time: 0.6158971190, other_time: 9.0902099609
epoch time: 53.3728599548s, input_fired_time: 0.9002227187, output_fired_time: 0.0000000000, propagate_forward_time: 50.7993392944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6732978821
validation[          , genome 19666] predictions:    9853/  10000 (98.53%), best:    9871/10000 (98.71%), error:       483.33844, best error:       407.70883 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 672.7827148438s, input_fired_time: 7.6988911629, output_fired_time: 5.7582898140, propagate_forward_time: 254.3798217773, propagate_backward_time: 395.9363403320, weight_update_time: 0.6187083125, other_time: 9.0093383789
epoch time: 53.4578819275s, input_fired_time: 0.8978481293, output_fired_time: 0.0000000000, propagate_forward_time: 50.8588829041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7011528015
validation[          , genome 19666] predictions:    9868/  10000 (98.68%), best:    9871/10000 (98.71%), error:       426.07916, best error:       407.70883 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 672.4523315430s, input_fired_time: 7.7120237350, output_fired_time: 5.7518301010, propagate_forward_time: 254.0898132324, propagate_backward_time: 395.7453002930, weight_update_time: 0.6202258468, other_time: 9.1533508301
epoch time: 53.4154968262s, input_fired_time: 0.8965770006, output_fired_time: 0.0000000000, propagate_forward_time: 50.8796920776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6392288208
validation[          , genome 19666] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       418.80203, best error:       407.70883 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 670.4836425781s, input_fired_time: 7.6937074661, output_fired_time: 5.7301273346, propagate_forward_time: 253.3865203857, propagate_backward_time: 394.4596557617, weight_update_time: 0.6193460822, other_time: 9.2136230469
epoch time: 53.2638320923s, input_fired_time: 0.8846337199, output_fired_time: 0.0000000000, propagate_forward_time: 50.7658882141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6133117676
validation[          , genome 19666] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       393.98508, best error:       393.98508 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 668.1412353516s, input_fired_time: 7.6842145920, output_fired_time: 5.6885933876, propagate_forward_time: 252.3054199219, propagate_backward_time: 393.3378601074, weight_update_time: 0.6165976524, other_time: 9.1251525879
epoch time: 53.4003334045s, input_fired_time: 0.8895772696, output_fired_time: 0.0000000000, propagate_forward_time: 50.8565216064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6542358398
validation[          , genome 19666] predictions:    9862/  10000 (98.62%), best:    9871/10000 (98.71%), error:       430.11655, best error:       393.98508 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 664.4039306641s, input_fired_time: 7.6322369576, output_fired_time: 5.6753234863, propagate_forward_time: 251.1810913086, propagate_backward_time: 390.8666992188, weight_update_time: 0.6115447879, other_time: 9.0485229492
epoch time: 52.6273460388s, input_fired_time: 0.8895281553, output_fired_time: 0.0000000000, propagate_forward_time: 50.0623054504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6755142212
validation[          , genome 19666] predictions:    9883/  10000 (98.83%), best:    9871/10000 (98.71%), error:       406.82693, best error:       393.98508 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 665.0746459961s, input_fired_time: 7.6681194305, output_fired_time: 5.6950464249, propagate_forward_time: 251.3440093994, propagate_backward_time: 391.2916564941, weight_update_time: 0.6151846051, other_time: 9.0758361816
epoch time: 53.1513824463s, input_fired_time: 0.8896118402, output_fired_time: 0.0000000000, propagate_forward_time: 50.6018409729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6599311829
validation[          , genome 19666] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       387.57074, best error:       387.57074 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 660.7133789062s, input_fired_time: 7.5991816521, output_fired_time: 5.6249036789, propagate_forward_time: 250.3897705078, propagate_backward_time: 388.0238037109, weight_update_time: 0.6139213443, other_time: 9.0757446289
epoch time: 52.8323097229s, input_fired_time: 0.8840080500, output_fired_time: 0.0000000000, propagate_forward_time: 50.3126373291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6356658936
validation[          , genome 19666] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       492.11200, best error:       387.57074 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 662.7865600586s, input_fired_time: 7.6694536209, output_fired_time: 5.6910896301, propagate_forward_time: 250.9902191162, propagate_backward_time: 389.4675903320, weight_update_time: 0.6095615029, other_time: 8.9682006836
epoch time: 52.3358955383s, input_fired_time: 0.8746668696, output_fired_time: 0.0000000000, propagate_forward_time: 49.8328132629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6284141541
validation[          , genome 19666] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       375.29938, best error:       375.29938 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 664.0349121094s, input_fired_time: 7.6508312225, output_fired_time: 5.6764807701, propagate_forward_time: 250.5919799805, propagate_backward_time: 391.0337524414, weight_update_time: 0.6134163141, other_time: 9.0819091797
epoch time: 53.4011421204s, input_fired_time: 0.8888884187, output_fired_time: 0.0000000000, propagate_forward_time: 50.8471221924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6651306152
validation[          , genome 19666] predictions:    9858/  10000 (98.58%), best:    9889/10000 (98.89%), error:       474.90970, best error:       375.29938 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 660.8457031250s, input_fired_time: 7.6263256073, output_fired_time: 5.6476321220, propagate_forward_time: 249.3937377930, propagate_backward_time: 389.1552429199, weight_update_time: 0.6108888984, other_time: 9.0227355957
epoch time: 53.0154724121s, input_fired_time: 0.8872967958, output_fired_time: 0.0000000000, propagate_forward_time: 50.4862823486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6418914795
validation[          , genome 19666] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       428.29156, best error:       375.29938 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 657.2752075195s, input_fired_time: 7.5999197960, output_fired_time: 5.6293087006, propagate_forward_time: 248.7575683594, propagate_backward_time: 386.3280029297, weight_update_time: 0.6072027683, other_time: 8.9603881836
epoch time: 53.2071952820s, input_fired_time: 0.8858584762, output_fired_time: 0.0000000000, propagate_forward_time: 50.7009429932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6203956604
validation[          , genome 19666] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       390.06400, best error:       375.29938 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 664.4572143555s, input_fired_time: 7.6766510010, output_fired_time: 5.6894283295, propagate_forward_time: 251.1544799805, propagate_backward_time: 390.8969726562, weight_update_time: 0.6261008978, other_time: 9.0396728516
epoch time: 52.3013877869s, input_fired_time: 0.8842067122, output_fired_time: 0.0000000000, propagate_forward_time: 49.8092117310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6079711914
validation[          , genome 19666] predictions:    9881/  10000 (98.81%), best:    9889/10000 (98.89%), error:       376.44440, best error:       375.29938 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 661.6345214844s, input_fired_time: 7.6478047371, output_fired_time: 5.6745424271, propagate_forward_time: 250.1187438965, propagate_backward_time: 389.1876220703, weight_update_time: 0.6119498014, other_time: 9.0057678223
epoch time: 52.6160011292s, input_fired_time: 0.8963053823, output_fired_time: 0.0000000000, propagate_forward_time: 50.0654487610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6542472839
validation[          , genome 19666] predictions:    9833/  10000 (98.33%), best:    9889/10000 (98.89%), error:       505.41501, best error:       375.29938 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 661.7026977539s, input_fired_time: 7.6668701172, output_fired_time: 5.7142086029, propagate_forward_time: 250.2444000244, propagate_backward_time: 388.9968566895, weight_update_time: 0.6072114110, other_time: 9.0803527832
epoch time: 53.0509681702s, input_fired_time: 0.8943147659, output_fired_time: 0.0000000000, propagate_forward_time: 50.5269584656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6296958923
validation[          , genome 19666] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       407.07617, best error:       375.29938 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 660.1708374023s, input_fired_time: 7.6242227554, output_fired_time: 5.6780891418, propagate_forward_time: 249.5262145996, propagate_backward_time: 388.3364257812, weight_update_time: 0.6094843745, other_time: 9.0058898926
epoch time: 51.1646423340s, input_fired_time: 0.8683741689, output_fired_time: 0.0000000000, propagate_forward_time: 48.6932601929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6030082703
validation[          , genome 19666] predictions:    9881/  10000 (98.81%), best:    9889/10000 (98.89%), error:       392.34372, best error:       375.29938 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 655.3700561523s, input_fired_time: 7.6025996208, output_fired_time: 5.6372513771, propagate_forward_time: 247.7477264404, propagate_backward_time: 385.3237609863, weight_update_time: 0.6043686867, other_time: 9.0586853027
epoch time: 53.2145500183s, input_fired_time: 0.8894492388, output_fired_time: 0.0000000000, propagate_forward_time: 50.6810035706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6440963745
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       404.74026, best error:       375.29938 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 662.9343261719s, input_fired_time: 7.6595702171, output_fired_time: 5.7082901001, propagate_forward_time: 250.4931335449, propagate_backward_time: 390.0473937988, weight_update_time: 0.6134001613, other_time: 9.0259399414
epoch time: 49.5547294617s, input_fired_time: 0.8585748672, output_fired_time: 0.0000000000, propagate_forward_time: 47.0836715698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6124839783
validation[          , genome 19666] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       427.71191, best error:       375.29938 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 663.7338256836s, input_fired_time: 7.6871252060, output_fired_time: 5.6717720032, propagate_forward_time: 251.0034484863, propagate_backward_time: 390.2568664551, weight_update_time: 0.6149230599, other_time: 9.1146240234
epoch time: 53.3916931152s, input_fired_time: 0.8914341331, output_fired_time: 0.0000000000, propagate_forward_time: 50.8774299622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6228294373
validation[          , genome 19666] predictions:    9868/  10000 (98.68%), best:    9889/10000 (98.89%), error:       444.96539, best error:       375.29938 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 657.1828613281s, input_fired_time: 7.6657419205, output_fired_time: 5.6610770226, propagate_forward_time: 248.6383209229, propagate_backward_time: 386.1385498047, weight_update_time: 0.6044968963, other_time: 9.0791625977
epoch time: 53.3079032898s, input_fired_time: 0.8956919312, output_fired_time: 0.0000000000, propagate_forward_time: 50.7816619873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6305503845
validation[          , genome 19666] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       359.77261, best error:       359.77261 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 661.5169677734s, input_fired_time: 7.6628594398, output_fired_time: 5.6522006989, propagate_forward_time: 249.9094543457, propagate_backward_time: 389.1708068848, weight_update_time: 0.6158249974, other_time: 9.1216430664
epoch time: 50.3719520569s, input_fired_time: 0.8744017482, output_fired_time: 0.0000000000, propagate_forward_time: 47.8504180908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6471328735
validation[          , genome 19666] predictions:    9889/  10000 (98.89%), best:    9887/10000 (98.87%), error:       362.31433, best error:       359.77261 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 650.9663696289s, input_fired_time: 7.6357841492, output_fired_time: 5.6178407669, propagate_forward_time: 246.3396453857, propagate_backward_time: 382.3582153320, weight_update_time: 0.6008180976, other_time: 9.0148315430
epoch time: 50.4732475281s, input_fired_time: 0.8744434118, output_fired_time: 0.0000000000, propagate_forward_time: 47.9285125732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6702919006
validation[          , genome 19666] predictions:    9855/  10000 (98.55%), best:    9887/10000 (98.87%), error:       466.12769, best error:       359.77261 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 672.4604492188s, input_fired_time: 7.7615656853, output_fired_time: 5.7889590263, propagate_forward_time: 253.8067321777, propagate_backward_time: 396.0140686035, weight_update_time: 0.6188469529, other_time: 9.0891723633
epoch time: 53.3720626831s, input_fired_time: 0.9062037468, output_fired_time: 0.0000000000, propagate_forward_time: 50.7720794678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6937789917
validation[          , genome 19666] predictions:    9862/  10000 (98.62%), best:    9887/10000 (98.87%), error:       442.86035, best error:       359.77261 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 665.4338989258s, input_fired_time: 7.6981182098, output_fired_time: 5.7082762718, propagate_forward_time: 251.2854003906, propagate_backward_time: 391.6552734375, weight_update_time: 0.6133321524, other_time: 9.0868530273
epoch time: 52.2715911865s, input_fired_time: 0.9021226764, output_fired_time: 0.0000000000, propagate_forward_time: 49.6357803345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7336883545
validation[          , genome 19666] predictions:    9866/  10000 (98.66%), best:    9887/10000 (98.87%), error:       435.75940, best error:       359.77261 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 669.4797973633s, input_fired_time: 7.7463302612, output_fired_time: 5.7324142456, propagate_forward_time: 253.3110198975, propagate_backward_time: 393.6471862793, weight_update_time: 0.6188245416, other_time: 9.0428161621
epoch time: 53.3747215271s, input_fired_time: 0.9033341408, output_fired_time: 0.0000000000, propagate_forward_time: 50.7994651794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6719207764
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       380.92407, best error:       359.77261 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 672.4531860352s, input_fired_time: 7.7812209129, output_fired_time: 5.7886857986, propagate_forward_time: 254.1026763916, propagate_backward_time: 395.6317443848, weight_update_time: 0.6213247776, other_time: 9.1488342285
epoch time: 53.3361244202s, input_fired_time: 0.8987684250, output_fired_time: 0.0000000000, propagate_forward_time: 50.8032112122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6341438293
validation[          , genome 19666] predictions:    9884/  10000 (98.84%), best:    9887/10000 (98.87%), error:       360.10925, best error:       359.77261 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 665.6856079102s, input_fired_time: 7.6961278915, output_fired_time: 5.7013106346, propagate_forward_time: 252.0084991455, propagate_backward_time: 391.2147521973, weight_update_time: 0.6127388477, other_time: 9.0649719238
epoch time: 53.3068885803s, input_fired_time: 0.9011637568, output_fired_time: 0.0000000000, propagate_forward_time: 50.7703552246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6353683472
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       377.30740, best error:       359.77261 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 652.1853027344s, input_fired_time: 7.6664037704, output_fired_time: 5.6471309662, propagate_forward_time: 246.6041717529, propagate_backward_time: 383.2353820801, weight_update_time: 0.6019135714, other_time: 9.0321960449
epoch time: 53.0934638977s, input_fired_time: 0.9023211598, output_fired_time: 0.0000000000, propagate_forward_time: 50.5348091125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563339233
validation[          , genome 19666] predictions:    9891/  10000 (98.91%), best:    9887/10000 (98.87%), error:       382.72733, best error:       359.77261 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 657.9784545898s, input_fired_time: 7.6837615967, output_fired_time: 5.6812238693, propagate_forward_time: 248.8725585938, propagate_backward_time: 386.7537231445, weight_update_time: 0.6096910238, other_time: 8.9871826172
epoch time: 52.2153282166s, input_fired_time: 0.9044260979, output_fired_time: 0.0000000000, propagate_forward_time: 49.6592369080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6516647339
validation[          , genome 19666] predictions:    9873/  10000 (98.73%), best:    9887/10000 (98.87%), error:       394.98721, best error:       359.77261 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 653.0465087891s, input_fired_time: 7.6403369904, output_fired_time: 5.7524561882, propagate_forward_time: 247.8606872559, propagate_backward_time: 382.8532104492, weight_update_time: 0.6048018932, other_time: 8.9398498535
epoch time: 53.2260246277s, input_fired_time: 0.9144062400, output_fired_time: 0.0000000000, propagate_forward_time: 50.6687355042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6428833008
validation[          , genome 19666] predictions:    9868/  10000 (98.68%), best:    9887/10000 (98.87%), error:       409.51782, best error:       359.77261 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 662.8440551758s, input_fired_time: 7.6944127083, output_fired_time: 5.6994476318, propagate_forward_time: 251.0632781982, propagate_backward_time: 389.3498535156, weight_update_time: 0.6069533825, other_time: 9.0370483398
epoch time: 53.2499694824s, input_fired_time: 0.9141908884, output_fired_time: 0.0000000000, propagate_forward_time: 50.6884651184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6473121643
validation[          , genome 19666] predictions:    9884/  10000 (98.84%), best:    9887/10000 (98.87%), error:       369.68173, best error:       359.77261 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 670.8281860352s, input_fired_time: 7.7581067085, output_fired_time: 5.7157688141, propagate_forward_time: 253.8283996582, propagate_backward_time: 394.3139953613, weight_update_time: 0.6207338572, other_time: 9.2119140625
epoch time: 52.9353637695s, input_fired_time: 0.9010587931, output_fired_time: 0.0000000000, propagate_forward_time: 50.3729972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6613082886
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       375.66827, best error:       359.77261 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 663.6688842773s, input_fired_time: 7.7372808456, output_fired_time: 5.6947078705, propagate_forward_time: 251.1369781494, propagate_backward_time: 389.9835815430, weight_update_time: 0.6146499515, other_time: 9.1163330078
epoch time: 53.3467254639s, input_fired_time: 0.9030903578, output_fired_time: 0.0000000000, propagate_forward_time: 50.8152542114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6283798218
validation[          , genome 19666] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       355.52261, best error:       355.52261 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 671.9485473633s, input_fired_time: 7.7921671867, output_fired_time: 5.7632007599, propagate_forward_time: 254.0670776367, propagate_backward_time: 395.2238464355, weight_update_time: 0.6159577966, other_time: 9.1022644043
epoch time: 53.3445663452s, input_fired_time: 0.9067459106, output_fired_time: 0.0000000000, propagate_forward_time: 50.8008193970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6370010376
validation[          , genome 19666] predictions:    9881/  10000 (98.81%), best:    9889/10000 (98.89%), error:       371.28171, best error:       355.52261 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 668.2190551758s, input_fired_time: 7.7489147186, output_fired_time: 5.7184443474, propagate_forward_time: 252.5950469971, propagate_backward_time: 393.0715637207, weight_update_time: 0.6096014380, other_time: 9.0851135254
epoch time: 53.7363281250s, input_fired_time: 0.9264740348, output_fired_time: 0.0000000000, propagate_forward_time: 51.1212882996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6885643005
validation[          , genome 19666] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       366.99146, best error:       355.52261 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 671.6355590820s, input_fired_time: 7.8387947083, output_fired_time: 5.7672419548, propagate_forward_time: 254.2803649902, propagate_backward_time: 394.5203552246, weight_update_time: 0.6200291514, other_time: 9.2288208008
epoch time: 53.4002647400s, input_fired_time: 0.9157491326, output_fired_time: 0.0000000000, propagate_forward_time: 50.8250236511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6594924927
validation[          , genome 19666] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       386.40002, best error:       355.52261 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 668.8700561523s, input_fired_time: 7.7804412842, output_fired_time: 5.7139749527, propagate_forward_time: 253.0300292969, propagate_backward_time: 393.2030944824, weight_update_time: 0.6144450903, other_time: 9.1424865723
epoch time: 53.4053306580s, input_fired_time: 0.9152889252, output_fired_time: 0.0000000000, propagate_forward_time: 50.8619651794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6280784607
validation[          , genome 19666] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       382.56448, best error:       355.52261 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 665.1104736328s, input_fired_time: 7.7841391563, output_fired_time: 5.6873106956, propagate_forward_time: 251.7828826904, propagate_backward_time: 390.7682189941, weight_update_time: 0.6082258821, other_time: 9.0879211426
epoch time: 53.0177078247s, input_fired_time: 0.9072675109, output_fired_time: 0.0000000000, propagate_forward_time: 50.4551048279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6553344727
validation[          , genome 19666] predictions:    9892/  10000 (98.92%), best:    9889/10000 (98.89%), error:       389.99200, best error:       355.52261 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 671.7451782227s, input_fired_time: 7.7799978256, output_fired_time: 5.7877368927, propagate_forward_time: 253.7995300293, propagate_backward_time: 395.3132629395, weight_update_time: 0.6140666604, other_time: 9.0646972656
epoch time: 53.2766761780s, input_fired_time: 0.8997375369, output_fired_time: 0.0000000000, propagate_forward_time: 50.7550468445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6218910217
validation[          , genome 19666] predictions:    9864/  10000 (98.64%), best:    9889/10000 (98.89%), error:       439.17496, best error:       355.52261 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 668.4658813477s, input_fired_time: 7.7581634521, output_fired_time: 5.6908078194, propagate_forward_time: 252.3803863525, propagate_backward_time: 393.5323791504, weight_update_time: 0.6159256101, other_time: 9.1041564941
epoch time: 53.4238624573s, input_fired_time: 0.9227888584, output_fired_time: 0.0000000000, propagate_forward_time: 50.8075256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6935462952
validation[          , genome 19666] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       409.98782, best error:       355.52261 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 673.1169433594s, input_fired_time: 7.7969565392, output_fired_time: 5.7158808708, propagate_forward_time: 254.2904968262, propagate_backward_time: 396.1612548828, weight_update_time: 0.6177467704, other_time: 9.1523742676
epoch time: 53.3473281860s, input_fired_time: 0.9153568745, output_fired_time: 0.0000000000, propagate_forward_time: 50.7775421143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6544303894
validation[          , genome 19666] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       354.80154, best error:       354.80154 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 672.4461669922s, input_fired_time: 7.8853960037, output_fired_time: 5.8260931969, propagate_forward_time: 253.6436004639, propagate_backward_time: 395.6513366699, weight_update_time: 0.6353839040, other_time: 9.4397277832
epoch time: 54.0219993591s, input_fired_time: 0.9380225539, output_fired_time: 0.0000000000, propagate_forward_time: 51.3465881348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7373886108
validation[          , genome 19666] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       402.87296, best error:       354.80154 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 670.6088256836s, input_fired_time: 7.9340972900, output_fired_time: 5.8476557732, propagate_forward_time: 253.4146270752, propagate_backward_time: 393.7525939941, weight_update_time: 0.6424648762, other_time: 9.6598815918
epoch time: 48.7614250183s, input_fired_time: 0.8908723593, output_fired_time: 0.0000000000, propagate_forward_time: 46.1457176208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7248344421
validation[          , genome 19666] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       370.32373, best error:       354.80154 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 659.8441162109s, input_fired_time: 7.8145532608, output_fired_time: 5.7329778671, propagate_forward_time: 248.8587188721, propagate_backward_time: 387.9918212891, weight_update_time: 0.6290250421, other_time: 9.4460449219
epoch time: 53.3725509644s, input_fired_time: 0.9279111028, output_fired_time: 0.0000000000, propagate_forward_time: 50.7506408691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6940002441
validation[          , genome 19666] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       372.81216, best error:       354.80154 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 672.8238525391s, input_fired_time: 7.8809185028, output_fired_time: 5.8530077934, propagate_forward_time: 253.6960601807, propagate_backward_time: 395.9763488770, weight_update_time: 0.6318120956, other_time: 9.4175109863
epoch time: 53.4179878235s, input_fired_time: 0.9383940101, output_fired_time: 0.0000000000, propagate_forward_time: 50.7588539124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7207412720
validation[          , genome 19666] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       356.03983, best error:       354.80154 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 672.2731933594s, input_fired_time: 7.8610563278, output_fired_time: 5.8078393936, propagate_forward_time: 253.6708374023, propagate_backward_time: 395.5097045898, weight_update_time: 0.6334385276, other_time: 9.4237060547
epoch time: 53.5505638123s, input_fired_time: 0.9308106899, output_fired_time: 0.0000000000, propagate_forward_time: 50.8446502686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7751045227
validation[          , genome 19666] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       400.90442, best error:       354.80154 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 645.9341430664s, input_fired_time: 7.7410407066, output_fired_time: 5.6652283669, propagate_forward_time: 243.6944274902, propagate_backward_time: 379.4081726074, weight_update_time: 0.6174418926, other_time: 9.4252929688
epoch time: 53.4837493896s, input_fired_time: 0.9346707463, output_fired_time: 0.0000000000, propagate_forward_time: 50.8567886353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6922912598
validation[          , genome 19666] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       367.84958, best error:       354.80154 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 661.5894165039s, input_fired_time: 7.8498764038, output_fired_time: 5.7481389046, propagate_forward_time: 249.7917785645, propagate_backward_time: 388.6766357422, weight_update_time: 0.6350864172, other_time: 9.5229797363
epoch time: 53.4071197510s, input_fired_time: 0.9321446419, output_fired_time: 0.0000000000, propagate_forward_time: 50.7913475037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6836280823
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       375.34753, best error:       354.80154 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 642.2705078125s, input_fired_time: 7.7646689415, output_fired_time: 5.6393408775, propagate_forward_time: 242.6202239990, propagate_backward_time: 376.8244018555, weight_update_time: 0.6153108478, other_time: 9.4218750000
epoch time: 53.4193077087s, input_fired_time: 0.9443734884, output_fired_time: 0.0000000000, propagate_forward_time: 50.7501296997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7248039246
validation[          , genome 19666] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       390.03604, best error:       354.80154 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 670.4807128906s, input_fired_time: 7.9157505035, output_fired_time: 5.8134164810, propagate_forward_time: 253.1026916504, propagate_backward_time: 394.2045898438, weight_update_time: 0.6318002343, other_time: 9.4442443848
epoch time: 48.1729812622s, input_fired_time: 0.8908924460, output_fired_time: 0.0000000000, propagate_forward_time: 45.5660095215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7160797119
validation[          , genome 19666] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       390.77188, best error:       354.80154 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 650.8568725586s, input_fired_time: 7.8061685562, output_fired_time: 5.7158346176, propagate_forward_time: 245.8284759521, propagate_backward_time: 381.9706726074, weight_update_time: 0.6257618070, other_time: 9.5357360840
epoch time: 39.9005546570s, input_fired_time: 0.8226603866, output_fired_time: 0.0000000000, propagate_forward_time: 37.3976249695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6802711487
validation[          , genome 19666] predictions:    9879/  10000 (98.79%), best:    9890/10000 (98.90%), error:       378.37015, best error:       354.80154 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 669.6706542969s, input_fired_time: 7.8982667923, output_fired_time: 5.8271079063, propagate_forward_time: 252.7272338867, propagate_backward_time: 393.7218017578, weight_update_time: 0.6328502297, other_time: 9.4962768555
epoch time: 53.4482879639s, input_fired_time: 0.9399141073, output_fired_time: 0.0000000000, propagate_forward_time: 50.8064002991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7019729614
validation[          , genome 19666] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       378.20935, best error:       354.80154 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 651.1530151367s, input_fired_time: 7.8174443245, output_fired_time: 5.6954493523, propagate_forward_time: 246.0973968506, propagate_backward_time: 382.0342102051, weight_update_time: 0.6242122054, other_time: 9.5085144043
epoch time: 53.4512786865s, input_fired_time: 0.9519487619, output_fired_time: 0.0000000000, propagate_forward_time: 50.7209243774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7784042358
validation[          , genome 19666] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       355.97922, best error:       354.80154 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 659.3748779297s, input_fired_time: 7.8695363998, output_fired_time: 5.7630739212, propagate_forward_time: 248.8450775146, propagate_backward_time: 387.3063659668, weight_update_time: 0.6312137246, other_time: 9.5908508301
epoch time: 53.4149932861s, input_fired_time: 0.9257778525, output_fired_time: 0.0000000000, propagate_forward_time: 50.8107986450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6784172058
validation[          , genome 19666] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       363.97217, best error:       354.80154 on epoch:    87, 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: 267.3878784180s, input_fired_time: 4.7305865288, output_fired_time: 0.0000000000, propagate_forward_time: 253.9406433105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.7166442871
best training[          , genome 19666] predictions:   49995/  50000 (99.99%), best:    9890/10000 (98.90%), error:       161.97896, best error:       354.80154 on epoch:    87, 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: 53.3579406738s, input_fired_time: 0.9224413037, output_fired_time: 0.0000000000, propagate_forward_time: 50.7469062805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6885948181
   testing[          , genome 19666] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       356.75772, best error:       354.80154 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:59:12 (34632): called boinc_finish(0)

</stderr_txt>
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