Nameexact_genome_1509103842_22_18145_0
Workunit2281045
Created30 Oct 2017, 5:47:49 UTC
Sent30 Oct 2017, 6:26:57 UTC
Report deadline16 Dec 2017, 18:15:08 UTC
Received4 Nov 2017, 2:46:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 2 hours 44 min 21 sec
CPU time1 days 2 hours 37 min 56 sec
Validate stateValid
Credit11,872.95
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.47 MB
Peak swap size174.38 MB
Peak disk usage6.45 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 880.7565917969s, input_fired_time: 8.3868370056, output_fired_time: 8.8987674713, propagate_forward_time: 332.8771667480, propagate_backward_time: 521.7261962891, weight_update_time: 0.9799396992, other_time: 8.8676757813
epoch time: 66.8880386353s, input_fired_time: 1.0321689844, output_fired_time: 0.0000000000, propagate_forward_time: 64.2095108032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6463623047
validation[          , genome 18145] predictions:    9807/  10000 (98.07%), best:    9855/10000 (98.55%), error:       612.96448, best error:       474.53769 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 883.5029296875s, input_fired_time: 8.4615564346, output_fired_time: 8.9412088394, propagate_forward_time: 334.2033386230, propagate_backward_time: 522.7750244141, weight_update_time: 0.9995431304, other_time: 9.1218261719
epoch time: 69.6458358765s, input_fired_time: 1.0327258110, output_fired_time: 0.0000000000, propagate_forward_time: 67.1144027710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4987106323
validation[          , genome 18145] predictions:    9835/  10000 (98.35%), best:    9855/10000 (98.55%), error:       527.64130, best error:       474.53769 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 882.1770019531s, input_fired_time: 8.4843006134, output_fired_time: 8.9277744293, propagate_forward_time: 333.0157470703, propagate_backward_time: 522.5773925781, weight_update_time: 1.0003545284, other_time: 9.1717529297
epoch time: 67.2330245972s, input_fired_time: 1.0325326920, output_fired_time: 0.0000000000, propagate_forward_time: 64.6150283813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5854644775
validation[          , genome 18145] predictions:    9842/  10000 (98.42%), best:    9855/10000 (98.55%), error:       541.66187, best error:       474.53769 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 871.3297729492s, input_fired_time: 8.4655056000, output_fired_time: 8.8983583450, propagate_forward_time: 326.2996826172, propagate_backward_time: 518.3449096680, weight_update_time: 0.9972465038, other_time: 9.3212890625
epoch time: 71.3708114624s, input_fired_time: 1.0902762413, output_fired_time: 0.0000000000, propagate_forward_time: 68.6310119629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495208740
validation[          , genome 18145] predictions:    9829/  10000 (98.29%), best:    9855/10000 (98.55%), error:       513.96936, best error:       474.53769 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 878.2078247070s, input_fired_time: 8.4285078049, output_fired_time: 8.8865356445, propagate_forward_time: 331.4531250000, propagate_backward_time: 520.4246215820, weight_update_time: 0.9760682583, other_time: 9.0150146484
epoch time: 69.2905349731s, input_fired_time: 1.0458415747, output_fired_time: 0.0000000000, propagate_forward_time: 66.6702957153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5743942261
validation[          , genome 18145] predictions:    9839/  10000 (98.39%), best:    9855/10000 (98.55%), error:       509.06540, best error:       474.53769 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 871.7452392578s, input_fired_time: 8.4380855560, output_fired_time: 8.8795070648, propagate_forward_time: 327.3474121094, propagate_backward_time: 517.8604125977, weight_update_time: 0.9871941209, other_time: 9.2197875977
epoch time: 69.2493591309s, input_fired_time: 1.0405499935, output_fired_time: 0.0000000000, propagate_forward_time: 66.6306610107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5781478882
validation[          , genome 18145] predictions:    9814/  10000 (98.14%), best:    9855/10000 (98.55%), error:       629.96509, best error:       474.53769 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 883.7864990234s, input_fired_time: 8.4299468994, output_fired_time: 8.9320135117, propagate_forward_time: 334.2535705566, propagate_backward_time: 523.2082519531, weight_update_time: 0.9877830148, other_time: 8.9627685547
epoch time: 70.0103912354s, input_fired_time: 1.0383285284, output_fired_time: 0.0000000000, propagate_forward_time: 67.4030914307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5689697266
validation[          , genome 18145] predictions:    9840/  10000 (98.40%), best:    9855/10000 (98.55%), error:       484.46790, best error:       474.53769 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 878.7523193359s, input_fired_time: 8.4299287796, output_fired_time: 8.9006090164, propagate_forward_time: 331.8142089844, propagate_backward_time: 520.5750732422, weight_update_time: 0.9899812341, other_time: 9.0324707031
epoch time: 69.8096694946s, input_fired_time: 1.0500591993, output_fired_time: 0.0000000000, propagate_forward_time: 67.1893768311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5702362061
validation[          , genome 18145] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       452.94498, best error:       452.94498 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 877.0886840820s, input_fired_time: 8.4130382538, output_fired_time: 8.8877820969, propagate_forward_time: 331.1078186035, propagate_backward_time: 519.5782470703, weight_update_time: 0.9881857634, other_time: 9.1018066406
epoch time: 65.9796447754s, input_fired_time: 1.0453815460, output_fired_time: 0.0000000000, propagate_forward_time: 63.2101707458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7240943909
validation[          , genome 18145] predictions:    9837/  10000 (98.37%), best:    9858/10000 (98.58%), error:       493.40045, best error:       452.94498 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 880.8071289063s, input_fired_time: 8.4580268860, output_fired_time: 8.9054565430, propagate_forward_time: 333.4186401367, propagate_backward_time: 520.9719848633, weight_update_time: 0.9853734374, other_time: 9.0530395508
epoch time: 69.5000686646s, input_fired_time: 1.0427821875, output_fired_time: 0.0000000000, propagate_forward_time: 66.8642578125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5930252075
validation[          , genome 18145] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       442.75208, best error:       442.75208 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 875.1034545898s, input_fired_time: 8.4169359207, output_fired_time: 8.8906831741, propagate_forward_time: 329.4496765137, propagate_backward_time: 519.1923828125, weight_update_time: 0.9918112159, other_time: 9.1538085938
epoch time: 69.8535308838s, input_fired_time: 1.0371619463, output_fired_time: 0.0000000000, propagate_forward_time: 67.2208786011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5954895020
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       427.62686, best error:       427.62686 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 874.3107299805s, input_fired_time: 8.4255495071, output_fired_time: 8.8878917694, propagate_forward_time: 328.6754150391, propagate_backward_time: 519.1855468750, weight_update_time: 0.9850993752, other_time: 9.1363525391
epoch time: 68.6946105957s, input_fired_time: 1.0445220470, output_fired_time: 0.0000000000, propagate_forward_time: 66.1181106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5319747925
validation[          , genome 18145] predictions:    9829/  10000 (98.29%), best:    9881/10000 (98.81%), error:       545.85895, best error:       427.62686 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 882.2202758789s, input_fired_time: 8.4798116684, output_fired_time: 8.9271488190, propagate_forward_time: 333.3505554199, propagate_backward_time: 522.3872070313, weight_update_time: 0.9913532138, other_time: 9.0755615234
epoch time: 69.8604583740s, input_fired_time: 1.0377111435, output_fired_time: 0.0000000000, propagate_forward_time: 67.3041610718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5185852051
validation[          , genome 18145] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       447.24802, best error:       427.62686 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 872.2875976563s, input_fired_time: 8.3996181488, output_fired_time: 8.8921794891, propagate_forward_time: 327.0477905273, propagate_backward_time: 518.7813720703, weight_update_time: 0.9895592332, other_time: 9.1666870117
epoch time: 63.0041961670s, input_fired_time: 1.0509036779, output_fired_time: 0.0000000000, propagate_forward_time: 60.0956954956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8575973511
validation[          , genome 18145] predictions:    9828/  10000 (98.28%), best:    9881/10000 (98.81%), error:       555.39667, best error:       427.62686 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 880.3931884766s, input_fired_time: 8.4238290787, output_fired_time: 8.9098911285, propagate_forward_time: 332.4548645020, propagate_backward_time: 521.5375366211, weight_update_time: 0.9894011617, other_time: 9.0670776367
epoch time: 69.1886520386s, input_fired_time: 1.0441843271, output_fired_time: 0.0000000000, propagate_forward_time: 66.5879592896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565109253
validation[          , genome 18145] predictions:    9856/  10000 (98.56%), best:    9881/10000 (98.81%), error:       446.31223, best error:       427.62686 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 875.7532348633s, input_fired_time: 8.4468336105, output_fired_time: 8.9023637772, propagate_forward_time: 330.1794128418, propagate_backward_time: 519.0835571289, weight_update_time: 0.9906813502, other_time: 9.1410522461
epoch time: 71.4679718018s, input_fired_time: 1.0802053213, output_fired_time: 0.0000000000, propagate_forward_time: 68.7707672119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6169967651
validation[          , genome 18145] predictions:    9843/  10000 (98.43%), best:    9881/10000 (98.81%), error:       519.99731, best error:       427.62686 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 874.5104980469s, input_fired_time: 8.4779911041, output_fired_time: 8.9216699600, propagate_forward_time: 328.8084411621, propagate_backward_time: 518.9922485352, weight_update_time: 0.9941318035, other_time: 9.3101196289
epoch time: 69.6530380249s, input_fired_time: 1.0527491570, output_fired_time: 0.0000000000, propagate_forward_time: 67.0116271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5886611938
validation[          , genome 18145] predictions:    9868/  10000 (98.68%), best:    9881/10000 (98.81%), error:       428.90219, best error:       427.62686 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 886.6884765625s, input_fired_time: 8.5328941345, output_fired_time: 8.9583263397, propagate_forward_time: 335.2786560059, propagate_backward_time: 524.7584838867, weight_update_time: 0.9987254739, other_time: 9.1600952148
epoch time: 69.6350402832s, input_fired_time: 1.0383857489, output_fired_time: 0.0000000000, propagate_forward_time: 67.0632324219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334243774
validation[          , genome 18145] predictions:    9841/  10000 (98.41%), best:    9881/10000 (98.81%), error:       533.15625, best error:       427.62686 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 884.2479858398s, input_fired_time: 8.5261888504, output_fired_time: 8.9354429245, propagate_forward_time: 334.4073791504, propagate_backward_time: 523.2626953125, weight_update_time: 0.9936716557, other_time: 9.1163330078
epoch time: 70.3676452637s, input_fired_time: 1.0661476851, output_fired_time: 0.0000000000, propagate_forward_time: 67.7104187012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5910797119
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       400.81586, best error:       400.81586 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 883.2058105469s, input_fired_time: 8.4520702362, output_fired_time: 8.9049072266, propagate_forward_time: 334.4138793945, propagate_backward_time: 522.4088745117, weight_update_time: 0.9898047447, other_time: 9.0260620117
epoch time: 68.3055419922s, input_fired_time: 1.0534651279, output_fired_time: 0.0000000000, propagate_forward_time: 65.6249389648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6271362305
validation[          , genome 18145] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       433.73425, best error:       400.81586 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 874.2836914063s, input_fired_time: 8.4166212082, output_fired_time: 8.8684196472, propagate_forward_time: 329.4717102051, propagate_backward_time: 518.4752197266, weight_update_time: 0.9819924235, other_time: 9.0517578125
epoch time: 67.7890319824s, input_fired_time: 1.0325144529, output_fired_time: 0.0000000000, propagate_forward_time: 65.1942672729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5622482300
validation[          , genome 18145] predictions:    9860/  10000 (98.60%), best:    9881/10000 (98.81%), error:       467.29401, best error:       400.81586 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 874.5070800781s, input_fired_time: 8.4660482407, output_fired_time: 8.9043607712, propagate_forward_time: 328.7736511230, propagate_backward_time: 519.1480102539, weight_update_time: 0.9914513230, other_time: 9.2150268555
epoch time: 67.4689712524s, input_fired_time: 1.0480219126, output_fired_time: 0.0000000000, propagate_forward_time: 64.7871322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6338195801
validation[          , genome 18145] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       378.51236, best error:       378.51236 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 877.2463989258s, input_fired_time: 8.4824247360, output_fired_time: 8.9141855240, propagate_forward_time: 330.7084350586, propagate_backward_time: 520.0136718750, weight_update_time: 0.9899645448, other_time: 9.1276855469
epoch time: 61.5592498779s, input_fired_time: 1.0456370115, output_fired_time: 0.0000000000, propagate_forward_time: 58.6552009583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8584136963
validation[          , genome 18145] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       457.31454, best error:       378.51236 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 881.6794433594s, input_fired_time: 8.5193233490, output_fired_time: 8.9323244095, propagate_forward_time: 332.7563781738, propagate_backward_time: 522.3901367188, weight_update_time: 0.9920163751, other_time: 9.0812988281
epoch time: 69.5147171021s, input_fired_time: 1.0538272858, output_fired_time: 0.0000000000, propagate_forward_time: 66.8530654907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6078262329
validation[          , genome 18145] predictions:    9848/  10000 (98.48%), best:    9882/10000 (98.82%), error:       532.41541, best error:       378.51236 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 883.5718383789s, input_fired_time: 8.5182418823, output_fired_time: 8.9296407700, propagate_forward_time: 333.7088012695, propagate_backward_time: 523.3167724609, weight_update_time: 0.9931246042, other_time: 9.0983886719
epoch time: 69.3259201050s, input_fired_time: 1.0473444462, output_fired_time: 0.0000000000, propagate_forward_time: 66.6876449585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5909271240
validation[          , genome 18145] predictions:    9831/  10000 (98.31%), best:    9882/10000 (98.82%), error:       552.72974, best error:       378.51236 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 865.7120361328s, input_fired_time: 8.4362716675, output_fired_time: 8.8758544922, propagate_forward_time: 323.6493835449, propagate_backward_time: 515.3236083984, weight_update_time: 0.9921064377, other_time: 9.4268798828
epoch time: 69.8546600342s, input_fired_time: 1.0538585186, output_fired_time: 0.0000000000, propagate_forward_time: 67.2663955688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5344085693
validation[          , genome 18145] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       362.51971, best error:       362.51971 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 872.5875244141s, input_fired_time: 8.3479022980, output_fired_time: 8.8622970581, propagate_forward_time: 328.7317810059, propagate_backward_time: 517.7362060547, weight_update_time: 0.9708116055, other_time: 8.9093017578
epoch time: 68.6030807495s, input_fired_time: 1.0255206823, output_fired_time: 0.0000000000, propagate_forward_time: 66.0768661499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5006942749
validation[          , genome 18145] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       396.92398, best error:       362.51971 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 885.4094848633s, input_fired_time: 8.5462865829, output_fired_time: 8.9490184784, propagate_forward_time: 334.3471374512, propagate_backward_time: 524.4054565430, weight_update_time: 1.0071488619, other_time: 9.1615600586
epoch time: 70.1679840088s, input_fired_time: 1.0576461554, output_fired_time: 0.0000000000, propagate_forward_time: 67.5123443604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5979919434
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       388.83743, best error:       362.51971 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 887.0998535156s, input_fired_time: 8.5776147842, output_fired_time: 8.9743871689, propagate_forward_time: 335.2743835449, propagate_backward_time: 525.1301879883, weight_update_time: 0.9963634014, other_time: 9.1432495117
epoch time: 69.4117584229s, input_fired_time: 1.0590906143, output_fired_time: 0.0000000000, propagate_forward_time: 66.7800369263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5726318359
validation[          , genome 18145] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       358.49969, best error:       358.49969 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 888.4015502930s, input_fired_time: 8.5675582886, output_fired_time: 8.9863853455, propagate_forward_time: 336.1045532227, propagate_backward_time: 525.5484008789, weight_update_time: 1.0035212040, other_time: 9.1946411133
epoch time: 70.7105484009s, input_fired_time: 1.0825111866, output_fired_time: 0.0000000000, propagate_forward_time: 68.0089492798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6190872192
validation[          , genome 18145] predictions:    9845/  10000 (98.45%), best:    9892/10000 (98.92%), error:       494.04092, best error:       358.49969 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 873.4121093750s, input_fired_time: 8.3852348328, output_fired_time: 8.8684263229, propagate_forward_time: 329.0099487305, propagate_backward_time: 518.1640014648, weight_update_time: 0.9760610461, other_time: 8.9844970703
epoch time: 63.6932029724s, input_fired_time: 1.0568426847, output_fired_time: 0.0000000000, propagate_forward_time: 60.8361625671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8001976013
validation[          , genome 18145] predictions:    9882/  10000 (98.82%), best:    9892/10000 (98.92%), error:       384.16620, best error:       358.49969 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 885.5695190430s, input_fired_time: 8.4179544449, output_fired_time: 8.9286184311, propagate_forward_time: 335.8739318848, propagate_backward_time: 523.5156250000, weight_update_time: 0.9858764410, other_time: 8.8333740234
epoch time: 69.8636169434s, input_fired_time: 1.0354678631, output_fired_time: 0.0000000000, propagate_forward_time: 67.3098678589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5182800293
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9892/10000 (98.92%), error:       412.74481, best error:       358.49969 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 877.7623291016s, input_fired_time: 8.4876108170, output_fired_time: 8.9041147232, propagate_forward_time: 330.3004455566, propagate_backward_time: 520.9240112305, weight_update_time: 0.9892262816, other_time: 9.1461791992
epoch time: 69.4508285522s, input_fired_time: 1.0460900068, output_fired_time: 0.0000000000, propagate_forward_time: 66.8681564331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365829468
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       382.68115, best error:       358.49969 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 877.8378295898s, input_fired_time: 8.5017480850, output_fired_time: 8.9361305237, propagate_forward_time: 330.0977172852, propagate_backward_time: 521.0708007813, weight_update_time: 0.9952936172, other_time: 9.2313842773
epoch time: 64.7167282104s, input_fired_time: 1.0362353325, output_fired_time: 0.0000000000, propagate_forward_time: 61.9865951538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6938972473
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       332.11423, best error:       332.11423 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 882.4978637695s, input_fired_time: 8.4753379822, output_fired_time: 8.9139051437, propagate_forward_time: 333.1539916992, propagate_backward_time: 522.9316406250, weight_update_time: 0.9834783673, other_time: 9.0230102539
epoch time: 67.0450439453s, input_fired_time: 1.0267469883, output_fired_time: 0.0000000000, propagate_forward_time: 64.4450531006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5732421875
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       343.25754, best error:       332.11423 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 883.3257446289s, input_fired_time: 8.4769849777, output_fired_time: 8.9366703033, propagate_forward_time: 333.8818054199, propagate_backward_time: 523.0881958008, weight_update_time: 0.9822867513, other_time: 8.9420776367
epoch time: 69.2515487671s, input_fired_time: 1.0384345055, output_fired_time: 0.0000000000, propagate_forward_time: 66.6647644043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5483474731
validation[          , genome 18145] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       364.84857, best error:       332.11423 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 876.7227172852s, input_fired_time: 8.4796810150, output_fired_time: 8.9137439728, propagate_forward_time: 329.2572021484, propagate_backward_time: 520.9431152344, weight_update_time: 0.9928240776, other_time: 9.1289672852
epoch time: 69.5168914795s, input_fired_time: 1.0520405769, output_fired_time: 0.0000000000, propagate_forward_time: 66.8703384399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5945129395
validation[          , genome 18145] predictions:    9875/  10000 (98.75%), best:    9899/10000 (98.99%), error:       393.33267, best error:       332.11423 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 882.7211914063s, input_fired_time: 8.4676723480, output_fired_time: 8.9258079529, propagate_forward_time: 334.0078125000, propagate_backward_time: 522.2622070313, weight_update_time: 0.9896246195, other_time: 9.0577392578
epoch time: 69.4813003540s, input_fired_time: 1.0568039417, output_fired_time: 0.0000000000, propagate_forward_time: 66.8465270996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5779724121
validation[          , genome 18145] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       403.92987, best error:       332.11423 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 881.9762573242s, input_fired_time: 8.5157842636, output_fired_time: 8.9047822952, propagate_forward_time: 333.4156494141, propagate_backward_time: 522.0888061523, weight_update_time: 0.9952812791, other_time: 9.0512084961
epoch time: 69.1754989624s, input_fired_time: 1.0584279299, output_fired_time: 0.0000000000, propagate_forward_time: 66.5517044067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5653686523
validation[          , genome 18145] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       340.18439, best error:       332.11423 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 878.9099731445s, input_fired_time: 8.4908952713, output_fired_time: 8.9260149002, propagate_forward_time: 331.3154602051, propagate_backward_time: 521.0092163086, weight_update_time: 0.9971975684, other_time: 9.1683959961
epoch time: 70.0501098633s, input_fired_time: 1.0341730118, output_fired_time: 0.0000000000, propagate_forward_time: 67.5231704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4927673340
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       370.58224, best error:       332.11423 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 882.6963500977s, input_fired_time: 8.4686079025, output_fired_time: 8.9144430161, propagate_forward_time: 333.6955566406, propagate_backward_time: 522.6448974609, weight_update_time: 0.9875150919, other_time: 8.9728393555
epoch time: 70.0941238403s, input_fired_time: 1.0386276245, output_fired_time: 0.0000000000, propagate_forward_time: 67.5275802612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5279159546
validation[          , genome 18145] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       362.14551, best error:       332.11423 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 883.7003784180s, input_fired_time: 8.4301719666, output_fired_time: 8.9001913071, propagate_forward_time: 334.9285278320, propagate_backward_time: 522.5975341797, weight_update_time: 0.9827692509, other_time: 8.8439331055
epoch time: 69.8387527466s, input_fired_time: 1.0678435564, output_fired_time: 0.0000000000, propagate_forward_time: 67.1576461792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6132659912
validation[          , genome 18145] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       393.87125, best error:       332.11423 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 877.1593627930s, input_fired_time: 8.4893760681, output_fired_time: 8.9045982361, propagate_forward_time: 330.7533264160, propagate_backward_time: 519.8083496094, weight_update_time: 0.9935323596, other_time: 9.2037353516
epoch time: 69.9491043091s, input_fired_time: 1.0505537987, output_fired_time: 0.0000000000, propagate_forward_time: 67.3219451904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5766067505
validation[          , genome 18145] predictions:    9867/  10000 (98.67%), best:    9899/10000 (98.99%), error:       453.02921, best error:       332.11423 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 877.5926513672s, input_fired_time: 8.4768400192, output_fired_time: 8.8718595505, propagate_forward_time: 331.0162353516, propagate_backward_time: 520.0930175781, weight_update_time: 0.9944228530, other_time: 9.1346435547
epoch time: 70.0906143188s, input_fired_time: 1.0509549379, output_fired_time: 0.0000000000, propagate_forward_time: 67.4946212769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5450363159
validation[          , genome 18145] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       344.38260, best error:       332.11423 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 879.4491577148s, input_fired_time: 8.4855270386, output_fired_time: 8.9189243317, propagate_forward_time: 331.6609497070, propagate_backward_time: 521.2681274414, weight_update_time: 0.9933722615, other_time: 9.1156005859
epoch time: 70.0708694458s, input_fired_time: 1.0317769051, output_fired_time: 0.0000000000, propagate_forward_time: 67.5472030640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4918899536
validation[          , genome 18145] predictions:    9872/  10000 (98.72%), best:    9899/10000 (98.99%), error:       397.00137, best error:       332.11423 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 877.2045288086s, input_fired_time: 8.5113792419, output_fired_time: 8.9167709351, propagate_forward_time: 330.3786926270, propagate_backward_time: 520.2549438477, weight_update_time: 0.9857204556, other_time: 9.1427612305
epoch time: 69.0201873779s, input_fired_time: 1.0374034643, output_fired_time: 0.0000000000, propagate_forward_time: 66.4147796631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680007935
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       358.18027, best error:       332.11423 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 876.7051391602s, input_fired_time: 8.4956283569, output_fired_time: 8.9073181152, propagate_forward_time: 329.7344970703, propagate_backward_time: 520.3836669922, weight_update_time: 0.9895792007, other_time: 9.1840820313
epoch time: 66.5322570801s, input_fired_time: 1.0337141752, output_fired_time: 0.0000000000, propagate_forward_time: 63.9048156738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5937271118
validation[          , genome 18145] predictions:    9885/  10000 (98.85%), best:    9899/10000 (98.99%), error:       339.41220, best error:       332.11423 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 868.1121826172s, input_fired_time: 8.4444580078, output_fired_time: 8.8536090851, propagate_forward_time: 325.1075744629, propagate_backward_time: 516.4975585938, weight_update_time: 0.9888054132, other_time: 9.2089843750
epoch time: 70.2132034302s, input_fired_time: 1.0603798628, output_fired_time: 0.0000000000, propagate_forward_time: 67.5509109497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6019134521
validation[          , genome 18145] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       314.59384, best error:       314.59384 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 876.6939086914s, input_fired_time: 8.4726123810, output_fired_time: 8.8843526840, propagate_forward_time: 330.6693420410, propagate_backward_time: 519.6503906250, weight_update_time: 0.9794859290, other_time: 9.0172119141
epoch time: 67.7666473389s, input_fired_time: 1.0400943756, output_fired_time: 0.0000000000, propagate_forward_time: 65.1341781616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5923767090
validation[          , genome 18145] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       343.46802, best error:       314.59384 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 877.5308227539s, input_fired_time: 8.5231714249, output_fired_time: 8.9144258499, propagate_forward_time: 330.0895385742, propagate_backward_time: 520.6893310547, weight_update_time: 1.0018873215, other_time: 9.3143310547
epoch time: 69.2886352539s, input_fired_time: 1.0559149981, output_fired_time: 0.0000000000, propagate_forward_time: 66.6541671753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5785522461
validation[          , genome 18145] predictions:    9908/  10000 (99.08%), best:    9905/10000 (99.05%), error:       321.40372, best error:       314.59384 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 872.4903564453s, input_fired_time: 8.4268283844, output_fired_time: 8.9598007202, propagate_forward_time: 328.4414978027, propagate_backward_time: 517.6181030273, weight_update_time: 0.9844653010, other_time: 9.0441284180
epoch time: 69.6936950684s, input_fired_time: 1.0354833603, output_fired_time: 0.0000000000, propagate_forward_time: 67.1664886475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4917221069
validation[          , genome 18145] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       340.59650, best error:       314.59384 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 882.1320800781s, input_fired_time: 8.5274724960, output_fired_time: 8.9409465790, propagate_forward_time: 332.9139099121, propagate_backward_time: 522.6334228516, weight_update_time: 0.9995777011, other_time: 9.1163330078
epoch time: 71.5316467285s, input_fired_time: 1.1006015539, output_fired_time: 0.0000000000, propagate_forward_time: 68.7892379761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6418075562
validation[          , genome 18145] predictions:    9886/  10000 (98.86%), best:    9905/10000 (99.05%), error:       358.81042, best error:       314.59384 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 884.2885742188s, input_fired_time: 8.5623283386, output_fired_time: 8.9590291977, propagate_forward_time: 333.8925476074, propagate_backward_time: 523.7005615234, weight_update_time: 0.9984239340, other_time: 9.1740722656
epoch time: 69.4409408569s, input_fired_time: 1.0612854958, output_fired_time: 0.0000000000, propagate_forward_time: 66.7859039307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5937500000
validation[          , genome 18145] predictions:    9912/  10000 (99.12%), best:    9905/10000 (99.05%), error:       319.55011, best error:       314.59384 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 882.1127929688s, input_fired_time: 8.4922056198, output_fired_time: 8.9090166092, propagate_forward_time: 333.8831176758, propagate_backward_time: 521.8365478516, weight_update_time: 0.9866691232, other_time: 8.9919433594
epoch time: 71.2819671631s, input_fired_time: 1.0878967047, output_fired_time: 0.0000000000, propagate_forward_time: 68.5612106323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6328582764
validation[          , genome 18145] predictions:    9907/  10000 (99.07%), best:    9905/10000 (99.05%), error:       327.79553, best error:       314.59384 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 875.8347778320s, input_fired_time: 8.5213823318, output_fired_time: 8.9179210663, propagate_forward_time: 329.5455932617, propagate_backward_time: 519.5462646484, weight_update_time: 1.0006848574, other_time: 9.3036499023
epoch time: 71.2746810913s, input_fired_time: 1.0787408352, output_fired_time: 0.0000000000, propagate_forward_time: 68.6522674561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5436706543
validation[          , genome 18145] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       358.65652, best error:       314.59384 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 881.0585327148s, input_fired_time: 8.5538263321, output_fired_time: 8.9460582733, propagate_forward_time: 332.5060424805, propagate_backward_time: 521.8551025391, weight_update_time: 0.9996792674, other_time: 9.1975097656
epoch time: 70.1228103638s, input_fired_time: 1.0380922556, output_fired_time: 0.0000000000, propagate_forward_time: 67.5920562744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4926605225
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9905/10000 (99.05%), error:       326.20529, best error:       314.59384 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 881.4370727539s, input_fired_time: 8.4272327423, output_fired_time: 8.8997640610, propagate_forward_time: 333.2742919922, propagate_backward_time: 521.9956054688, weight_update_time: 0.9779992104, other_time: 8.8401489258
epoch time: 69.1652221680s, input_fired_time: 1.0417368412, output_fired_time: 0.0000000000, propagate_forward_time: 66.6094207764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5140609741
validation[          , genome 18145] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       339.13959, best error:       314.59384 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 888.2050170898s, input_fired_time: 8.5367088318, output_fired_time: 8.9760465622, propagate_forward_time: 336.3759460449, propagate_backward_time: 525.3488159180, weight_update_time: 0.9900397062, other_time: 8.9674682617
epoch time: 69.9425659180s, input_fired_time: 1.0582512617, output_fired_time: 0.0000000000, propagate_forward_time: 67.3461761475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5381393433
validation[          , genome 18145] predictions:    9888/  10000 (98.88%), best:    9905/10000 (99.05%), error:       363.08356, best error:       314.59384 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 875.7192382813s, input_fired_time: 8.4493103027, output_fired_time: 8.8937711716, propagate_forward_time: 330.0090026855, propagate_backward_time: 519.2961425781, weight_update_time: 0.9825280905, other_time: 9.0709228516
epoch time: 66.6456222534s, input_fired_time: 1.0882561207, output_fired_time: 0.0000000000, propagate_forward_time: 63.7863845825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7709808350
validation[          , genome 18145] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       331.23108, best error:       314.59384 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 879.0375366211s, input_fired_time: 8.4507217407, output_fired_time: 8.8976011276, propagate_forward_time: 332.0570373535, propagate_backward_time: 520.6135864258, weight_update_time: 0.9826959372, other_time: 9.0186157227
epoch time: 70.1381225586s, input_fired_time: 1.0551196337, output_fired_time: 0.0000000000, propagate_forward_time: 67.5616989136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213012695
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9905/10000 (99.05%), error:       345.65503, best error:       314.59384 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 877.8610229492s, input_fired_time: 8.4344549179, output_fired_time: 8.8803834915, propagate_forward_time: 330.8404541016, propagate_backward_time: 520.7784423828, weight_update_time: 0.9709130526, other_time: 8.9273071289
epoch time: 69.2221069336s, input_fired_time: 1.0457800627, output_fired_time: 0.0000000000, propagate_forward_time: 66.6521987915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5241317749
validation[          , genome 18145] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       332.77890, best error:       314.59384 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 882.7521972656s, input_fired_time: 8.4796028137, output_fired_time: 8.9061040878, propagate_forward_time: 333.7022399902, propagate_backward_time: 522.7973022461, weight_update_time: 0.9839990139, other_time: 8.8668823242
epoch time: 70.0447769165s, input_fired_time: 1.0480967760, output_fired_time: 0.0000000000, propagate_forward_time: 67.4693603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5273208618
validation[          , genome 18145] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       348.58176, best error:       314.59384 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 873.7247314453s, input_fired_time: 8.4383106232, output_fired_time: 8.8770561218, propagate_forward_time: 329.0740661621, propagate_backward_time: 518.2777709961, weight_update_time: 0.9796360731, other_time: 9.0575561523
epoch time: 69.5380401611s, input_fired_time: 1.0485249758, output_fired_time: 0.0000000000, propagate_forward_time: 66.9234313965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5660858154
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       343.52267, best error:       314.59384 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 869.5476074219s, input_fired_time: 8.4381599426, output_fired_time: 8.8483791351, propagate_forward_time: 325.8109741211, propagate_backward_time: 517.3314208984, weight_update_time: 0.9781805277, other_time: 9.1186523438
epoch time: 65.3592834473s, input_fired_time: 1.0426524878, output_fired_time: 0.0000000000, propagate_forward_time: 62.6378974915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6787300110
validation[          , genome 18145] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       327.97733, best error:       314.59384 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 874.7971801758s, input_fired_time: 8.4514961243, output_fired_time: 8.8906145096, propagate_forward_time: 329.6459350586, propagate_backward_time: 518.7839965820, weight_update_time: 0.9816210866, other_time: 9.0251464844
epoch time: 69.4368591309s, input_fired_time: 1.0501134396, output_fired_time: 0.0000000000, propagate_forward_time: 66.8514785767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352706909
validation[          , genome 18145] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       329.62302, best error:       314.59384 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 878.7073364258s, input_fired_time: 8.4870510101, output_fired_time: 8.8929529190, propagate_forward_time: 331.3510131836, propagate_backward_time: 520.8893432617, weight_update_time: 0.9865887165, other_time: 9.0869750977
epoch time: 69.2468643188s, input_fired_time: 1.0464267731, output_fired_time: 0.0000000000, propagate_forward_time: 66.6622695923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5381698608
validation[          , genome 18145] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       316.10226, best error:       314.59384 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 869.3617553711s, input_fired_time: 8.4380807877, output_fired_time: 8.8532228470, propagate_forward_time: 326.2886962891, propagate_backward_time: 516.6510620117, weight_update_time: 0.9820082188, other_time: 9.1306762695
epoch time: 70.9512557983s, input_fired_time: 1.0932651758, output_fired_time: 0.0000000000, propagate_forward_time: 68.2165603638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414337158
validation[          , genome 18145] predictions:    9888/  10000 (98.88%), best:    9905/10000 (99.05%), error:       368.82834, best error:       314.59384 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 874.7446289063s, input_fired_time: 8.4625453949, output_fired_time: 8.8921127319, propagate_forward_time: 329.3182678223, propagate_backward_time: 518.9423828125, weight_update_time: 0.9865510464, other_time: 9.1293945313
epoch time: 69.1215209961s, input_fired_time: 1.0655077696, output_fired_time: 0.0000000000, propagate_forward_time: 66.4812698364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5747451782
validation[          , genome 18145] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       321.36252, best error:       314.59384 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 878.6567993164s, input_fired_time: 8.5196619034, output_fired_time: 8.8911676407, propagate_forward_time: 331.3470764160, propagate_backward_time: 520.7992553711, weight_update_time: 0.9949111342, other_time: 9.0996704102
epoch time: 65.7881011963s, input_fired_time: 1.0599988699, output_fired_time: 0.0000000000, propagate_forward_time: 62.9939460754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7341575623
validation[          , genome 18145] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       319.79257, best error:       314.59384 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 878.2343750000s, input_fired_time: 8.4855680466, output_fired_time: 8.9039869308, propagate_forward_time: 331.1483459473, propagate_backward_time: 520.6640014648, weight_update_time: 0.9866414666, other_time: 9.0324096680
epoch time: 70.0615539551s, input_fired_time: 1.0586495399, output_fired_time: 0.0000000000, propagate_forward_time: 67.4635238647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5393829346
validation[          , genome 18145] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       322.66367, best error:       314.59384 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 884.4218139648s, input_fired_time: 8.5357885361, output_fired_time: 8.9425239563, propagate_forward_time: 335.2463378906, propagate_backward_time: 522.7111206055, weight_update_time: 0.9918215275, other_time: 8.9860839844
epoch time: 68.9490966797s, input_fired_time: 1.0750931501, output_fired_time: 0.0000000000, propagate_forward_time: 66.2306060791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6433944702
validation[          , genome 18145] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       324.89844, best error:       314.59384 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 865.2525024414s, input_fired_time: 8.4193820953, output_fired_time: 8.8671131134, propagate_forward_time: 323.6252441406, propagate_backward_time: 515.1949462891, weight_update_time: 0.9805933833, other_time: 9.1458129883
epoch time: 70.2530136108s, input_fired_time: 1.0663954020, output_fired_time: 0.0000000000, propagate_forward_time: 67.6226882935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5639266968
validation[          , genome 18145] predictions:    9908/  10000 (99.08%), best:    9905/10000 (99.05%), error:       322.86697, best error:       314.59384 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 880.9203491211s, input_fired_time: 8.4792957306, output_fired_time: 8.9065895081, propagate_forward_time: 332.8129577637, propagate_backward_time: 521.7285766602, weight_update_time: 0.9869955778, other_time: 8.9928588867
epoch time: 69.9042510986s, input_fired_time: 1.0520879030, output_fired_time: 0.0000000000, propagate_forward_time: 67.2675170898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5846481323
validation[          , genome 18145] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       322.92075, best error:       314.59384 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 878.0606689453s, input_fired_time: 8.4812679291, output_fired_time: 8.9091291428, propagate_forward_time: 330.6266479492, propagate_backward_time: 521.0554809570, weight_update_time: 0.9828643799, other_time: 8.9881591797
epoch time: 69.8185958862s, input_fired_time: 1.0648052692, output_fired_time: 0.0000000000, propagate_forward_time: 67.2092971802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5444946289
validation[          , genome 18145] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       324.82394, best error:       314.59384 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 877.8999023438s, input_fired_time: 8.4546241760, output_fired_time: 8.8870582581, propagate_forward_time: 330.9544067383, propagate_backward_time: 520.6362304688, weight_update_time: 0.9818775058, other_time: 8.9675292969
epoch time: 69.4411163330s, input_fired_time: 1.0533776283, output_fired_time: 0.0000000000, propagate_forward_time: 66.8247909546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5629501343
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       337.25534, best error:       314.59384 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 883.6736450195s, input_fired_time: 8.5278339386, output_fired_time: 8.9282264709, propagate_forward_time: 334.5341186523, propagate_backward_time: 522.6779785156, weight_update_time: 0.9947289228, other_time: 9.0054931641
epoch time: 68.2968597412s, input_fired_time: 1.0699741840, output_fired_time: 0.0000000000, propagate_forward_time: 65.5989151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6279678345
validation[          , genome 18145] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       328.27661, best error:       314.59384 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 878.0868530273s, input_fired_time: 8.5177392960, output_fired_time: 8.9031744003, propagate_forward_time: 330.8552856445, propagate_backward_time: 520.6646728516, weight_update_time: 0.9973949194, other_time: 9.1459350586
epoch time: 64.8059768677s, input_fired_time: 1.0275279284, output_fired_time: 0.0000000000, propagate_forward_time: 62.1379966736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6404533386
validation[          , genome 18145] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       328.57440, best error:       314.59384 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 885.3774414063s, input_fired_time: 8.5322751999, output_fired_time: 8.9148769379, propagate_forward_time: 334.8005371094, propagate_backward_time: 524.1091918945, weight_update_time: 0.9910630584, other_time: 9.0205688477
epoch time: 69.6895141602s, input_fired_time: 1.0665405989, output_fired_time: 0.0000000000, propagate_forward_time: 67.0257873535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5971832275
validation[          , genome 18145] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       326.72339, best error:       314.59384 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 886.2315673828s, input_fired_time: 8.5123767853, output_fired_time: 8.9627752304, propagate_forward_time: 335.6293640137, propagate_backward_time: 524.1871948242, weight_update_time: 0.9936662912, other_time: 8.9398803711
epoch time: 69.1071929932s, input_fired_time: 1.0705876350, output_fired_time: 0.0000000000, propagate_forward_time: 66.4500503540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5865554810
validation[          , genome 18145] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       339.62524, best error:       314.59384 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 878.7033691406s, input_fired_time: 8.5069808960, output_fired_time: 8.9089708328, propagate_forward_time: 331.1727294922, propagate_backward_time: 521.0825805664, weight_update_time: 0.9841522574, other_time: 9.0321044922
epoch time: 70.3089828491s, input_fired_time: 1.0525746346, output_fired_time: 0.0000000000, propagate_forward_time: 67.7131729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5432357788
validation[          , genome 18145] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       327.57748, best error:       314.59384 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 875.2816162109s, input_fired_time: 8.4766550064, output_fired_time: 8.8873710632, propagate_forward_time: 329.4882812500, propagate_backward_time: 519.3666992188, weight_update_time: 0.9863648415, other_time: 9.0625610352
epoch time: 70.6838531494s, input_fired_time: 1.1043961048, output_fired_time: 0.0000000000, propagate_forward_time: 67.9552307129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6242294312
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9905/10000 (99.05%), error:       338.71136, best error:       314.59384 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 880.3110961914s, input_fired_time: 8.4857349396, output_fired_time: 8.9299421310, propagate_forward_time: 332.1320495605, propagate_backward_time: 521.7658081055, weight_update_time: 0.9870709777, other_time: 8.9976196289
epoch time: 69.3883361816s, input_fired_time: 1.0580490828, output_fired_time: 0.0000000000, propagate_forward_time: 66.7780075073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5522766113
validation[          , genome 18145] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       327.50693, best error:       314.59384 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 881.5206909180s, input_fired_time: 8.4577035904, output_fired_time: 8.9022722244, propagate_forward_time: 333.2222595215, propagate_backward_time: 522.0329589844, weight_update_time: 0.9830661416, other_time: 8.9055175781
epoch time: 65.0052490234s, input_fired_time: 1.0305743217, output_fired_time: 0.0000000000, propagate_forward_time: 62.3653144836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6093597412
validation[          , genome 18145] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       325.08090, best error:       314.59384 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 866.3767089844s, input_fired_time: 8.4531230927, output_fired_time: 8.8630952835, propagate_forward_time: 323.9341430664, propagate_backward_time: 515.9408569336, weight_update_time: 0.9867808223, other_time: 9.1854858398
epoch time: 69.7316970825s, input_fired_time: 1.0824916363, output_fired_time: 0.0000000000, propagate_forward_time: 67.0297241211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6194839478
validation[          , genome 18145] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       320.67502, best error:       314.59384 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 874.6041870117s, input_fired_time: 8.5574302673, output_fired_time: 8.9196395874, propagate_forward_time: 328.7040405273, propagate_backward_time: 519.0775756836, weight_update_time: 0.9977474213, other_time: 9.3455200195
epoch time: 65.6293029785s, input_fired_time: 1.0438683033, output_fired_time: 0.0000000000, propagate_forward_time: 62.9766273499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6088066101
validation[          , genome 18145] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       320.44452, best error:       314.59384 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 886.6121215820s, input_fired_time: 8.5562257767, output_fired_time: 8.9488897324, propagate_forward_time: 335.7271728516, propagate_backward_time: 524.4235229492, weight_update_time: 0.9874395132, other_time: 8.9562988281
epoch time: 69.8512573242s, input_fired_time: 1.0450789928, output_fired_time: 0.0000000000, propagate_forward_time: 67.2918319702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5143432617
validation[          , genome 18145] predictions:    9906/  10000 (99.06%), best:    9905/10000 (99.05%), error:       330.56363, best error:       314.59384 on epoch:    62, 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: 344.9826049805s, input_fired_time: 5.3025069237, output_fired_time: 0.0000000000, propagate_forward_time: 331.6540527344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.0260314941
best training[          , genome 18145] predictions:   49995/  50000 (99.99%), best:    9905/10000 (99.05%), error:       152.64589, best error:       314.59384 on epoch:    62, 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: 66.4497985840s, input_fired_time: 1.0522221327, output_fired_time: 0.0000000000, propagate_forward_time: 63.7344017029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6631736755
   testing[          , genome 18145] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       280.49515, best error:       314.59384 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:45:29 (2648): called boinc_finish(0)

</stderr_txt>
]]>