Nameexact_genome_1508499903_23_14162_2
Workunit2261273
Created7 Dec 2017, 21:29:27 UTC
Sent7 Dec 2017, 21:36:25 UTC
Report deadline21 Jan 2018, 23:51:55 UTC
Received9 Dec 2017, 0:57:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time18 hours 11 min 41 sec
CPU time18 hours 11 min 41 sec
Validate stateValid
Credit11,273.53
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size169.72 MB
Peak swap size171.62 MB
Peak disk usage3.17 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 51.3139419556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5952949524
validation[          , genome 14162] predictions:    9829/  10000 (98.29%), best:    9851/10000 (98.51%), error:       541.26300, best error:       475.60544 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 557.0584106445s, input_fired_time: 7.5861625671, output_fired_time: 5.1834716797, propagate_forward_time: 214.6299438477, propagate_backward_time: 321.2476196289, weight_update_time: 0.5520504713, other_time: 8.4111938477
epoch time: 44.9303054810s, input_fired_time: 0.8488096595, output_fired_time: 0.0000000000, propagate_forward_time: 42.5614242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5200729370
validation[          , genome 14162] predictions:    9803/  10000 (98.03%), best:    9851/10000 (98.51%), error:       612.12500, best error:       475.60544 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 538.6961669922s, input_fired_time: 7.5241999626, output_fired_time: 5.0729136467, propagate_forward_time: 206.8419494629, propagate_backward_time: 310.7869873047, weight_update_time: 0.5551252365, other_time: 8.4701232910
epoch time: 55.4232025146s, input_fired_time: 0.9355975389, output_fired_time: 0.0000000000, propagate_forward_time: 52.8805007935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6071052551
validation[          , genome 14162] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       432.58051, best error:       432.58051 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 579.8960571289s, input_fired_time: 7.6399703026, output_fired_time: 5.3302950859, propagate_forward_time: 223.7287902832, propagate_backward_time: 334.8930053711, weight_update_time: 0.5533878207, other_time: 8.3039855957
epoch time: 48.6950950623s, input_fired_time: 0.8895207644, output_fired_time: 0.0000000000, propagate_forward_time: 46.2584075928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5471649170
validation[          , genome 14162] predictions:    9787/  10000 (97.87%), best:    9863/10000 (98.63%), error:       680.78668, best error:       432.58051 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 630.0012207031s, input_fired_time: 8.0742702484, output_fired_time: 5.7132949829, propagate_forward_time: 244.5101623535, propagate_backward_time: 362.7740478516, weight_update_time: 0.5907864571, other_time: 8.9294128418
epoch time: 53.1334877014s, input_fired_time: 0.9077977538, output_fired_time: 0.0000000000, propagate_forward_time: 50.6426963806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5829925537
validation[          , genome 14162] predictions:    9841/  10000 (98.41%), best:    9863/10000 (98.63%), error:       503.89368, best error:       432.58051 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 579.2341918945s, input_fired_time: 7.6304206848, output_fired_time: 5.3246188164, propagate_forward_time: 223.2455902100, propagate_backward_time: 334.8025207520, weight_update_time: 0.5476625562, other_time: 8.2309875488
epoch time: 56.1199455261s, input_fired_time: 0.9530192614, output_fired_time: 0.0000000000, propagate_forward_time: 53.5354423523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6314849854
validation[          , genome 14162] predictions:    9854/  10000 (98.54%), best:    9863/10000 (98.63%), error:       447.93866, best error:       432.58051 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 634.0586547852s, input_fired_time: 8.1475563049, output_fired_time: 5.8206434250, propagate_forward_time: 246.0732879639, propagate_backward_time: 364.9989624023, weight_update_time: 0.5979569554, other_time: 9.0181884766
epoch time: 45.3283424377s, input_fired_time: 0.8167559505, output_fired_time: 0.0000000000, propagate_forward_time: 43.0657653809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4458198547
validation[          , genome 14162] predictions:    9819/  10000 (98.19%), best:    9863/10000 (98.63%), error:       580.73145, best error:       432.58051 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 619.3513183594s, input_fired_time: 7.9191737175, output_fired_time: 5.6360025406, propagate_forward_time: 239.7956695557, propagate_backward_time: 357.4610900879, weight_update_time: 0.5796734095, other_time: 8.5393981934
epoch time: 48.1876983643s, input_fired_time: 0.8596204519, output_fired_time: 0.0000000000, propagate_forward_time: 45.8333740234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4947052002
validation[          , genome 14162] predictions:    9806/  10000 (98.06%), best:    9863/10000 (98.63%), error:       611.49982, best error:       432.58051 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 595.0435180664s, input_fired_time: 7.7575697899, output_fired_time: 5.4605784416, propagate_forward_time: 230.3954010010, propagate_backward_time: 343.0474243164, weight_update_time: 0.5633375049, other_time: 8.3825683594
epoch time: 57.5689048767s, input_fired_time: 0.9982331395, output_fired_time: 0.0000000000, propagate_forward_time: 54.8610649109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7096061707
validation[          , genome 14162] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       473.65781, best error:       432.58051 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 618.5241699219s, input_fired_time: 7.9075393677, output_fired_time: 5.6574006081, propagate_forward_time: 239.5422668457, propagate_backward_time: 356.8971252441, weight_update_time: 0.5811098814, other_time: 8.5198364258
epoch time: 44.3940773010s, input_fired_time: 0.8106139898, output_fired_time: 0.0000000000, propagate_forward_time: 42.1469268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4365348816
validation[          , genome 14162] predictions:    9837/  10000 (98.37%), best:    9863/10000 (98.63%), error:       490.86383, best error:       432.58051 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 590.7952880859s, input_fired_time: 7.7166986465, output_fired_time: 5.4057688713, propagate_forward_time: 227.9347076416, propagate_backward_time: 341.3998718262, weight_update_time: 0.5595527291, other_time: 8.3382873535
epoch time: 48.3258972168s, input_fired_time: 0.8612433672, output_fired_time: 0.0000000000, propagate_forward_time: 45.9662857056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4983673096
validation[          , genome 14162] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       397.74579, best error:       397.74579 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 601.7288818359s, input_fired_time: 7.8146910667, output_fired_time: 5.4944519997, propagate_forward_time: 233.0310058594, propagate_backward_time: 346.9955444336, weight_update_time: 0.5643482208, other_time: 8.3931884766
epoch time: 48.0679931641s, input_fired_time: 0.8594225049, output_fired_time: 0.0000000000, propagate_forward_time: 45.6954307556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5131416321
validation[          , genome 14162] predictions:    9843/  10000 (98.43%), best:    9874/10000 (98.74%), error:       517.15985, best error:       397.74579 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 588.0312500000s, input_fired_time: 7.8185558319, output_fired_time: 5.4255414009, propagate_forward_time: 227.4637908936, propagate_backward_time: 338.7893066406, weight_update_time: 0.5668506622, other_time: 8.5340576172
epoch time: 48.0903663635s, input_fired_time: 0.8844919205, output_fired_time: 0.0000000000, propagate_forward_time: 45.6903762817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5154991150
validation[          , genome 14162] predictions:    9862/  10000 (98.62%), best:    9874/10000 (98.74%), error:       445.71967, best error:       397.74579 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 629.2670288086s, input_fired_time: 8.0431146622, output_fired_time: 5.7185668945, propagate_forward_time: 244.2679443359, propagate_backward_time: 362.6084594727, weight_update_time: 0.5780777931, other_time: 8.6289672852
epoch time: 51.4003944397s, input_fired_time: 0.8897941709, output_fired_time: 0.0000000000, propagate_forward_time: 48.9629325867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5476684570
validation[          , genome 14162] predictions:    9851/  10000 (98.51%), best:    9874/10000 (98.74%), error:       447.20636, best error:       397.74579 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 609.5473022461s, input_fired_time: 7.8924126625, output_fired_time: 5.5823111534, propagate_forward_time: 235.7604064941, propagate_backward_time: 351.8367004395, weight_update_time: 0.5678349733, other_time: 8.4754638672
epoch time: 42.5209388733s, input_fired_time: 0.8269661069, output_fired_time: 0.0000000000, propagate_forward_time: 40.2303886414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4635848999
validation[          , genome 14162] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       443.65158, best error:       397.74579 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 597.1799926758s, input_fired_time: 7.7547082901, output_fired_time: 5.4667253494, propagate_forward_time: 230.7283020020, propagate_backward_time: 344.8446655273, weight_update_time: 0.5607661605, other_time: 8.3855895996
epoch time: 44.1749610901s, input_fired_time: 0.8054618835, output_fired_time: 0.0000000000, propagate_forward_time: 41.9519577026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4175415039
validation[          , genome 14162] predictions:    9860/  10000 (98.60%), best:    9874/10000 (98.74%), error:       447.98813, best error:       397.74579 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 568.5258789062s, input_fired_time: 7.5292119980, output_fired_time: 5.2344789505, propagate_forward_time: 219.0743560791, propagate_backward_time: 328.6061096191, weight_update_time: 0.5421370864, other_time: 8.0816955566
epoch time: 45.0118141174s, input_fired_time: 0.8243144155, output_fired_time: 0.0000000000, propagate_forward_time: 42.7569160461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4305839539
validation[          , genome 14162] predictions:    9856/  10000 (98.56%), best:    9874/10000 (98.74%), error:       497.69986, best error:       397.74579 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 584.4897460938s, input_fired_time: 7.6542878151, output_fired_time: 5.3793673515, propagate_forward_time: 225.7811584473, propagate_backward_time: 337.4836425781, weight_update_time: 0.5456222296, other_time: 8.1912536621
epoch time: 50.0463829041s, input_fired_time: 0.8751749396, output_fired_time: 0.0000000000, propagate_forward_time: 47.6400184631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5311889648
validation[          , genome 14162] predictions:    9840/  10000 (98.40%), best:    9874/10000 (98.74%), error:       494.57053, best error:       397.74579 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 583.3567504883s, input_fired_time: 7.6530890465, output_fired_time: 5.3871636391, propagate_forward_time: 225.2033233643, propagate_backward_time: 336.8544311523, weight_update_time: 0.5570251942, other_time: 8.2587890625
epoch time: 41.4498214722s, input_fired_time: 0.7837426662, output_fired_time: 0.0000000000, propagate_forward_time: 39.2872238159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3788566589
validation[          , genome 14162] predictions:    9850/  10000 (98.50%), best:    9874/10000 (98.74%), error:       482.00452, best error:       397.74579 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 614.2945556641s, input_fired_time: 7.9329066277, output_fired_time: 5.6109681129, propagate_forward_time: 237.7459106445, propagate_backward_time: 354.4108886719, weight_update_time: 0.5751317143, other_time: 8.5938720703
epoch time: 44.4510536194s, input_fired_time: 0.8141089082, output_fired_time: 0.0000000000, propagate_forward_time: 42.1838607788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4530830383
validation[          , genome 14162] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       401.85895, best error:       397.74579 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 559.3841552734s, input_fired_time: 7.5247750282, output_fired_time: 5.1741857529, propagate_forward_time: 215.7930603027, propagate_backward_time: 322.9379882812, weight_update_time: 0.5288023353, other_time: 7.9541320801
epoch time: 47.6026496887s, input_fired_time: 0.8902370930, output_fired_time: 0.0000000000, propagate_forward_time: 45.1526870728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5597267151
validation[          , genome 14162] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       441.29880, best error:       397.74579 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 580.6677246094s, input_fired_time: 7.8173174858, output_fired_time: 5.3871502876, propagate_forward_time: 223.8877716064, propagate_backward_time: 335.0463562012, weight_update_time: 0.5598431230, other_time: 8.5291442871
epoch time: 51.0390510559s, input_fired_time: 0.9130532146, output_fired_time: 0.0000000000, propagate_forward_time: 48.5685043335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574951172
validation[          , genome 14162] predictions:    9868/  10000 (98.68%), best:    9874/10000 (98.74%), error:       432.71674, best error:       397.74579 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 574.8691406250s, input_fired_time: 7.6914420128, output_fired_time: 5.3256902695, propagate_forward_time: 222.0022277832, propagate_backward_time: 331.5768432617, weight_update_time: 0.5452926755, other_time: 8.2729187012
epoch time: 45.9416275024s, input_fired_time: 0.8460077643, output_fired_time: 0.0000000000, propagate_forward_time: 43.6542739868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413452148
validation[          , genome 14162] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       402.53183, best error:       397.74579 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 612.9515380859s, input_fired_time: 8.0291852951, output_fired_time: 5.6176261902, propagate_forward_time: 236.8882293701, propagate_backward_time: 353.6762390137, weight_update_time: 0.5844388604, other_time: 8.7402648926
epoch time: 45.0252456665s, input_fired_time: 0.8443723321, output_fired_time: 0.0000000000, propagate_forward_time: 42.6986885071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4821853638
validation[          , genome 14162] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       457.01443, best error:       397.74579 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 622.3065185547s, input_fired_time: 8.0603313446, output_fired_time: 5.6845545769, propagate_forward_time: 241.3002471924, propagate_backward_time: 358.5482482910, weight_update_time: 0.5806639194, other_time: 8.7131652832
epoch time: 48.2877845764s, input_fired_time: 0.8742971420, output_fired_time: 0.0000000000, propagate_forward_time: 45.8992538452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5142326355
validation[          , genome 14162] predictions:    9860/  10000 (98.60%), best:    9874/10000 (98.74%), error:       475.73557, best error:       397.74579 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 613.1370239258s, input_fired_time: 8.0137252808, output_fired_time: 5.6129188538, propagate_forward_time: 237.1869812012, propagate_backward_time: 353.6434631348, weight_update_time: 0.5789968967, other_time: 8.6799316406
epoch time: 51.4046821594s, input_fired_time: 0.9576045275, output_fired_time: 0.0000000000, propagate_forward_time: 48.8281364441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6189422607
validation[          , genome 14162] predictions:    9860/  10000 (98.60%), best:    9874/10000 (98.74%), error:       428.79010, best error:       397.74579 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 579.8962402344s, input_fired_time: 7.6845350266, output_fired_time: 5.3380246162, propagate_forward_time: 224.0482177734, propagate_backward_time: 334.6142272949, weight_update_time: 0.5448558331, other_time: 8.2112731934
epoch time: 44.8293914795s, input_fired_time: 0.8228732944, output_fired_time: 0.0000000000, propagate_forward_time: 42.5770950317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4294242859
validation[          , genome 14162] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       434.83188, best error:       397.74579 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 569.1169433594s, input_fired_time: 7.7012071609, output_fired_time: 5.2532811165, propagate_forward_time: 219.2657318115, propagate_backward_time: 328.6173400879, weight_update_time: 0.5469865799, other_time: 8.2793273926
epoch time: 48.7335433960s, input_fired_time: 0.8844309449, output_fired_time: 0.0000000000, propagate_forward_time: 46.3387908936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5103225708
validation[          , genome 14162] predictions:    9873/  10000 (98.73%), best:    9874/10000 (98.74%), error:       400.63339, best error:       397.74579 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 615.3107299805s, input_fired_time: 7.9668116570, output_fired_time: 5.6580653191, propagate_forward_time: 238.0321502686, propagate_backward_time: 355.0762634277, weight_update_time: 0.5728430152, other_time: 8.5774230957
epoch time: 44.9874229431s, input_fired_time: 0.8323912024, output_fired_time: 0.0000000000, propagate_forward_time: 42.7369842529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4180488586
validation[          , genome 14162] predictions:    9846/  10000 (98.46%), best:    9874/10000 (98.74%), error:       450.62009, best error:       397.74579 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 621.8777465820s, input_fired_time: 8.0500030518, output_fired_time: 5.6644716263, propagate_forward_time: 241.1369628906, propagate_backward_time: 358.4393005371, weight_update_time: 0.5761143565, other_time: 8.5870056152
epoch time: 53.3767852783s, input_fired_time: 0.9694818854, output_fired_time: 0.0000000000, propagate_forward_time: 50.7726669312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6346359253
validation[          , genome 14162] predictions:    9851/  10000 (98.51%), best:    9874/10000 (98.74%), error:       431.95422, best error:       397.74579 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 585.5361328125s, input_fired_time: 7.7393126488, output_fired_time: 5.3981032372, propagate_forward_time: 225.9971466064, propagate_backward_time: 338.1028137207, weight_update_time: 0.5513742566, other_time: 8.2987365723
epoch time: 45.1177749634s, input_fired_time: 0.8362200260, output_fired_time: 0.0000000000, propagate_forward_time: 42.8220024109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4595527649
validation[          , genome 14162] predictions:    9870/  10000 (98.70%), best:    9874/10000 (98.74%), error:       399.16434, best error:       397.74579 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 577.6624145508s, input_fired_time: 7.6578598022, output_fired_time: 5.3290576935, propagate_forward_time: 222.5893859863, propagate_backward_time: 333.9565124512, weight_update_time: 0.5438354015, other_time: 8.1296386719
epoch time: 51.2191696167s, input_fired_time: 0.9353350401, output_fired_time: 0.0000000000, propagate_forward_time: 48.6856040955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5982322693
validation[          , genome 14162] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       438.85321, best error:       397.74579 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 623.1371459961s, input_fired_time: 8.0513572693, output_fired_time: 5.7009477615, propagate_forward_time: 241.4307556152, propagate_backward_time: 359.3142089844, weight_update_time: 0.5788104534, other_time: 8.6399230957
epoch time: 50.8636283875s, input_fired_time: 0.9039175510, output_fired_time: 0.0000000000, propagate_forward_time: 48.4176979065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5420112610
validation[          , genome 14162] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       386.92682, best error:       386.92682 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 621.9069213867s, input_fired_time: 8.0254611969, output_fired_time: 5.6526689529, propagate_forward_time: 240.7032012939, propagate_backward_time: 358.9259338379, weight_update_time: 0.5813751817, other_time: 8.5997009277
epoch time: 45.3860588074s, input_fired_time: 0.8762402534, output_fired_time: 0.0000000000, propagate_forward_time: 42.9749908447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5348281860
validation[          , genome 14162] predictions:    9881/  10000 (98.81%), best:    9876/10000 (98.76%), error:       396.63260, best error:       386.92682 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 572.6593017578s, input_fired_time: 7.6183848381, output_fired_time: 5.2640395164, propagate_forward_time: 220.2742462158, propagate_backward_time: 331.3280029297, weight_update_time: 0.5408322215, other_time: 8.1746215820
epoch time: 49.0696334839s, input_fired_time: 0.8859313726, output_fired_time: 0.0000000000, propagate_forward_time: 46.6681175232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5155830383
validation[          , genome 14162] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       384.82410, best error:       384.82410 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 630.3786621094s, input_fired_time: 8.0539970398, output_fired_time: 5.7684116364, propagate_forward_time: 243.7985382080, propagate_backward_time: 364.2030029297, weight_update_time: 0.5781234503, other_time: 8.5546875000
epoch time: 59.1488723755s, input_fired_time: 0.9890143275, output_fired_time: 0.0000000000, propagate_forward_time: 56.5074501038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6524085999
validation[          , genome 14162] predictions:    9875/  10000 (98.75%), best:    9887/10000 (98.87%), error:       394.76697, best error:       384.82410 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 596.7881469727s, input_fired_time: 7.8448281288, output_fired_time: 5.4921388626, propagate_forward_time: 230.5278167725, propagate_backward_time: 344.4478454590, weight_update_time: 0.5632407069, other_time: 8.4754943848
epoch time: 51.1688117981s, input_fired_time: 0.9199752212, output_fired_time: 0.0000000000, propagate_forward_time: 48.6587562561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5900802612
validation[          , genome 14162] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       366.19818, best error:       366.19818 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 586.1361694336s, input_fired_time: 7.7106490135, output_fired_time: 5.3486719131, propagate_forward_time: 226.4868621826, propagate_backward_time: 338.3532104492, weight_update_time: 0.5512313843, other_time: 8.2367553711
epoch time: 53.7669677734s, input_fired_time: 0.9278206229, output_fired_time: 0.0000000000, propagate_forward_time: 51.2479934692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5911521912
validation[          , genome 14162] predictions:    9843/  10000 (98.43%), best:    9883/10000 (98.83%), error:       529.22717, best error:       366.19818 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 618.9040527344s, input_fired_time: 8.0186777115, output_fired_time: 5.6795182228, propagate_forward_time: 239.8619232178, propagate_backward_time: 356.6749572754, weight_update_time: 0.5831776261, other_time: 8.6689758301
epoch time: 47.9284095764s, input_fired_time: 0.9037171006, output_fired_time: 0.0000000000, propagate_forward_time: 45.4407882690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5839042664
validation[          , genome 14162] predictions:    9885/  10000 (98.85%), best:    9883/10000 (98.83%), error:       381.56064, best error:       366.19818 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 593.8741455078s, input_fired_time: 7.7733254433, output_fired_time: 5.4225883484, propagate_forward_time: 229.5544586182, propagate_backward_time: 342.8356323242, weight_update_time: 0.5537555814, other_time: 8.2881469727
epoch time: 44.0339126587s, input_fired_time: 0.8144863248, output_fired_time: 0.0000000000, propagate_forward_time: 41.7953758240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4240493774
validation[          , genome 14162] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       386.10648, best error:       366.19818 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 594.2062988281s, input_fired_time: 7.8578381538, output_fired_time: 5.4405660629, propagate_forward_time: 229.9006958008, propagate_backward_time: 342.5390319824, weight_update_time: 0.5678632855, other_time: 8.4681701660
epoch time: 43.2693786621s, input_fired_time: 0.8560847640, output_fired_time: 0.0000000000, propagate_forward_time: 40.9134063721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4998893738
validation[          , genome 14162] predictions:    9885/  10000 (98.85%), best:    9883/10000 (98.83%), error:       390.20230, best error:       366.19818 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 593.9775390625s, input_fired_time: 7.7934222221, output_fired_time: 5.4279141426, propagate_forward_time: 228.8161468506, propagate_backward_time: 343.6038208008, weight_update_time: 0.5580886602, other_time: 8.3362426758
epoch time: 45.1102523804s, input_fired_time: 0.8325058818, output_fired_time: 0.0000000000, propagate_forward_time: 42.8258476257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4519004822
validation[          , genome 14162] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       354.47165, best error:       354.47165 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 608.0929565430s, input_fired_time: 7.9895091057, output_fired_time: 5.6062402725, propagate_forward_time: 234.8837585449, propagate_backward_time: 351.0300292969, weight_update_time: 0.5760339499, other_time: 8.5834045410
epoch time: 46.4847221375s, input_fired_time: 0.8595830798, output_fired_time: 0.0000000000, propagate_forward_time: 44.1747741699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4503631592
validation[          , genome 14162] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       372.84088, best error:       354.47165 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 601.3134765625s, input_fired_time: 7.8968706131, output_fired_time: 5.5172686577, propagate_forward_time: 232.7786102295, propagate_backward_time: 346.6348876953, weight_update_time: 0.5664101243, other_time: 8.4858398438
epoch time: 50.6755180359s, input_fired_time: 0.9036186337, output_fired_time: 0.0000000000, propagate_forward_time: 48.2148208618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5570793152
validation[          , genome 14162] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       360.98428, best error:       354.47165 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 603.7959594727s, input_fired_time: 7.9187994003, output_fired_time: 5.5321731567, propagate_forward_time: 233.8660888672, propagate_backward_time: 348.0586853027, weight_update_time: 0.5667704940, other_time: 8.4201965332
epoch time: 41.6823043823s, input_fired_time: 0.8543769717, output_fired_time: 0.0000000000, propagate_forward_time: 39.3248939514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5030326843
validation[          , genome 14162] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       369.55478, best error:       354.47165 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 593.4667358398s, input_fired_time: 7.8357729912, output_fired_time: 5.4919924736, propagate_forward_time: 228.5620422363, propagate_backward_time: 343.1307373047, weight_update_time: 0.5586781502, other_time: 8.4461975098
epoch time: 44.8148231506s, input_fired_time: 0.8337773085, output_fired_time: 0.0000000000, propagate_forward_time: 42.5125045776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4685401917
validation[          , genome 14162] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       364.65454, best error:       354.47165 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 567.7131958008s, input_fired_time: 7.6264829636, output_fired_time: 5.2582917213, propagate_forward_time: 219.1981964111, propagate_backward_time: 327.5512390137, weight_update_time: 0.5391681790, other_time: 8.0790100098
epoch time: 56.5999450684s, input_fired_time: 0.9724407792, output_fired_time: 0.0000000000, propagate_forward_time: 53.9963378906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6311645508
validation[          , genome 14162] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       373.91916, best error:       354.47165 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 648.4060668945s, input_fired_time: 8.2669181824, output_fired_time: 5.8832235336, propagate_forward_time: 251.8354187012, propagate_backward_time: 373.5978698730, weight_update_time: 0.5933937430, other_time: 8.8226318359
epoch time: 44.8307533264s, input_fired_time: 0.8371464014, output_fired_time: 0.0000000000, propagate_forward_time: 42.5660667419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4275398254
validation[          , genome 14162] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       365.67935, best error:       354.47165 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 608.0462646484s, input_fired_time: 7.9317445755, output_fired_time: 5.5655417442, propagate_forward_time: 235.1078948975, propagate_backward_time: 351.0157775879, weight_update_time: 0.5675159693, other_time: 8.4252624512
epoch time: 45.2553710938s, input_fired_time: 0.8350438476, output_fired_time: 0.0000000000, propagate_forward_time: 42.9690246582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4513015747
validation[          , genome 14162] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       364.42923, best error:       354.47165 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 570.2180175781s, input_fired_time: 7.6756768227, output_fired_time: 5.2368788719, propagate_forward_time: 220.1649780273, propagate_backward_time: 328.9648742676, weight_update_time: 0.5412581563, other_time: 8.1756286621
epoch time: 53.0625495911s, input_fired_time: 0.9589444399, output_fired_time: 0.0000000000, propagate_forward_time: 50.5012283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023750305
validation[          , genome 14162] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       356.68903, best error:       354.47165 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 610.2143554688s, input_fired_time: 7.9952163696, output_fired_time: 5.5892343521, propagate_forward_time: 236.8185119629, propagate_backward_time: 351.3759155273, weight_update_time: 0.5647116303, other_time: 8.4354553223
epoch time: 46.5061531067s, input_fired_time: 0.8614500761, output_fired_time: 0.0000000000, propagate_forward_time: 44.1799774170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4647254944
validation[          , genome 14162] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       380.73175, best error:       354.47165 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 588.8015136719s, input_fired_time: 7.9074826241, output_fired_time: 5.4252986908, propagate_forward_time: 227.2080688477, propagate_backward_time: 339.7601318359, weight_update_time: 0.5637911558, other_time: 8.5005493164
epoch time: 45.2656517029s, input_fired_time: 0.8395063281, output_fired_time: 0.0000000000, propagate_forward_time: 42.9830207825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4431228638
validation[          , genome 14162] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       330.44470, best error:       330.44470 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 595.5019531250s, input_fired_time: 7.8395967484, output_fired_time: 5.4476871490, propagate_forward_time: 230.6156005859, propagate_backward_time: 343.2918090820, weight_update_time: 0.5548930764, other_time: 8.3072509766
epoch time: 44.9201622009s, input_fired_time: 0.8407881856, output_fired_time: 0.0000000000, propagate_forward_time: 42.6426773071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4366950989
validation[          , genome 14162] predictions:    9853/  10000 (98.53%), best:    9898/10000 (98.98%), error:       478.03766, best error:       330.44470 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 627.4699707031s, input_fired_time: 8.1507692337, output_fired_time: 5.7433366776, propagate_forward_time: 243.0672760010, propagate_backward_time: 361.7662353516, weight_update_time: 0.5929164290, other_time: 8.7423706055
epoch time: 52.5654716492s, input_fired_time: 0.9460113049, output_fired_time: 0.0000000000, propagate_forward_time: 50.0185279846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6009330750
validation[          , genome 14162] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       351.49301, best error:       330.44470 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 608.1049804688s, input_fired_time: 8.0906381607, output_fired_time: 5.5657963753, propagate_forward_time: 235.1988372803, propagate_backward_time: 350.4213867188, weight_update_time: 0.5827403069, other_time: 8.8283081055
epoch time: 54.9638633728s, input_fired_time: 0.9543658495, output_fired_time: 0.0000000000, propagate_forward_time: 52.3894615173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6200370789
validation[          , genome 14162] predictions:    9872/  10000 (98.72%), best:    9898/10000 (98.98%), error:       395.53937, best error:       330.44470 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 597.4281616211s, input_fired_time: 7.9938712120, output_fired_time: 5.4990200996, propagate_forward_time: 231.5978698730, propagate_backward_time: 343.6875305176, weight_update_time: 0.5742264390, other_time: 8.6498413086
epoch time: 45.6647338867s, input_fired_time: 0.8962615132, output_fired_time: 0.0000000000, propagate_forward_time: 43.2186698914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5498008728
validation[          , genome 14162] predictions:    9878/  10000 (98.78%), best:    9898/10000 (98.98%), error:       367.85025, best error:       330.44470 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 588.1459960938s, input_fired_time: 7.9698362350, output_fired_time: 5.4183034897, propagate_forward_time: 227.2476806641, propagate_backward_time: 338.7119750977, weight_update_time: 0.5750666261, other_time: 8.7982177734
epoch time: 48.7239723206s, input_fired_time: 0.8788581491, output_fired_time: 0.0000000000, propagate_forward_time: 46.3400459290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5050697327
validation[          , genome 14162] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       335.89981, best error:       330.44470 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 601.2748413086s, input_fired_time: 7.9084315300, output_fired_time: 5.4898495674, propagate_forward_time: 233.0328979492, propagate_backward_time: 346.4539794922, weight_update_time: 0.5618265867, other_time: 8.3896484375
epoch time: 41.0177078247s, input_fired_time: 0.8458697200, output_fired_time: 0.0000000000, propagate_forward_time: 38.6915245056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4803123474
validation[          , genome 14162] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       345.26630, best error:       330.44470 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 605.4094848633s, input_fired_time: 7.9839506149, output_fired_time: 5.5447926521, propagate_forward_time: 234.3108520508, propagate_backward_time: 349.0234985352, weight_update_time: 0.5674459934, other_time: 8.5463867188
epoch time: 49.2854690552s, input_fired_time: 0.8936264515, output_fired_time: 0.0000000000, propagate_forward_time: 46.8767204285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151214600
validation[          , genome 14162] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       362.20825, best error:       330.44470 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 577.8479614258s, input_fired_time: 7.7929887772, output_fired_time: 5.3282284737, propagate_forward_time: 223.6751251221, propagate_backward_time: 332.8288269043, weight_update_time: 0.5463569164, other_time: 8.2228088379
epoch time: 53.9715461731s, input_fired_time: 0.9659358263, output_fired_time: 0.0000000000, propagate_forward_time: 51.3701515198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6354598999
validation[          , genome 14162] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       342.51065, best error:       330.44470 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 605.7035522461s, input_fired_time: 8.0150003433, output_fired_time: 5.5343127251, propagate_forward_time: 234.8140106201, propagate_backward_time: 348.7244567871, weight_update_time: 0.5679818392, other_time: 8.6157531738
epoch time: 50.0755500793s, input_fired_time: 0.9127428532, output_fired_time: 0.0000000000, propagate_forward_time: 47.6201820374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5426254272
validation[          , genome 14162] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       349.95175, best error:       330.44470 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 598.8688964844s, input_fired_time: 7.9402503967, output_fired_time: 5.4352817535, propagate_forward_time: 231.4052581787, propagate_backward_time: 345.6925354004, weight_update_time: 0.5626816750, other_time: 8.3955383301
epoch time: 44.5196380615s, input_fired_time: 0.8415382504, output_fired_time: 0.0000000000, propagate_forward_time: 42.2515487671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4265518188
validation[          , genome 14162] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       332.25827, best error:       330.44470 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 583.8712768555s, input_fired_time: 7.8209228516, output_fired_time: 5.3475217819, propagate_forward_time: 225.2457122803, propagate_backward_time: 337.1533508301, weight_update_time: 0.5522450805, other_time: 8.3037414551
epoch time: 44.6318283081s, input_fired_time: 0.8404896259, output_fired_time: 0.0000000000, propagate_forward_time: 42.3620910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4292488098
validation[          , genome 14162] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       353.43372, best error:       330.44470 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 595.8499755859s, input_fired_time: 7.8911013603, output_fired_time: 5.4461174011, propagate_forward_time: 230.4997406006, propagate_backward_time: 343.6705017090, weight_update_time: 0.5603955984, other_time: 8.3424987793
epoch time: 53.7392692566s, input_fired_time: 0.9448893070, output_fired_time: 0.0000000000, propagate_forward_time: 51.2226562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717239380
validation[          , genome 14162] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       352.43884, best error:       330.44470 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 608.9202880859s, input_fired_time: 8.0323667526, output_fired_time: 5.5706524849, propagate_forward_time: 235.6031341553, propagate_backward_time: 351.1365661621, weight_update_time: 0.5752332211, other_time: 8.5775451660
epoch time: 48.7924232483s, input_fired_time: 0.9153490067, output_fired_time: 0.0000000000, propagate_forward_time: 46.3200111389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5570640564
validation[          , genome 14162] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       347.58652, best error:       330.44470 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 605.4363403320s, input_fired_time: 7.9568071365, output_fired_time: 5.5375413895, propagate_forward_time: 234.4527435303, propagate_backward_time: 349.0492248535, weight_update_time: 0.5656990409, other_time: 8.4400329590
epoch time: 51.0642242432s, input_fired_time: 0.9151403904, output_fired_time: 0.0000000000, propagate_forward_time: 48.6198120117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5292701721
validation[          , genome 14162] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       348.41806, best error:       330.44470 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 584.2042846680s, input_fired_time: 7.8366169930, output_fired_time: 5.3983840942, propagate_forward_time: 225.5764007568, propagate_backward_time: 337.0904846191, weight_update_time: 0.5548669100, other_time: 8.3023986816
epoch time: 45.6126747131s, input_fired_time: 0.8629023433, output_fired_time: 0.0000000000, propagate_forward_time: 43.2961349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4536361694
validation[          , genome 14162] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       346.98193, best error:       330.44470 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 608.8211059570s, input_fired_time: 8.0317220688, output_fired_time: 5.5621027946, propagate_forward_time: 235.6589660645, propagate_backward_time: 351.0328369141, weight_update_time: 0.5657598376, other_time: 8.5354919434
epoch time: 52.3144111633s, input_fired_time: 0.9401334524, output_fired_time: 0.0000000000, propagate_forward_time: 49.8080596924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5662193298
validation[          , genome 14162] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       337.50943, best error:       330.44470 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 575.8927001953s, input_fired_time: 7.8507161140, output_fired_time: 5.2822999954, propagate_forward_time: 222.1373748779, propagate_backward_time: 332.3468322754, weight_update_time: 0.5516046286, other_time: 8.2754821777
epoch time: 49.0284767151s, input_fired_time: 0.9309180975, output_fired_time: 0.0000000000, propagate_forward_time: 46.5062294006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5913276672
validation[          , genome 14162] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       357.73468, best error:       330.44470 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 605.8173828125s, input_fired_time: 8.0335254669, output_fired_time: 5.5416259766, propagate_forward_time: 234.4485778809, propagate_backward_time: 349.1927490234, weight_update_time: 0.5692061186, other_time: 8.6009216309
epoch time: 45.2047157288s, input_fired_time: 0.8562436104, output_fired_time: 0.0000000000, propagate_forward_time: 42.8675918579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4808807373
validation[          , genome 14162] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       367.84183, best error:       330.44470 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 590.7949829102s, input_fired_time: 7.9425373077, output_fired_time: 5.4510078430, propagate_forward_time: 228.1652374268, propagate_backward_time: 340.8504943848, weight_update_time: 0.5584597588, other_time: 8.3857116699
epoch time: 47.9299354553s, input_fired_time: 0.8868760467, output_fired_time: 0.0000000000, propagate_forward_time: 45.5394897461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5035705566
validation[          , genome 14162] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       342.86081, best error:       330.44470 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 589.2335205078s, input_fired_time: 7.8968639374, output_fired_time: 5.3967442513, propagate_forward_time: 227.4203643799, propagate_backward_time: 340.0594787598, weight_update_time: 0.5588928461, other_time: 8.4601135254
epoch time: 51.0702972412s, input_fired_time: 0.9267005324, output_fired_time: 0.0000000000, propagate_forward_time: 48.5960655212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5475311279
validation[          , genome 14162] predictions:    9902/  10000 (99.02%), best:    9898/10000 (98.98%), error:       344.47205, best error:       330.44470 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 613.6672363281s, input_fired_time: 8.0600347519, output_fired_time: 5.6077704430, propagate_forward_time: 237.4956512451, propagate_backward_time: 354.0172424316, weight_update_time: 0.5702043176, other_time: 8.4864807129
epoch time: 53.7254829407s, input_fired_time: 0.9594976902, output_fired_time: 0.0000000000, propagate_forward_time: 51.1645431519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014404297
validation[          , genome 14162] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       334.58188, best error:       330.44470 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 605.3969726562s, input_fired_time: 8.0486154556, output_fired_time: 5.5378599167, propagate_forward_time: 234.1624145508, propagate_backward_time: 349.0715026855, weight_update_time: 0.5699303150, other_time: 8.5765686035
epoch time: 49.4706153870s, input_fired_time: 0.9090626240, output_fired_time: 0.0000000000, propagate_forward_time: 47.0278930664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5336608887
validation[          , genome 14162] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       338.28391, best error:       330.44470 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 589.3870849609s, input_fired_time: 7.8855700493, output_fired_time: 5.4164524078, propagate_forward_time: 227.4160766602, propagate_backward_time: 340.4175415039, weight_update_time: 0.5492840409, other_time: 8.2514648438
epoch time: 47.8222808838s, input_fired_time: 0.9154698849, output_fired_time: 0.0000000000, propagate_forward_time: 45.3571128845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5496978760
validation[          , genome 14162] predictions:    9880/  10000 (98.80%), best:    9898/10000 (98.98%), error:       357.90338, best error:       330.44470 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 588.9275512695s, input_fired_time: 7.8774247169, output_fired_time: 5.4477128983, propagate_forward_time: 227.3957366943, propagate_backward_time: 339.8509216309, weight_update_time: 0.5544277430, other_time: 8.3557434082
epoch time: 44.5172157288s, input_fired_time: 0.8410688043, output_fired_time: 0.0000000000, propagate_forward_time: 42.2675628662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4085845947
validation[          , genome 14162] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       348.38275, best error:       330.44470 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 592.3595581055s, input_fired_time: 7.8682408333, output_fired_time: 5.4539628029, propagate_forward_time: 229.2664794922, propagate_backward_time: 341.5484313965, weight_update_time: 0.5513544083, other_time: 8.2224426270
epoch time: 44.1345252991s, input_fired_time: 0.8369390368, output_fired_time: 0.0000000000, propagate_forward_time: 41.8918304443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4057540894
validation[          , genome 14162] predictions:    9884/  10000 (98.84%), best:    9898/10000 (98.98%), error:       384.94617, best error:       330.44470 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 594.1704711914s, input_fired_time: 8.0136680603, output_fired_time: 5.4640936852, propagate_forward_time: 229.1512756348, propagate_backward_time: 342.9050292969, weight_update_time: 0.5720719099, other_time: 8.6363830566
epoch time: 45.2996673584s, input_fired_time: 0.8707859516, output_fired_time: 0.0000000000, propagate_forward_time: 42.9602508545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686317444
validation[          , genome 14162] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       352.27762, best error:       330.44470 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 591.6141967773s, input_fired_time: 7.8486733437, output_fired_time: 5.4296822548, propagate_forward_time: 228.3153381348, propagate_backward_time: 341.7699584961, weight_update_time: 0.5535662174, other_time: 8.2505187988
epoch time: 44.4563064575s, input_fired_time: 0.8386443257, output_fired_time: 0.0000000000, propagate_forward_time: 42.2135009766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4041595459
validation[          , genome 14162] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       332.04349, best error:       330.44470 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 583.3571777344s, input_fired_time: 7.8302884102, output_fired_time: 5.3810868263, propagate_forward_time: 224.8862762451, propagate_backward_time: 336.9291992188, weight_update_time: 0.5584153533, other_time: 8.3303222656
epoch time: 45.8771743774s, input_fired_time: 0.8598529100, output_fired_time: 0.0000000000, propagate_forward_time: 43.5830230713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4342994690
validation[          , genome 14162] predictions:    9887/  10000 (98.87%), best:    9898/10000 (98.98%), error:       352.29443, best error:       330.44470 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 610.4638061523s, input_fired_time: 8.0572624207, output_fired_time: 5.5929393768, propagate_forward_time: 236.5414886475, propagate_backward_time: 351.7243652344, weight_update_time: 0.5714744329, other_time: 8.5477294922
epoch time: 44.6492195129s, input_fired_time: 0.8412876129, output_fired_time: 0.0000000000, propagate_forward_time: 42.3672599792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4406700134
validation[          , genome 14162] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       349.14606, best error:       330.44470 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 589.6658325195s, input_fired_time: 7.8418354988, output_fired_time: 5.4110870361, propagate_forward_time: 227.0792388916, propagate_backward_time: 341.1226806641, weight_update_time: 0.5537629724, other_time: 8.2109985352
epoch time: 45.6017799377s, input_fired_time: 0.8748872876, output_fired_time: 0.0000000000, propagate_forward_time: 43.2410354614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4858589172
validation[          , genome 14162] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       352.23022, best error:       330.44470 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 593.5987548828s, input_fired_time: 7.8876948357, output_fired_time: 5.4788165092, propagate_forward_time: 229.2986297607, propagate_backward_time: 342.6243896484, weight_update_time: 0.5531627536, other_time: 8.3092041016
epoch time: 45.4565429688s, input_fired_time: 0.8560064435, output_fired_time: 0.0000000000, propagate_forward_time: 43.1318435669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686927795
validation[          , genome 14162] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       352.41220, best error:       330.44470 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 565.7680664062s, input_fired_time: 7.7170267105, output_fired_time: 5.1876125336, propagate_forward_time: 218.7131500244, propagate_backward_time: 325.9600219727, weight_update_time: 0.5479215384, other_time: 8.1902465820
epoch time: 46.9102478027s, input_fired_time: 0.9107089639, output_fired_time: 0.0000000000, propagate_forward_time: 44.4445991516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5549392700
validation[          , genome 14162] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       340.25699, best error:       330.44470 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 635.1162719727s, input_fired_time: 8.2088966370, output_fired_time: 5.7685766220, propagate_forward_time: 246.7163543701, propagate_backward_time: 365.6066589355, weight_update_time: 0.5883017182, other_time: 8.8157653809
epoch time: 44.5985412598s, input_fired_time: 0.8389594555, output_fired_time: 0.0000000000, propagate_forward_time: 42.3077087402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4518737793
validation[          , genome 14162] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       343.98816, best error:       330.44470 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 626.4887084961s, input_fired_time: 8.1041116714, output_fired_time: 5.7097764015, propagate_forward_time: 242.7071838379, propagate_backward_time: 361.4516906738, weight_update_time: 0.5777496696, other_time: 8.5159301758
epoch time: 52.3431663513s, input_fired_time: 0.9438256025, output_fired_time: 0.0000000000, propagate_forward_time: 49.8109245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5884170532
validation[          , genome 14162] predictions:    9892/  10000 (98.92%), best:    9898/10000 (98.98%), error:       347.20575, best error:       330.44470 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 587.0148315430s, input_fired_time: 7.8778057098, output_fired_time: 5.4213528633, propagate_forward_time: 227.0081329346, propagate_backward_time: 338.3376464844, weight_update_time: 0.5578385592, other_time: 8.3699340820
epoch time: 48.4568786621s, input_fired_time: 0.9005165696, output_fired_time: 0.0000000000, propagate_forward_time: 46.0716857910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4846763611
validation[          , genome 14162] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       347.34299, best error:       330.44470 on epoch:    65, 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: 232.2250823975s, input_fired_time: 4.3309187889, output_fired_time: 0.0000000000, propagate_forward_time: 220.5779418945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3162231445
best training[          , genome 14162] predictions:   49991/  50000 (99.98%), best:    9898/10000 (98.98%), error:       200.46182, best error:       330.44470 on epoch:    65, 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: 52.2879676819s, input_fired_time: 0.9185017347, output_fired_time: 0.0000000000, propagate_forward_time: 49.7971801758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5722846985
   testing[          , genome 14162] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       323.79520, best error:       330.44470 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:25:11 (36932): called boinc_finish(0)

</stderr_txt>
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