Nameexact_genome_1512568488_44_7048_1
Workunit2606576
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:43:33 UTC
Report deadline19 Dec 2017, 9:06:52 UTC
Received8 Dec 2017, 10:07:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 9 min 43 sec
CPU time3 hours 9 min 37 sec
Validate stateValid
Credit2,847.80
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.36 MB
Peak swap size153.95 MB
Peak disk usage1.28 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
566710

epoch time: 105.4477844238s, input_fired_time: 1.3946816921, output_fired_time: 0.8595961928, propagate_forward_time: 40.1384468079, propagate_backward_time: 60.7507247925, weight_update_time: 0.0948900878, other_time: 2.3043327332
epoch time: 9.0528249741s, input_fired_time: 0.1499167532, output_fired_time: 0.0000000000, propagate_forward_time: 8.4802999496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226083755
validation[          , genome  7048] predictions:    9683/  10000 (96.83%), best:    9735/10000 (97.35%), error:      1019.99786, best error:       905.06952 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.5329513550s, input_fired_time: 1.3868988752, output_fired_time: 0.8566838503, propagate_forward_time: 39.7332534790, propagate_backward_time: 60.2360763550, weight_update_time: 0.0942499042, other_time: 2.3200378418
epoch time: 9.0620164871s, input_fired_time: 0.1526381075, output_fired_time: 0.0000000000, propagate_forward_time: 8.4940385818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153394699
validation[          , genome  7048] predictions:    9729/  10000 (97.29%), best:    9735/10000 (97.35%), error:       939.25476, best error:       905.06952 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.4686126709s, input_fired_time: 1.3780835867, output_fired_time: 0.8411686420, propagate_forward_time: 38.9368743896, propagate_backward_time: 59.0616264343, weight_update_time: 0.0976773128, other_time: 2.2508583069
epoch time: 8.2286481857s, input_fired_time: 0.1414338499, output_fired_time: 0.0000000000, propagate_forward_time: 7.7106332779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765811920
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       835.78918, best error:       835.78918 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.2184295654s, input_fired_time: 1.3931231499, output_fired_time: 0.8762199879, propagate_forward_time: 40.8761215210, propagate_backward_time: 61.8006477356, weight_update_time: 0.0983986109, other_time: 2.2723197937
epoch time: 8.7054300308s, input_fired_time: 0.1524005383, output_fired_time: 0.0000000000, propagate_forward_time: 8.1502447128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027843475
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       934.90295, best error:       835.78918 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 101.7657546997s, input_fired_time: 1.3539330959, output_fired_time: 0.8339003325, propagate_forward_time: 38.6974220276, propagate_backward_time: 58.7185478210, weight_update_time: 0.0904020295, other_time: 2.1619491577
epoch time: 8.2352123260s, input_fired_time: 0.1394142658, output_fired_time: 0.0000000000, propagate_forward_time: 7.7185029984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772954941
validation[          , genome  7048] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1059.21875, best error:       835.78918 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 102.7890396118s, input_fired_time: 1.3636860847, output_fired_time: 0.8417095542, propagate_forward_time: 39.1636276245, propagate_backward_time: 59.2639846802, weight_update_time: 0.0906157643, other_time: 2.1560287476
epoch time: 8.3294792175s, input_fired_time: 0.1403264254, output_fired_time: 0.0000000000, propagate_forward_time: 7.8012256622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879270554
validation[          , genome  7048] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       911.83911, best error:       835.78918 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.1175231934s, input_fired_time: 1.3894008398, output_fired_time: 0.8623358607, propagate_forward_time: 40.4831161499, propagate_backward_time: 61.1456298828, weight_update_time: 0.0939394981, other_time: 2.2370376587
epoch time: 8.2301883698s, input_fired_time: 0.1411182135, output_fired_time: 0.0000000000, propagate_forward_time: 7.7158589363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732113838
validation[          , genome  7048] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       980.56250, best error:       835.78918 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.8514099121s, input_fired_time: 1.3582504988, output_fired_time: 0.8382129669, propagate_forward_time: 38.7426986694, propagate_backward_time: 58.7626533508, weight_update_time: 0.0897446349, other_time: 2.1495933533
epoch time: 8.2430448532s, input_fired_time: 0.1431382746, output_fired_time: 0.0000000000, propagate_forward_time: 7.7226462364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772606850
validation[          , genome  7048] predictions:    9670/  10000 (96.70%), best:    9750/10000 (97.50%), error:      1029.59363, best error:       835.78918 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.7685089111s, input_fired_time: 1.3581339121, output_fired_time: 0.8372710347, propagate_forward_time: 38.6989707947, propagate_backward_time: 58.7486801147, weight_update_time: 0.0895956904, other_time: 2.1254539490
epoch time: 8.2273378372s, input_fired_time: 0.1412075609, output_fired_time: 0.0000000000, propagate_forward_time: 7.7139229774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722071648
validation[          , genome  7048] predictions:    9760/  10000 (97.60%), best:    9750/10000 (97.50%), error:       871.34985, best error:       835.78918 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.9789276123s, input_fired_time: 1.3999685049, output_fired_time: 0.8577684164, propagate_forward_time: 39.9802207947, propagate_backward_time: 60.5116615295, weight_update_time: 0.0947490185, other_time: 2.2293090820
epoch time: 8.2273883820s, input_fired_time: 0.1404348314, output_fired_time: 0.0000000000, propagate_forward_time: 7.7152886391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716645241
validation[          , genome  7048] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       859.00244, best error:       835.78918 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 101.6489944458s, input_fired_time: 1.3552821875, output_fired_time: 0.8293019533, propagate_forward_time: 38.6770057678, propagate_backward_time: 58.6862411499, weight_update_time: 0.0896259248, other_time: 2.1011619568
epoch time: 9.2409238815s, input_fired_time: 0.1638780981, output_fired_time: 0.0000000000, propagate_forward_time: 8.6513261795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257192612
validation[          , genome  7048] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       852.30518, best error:       835.78918 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.0671844482s, input_fired_time: 1.3788249493, output_fired_time: 0.8433589339, propagate_forward_time: 39.2333831787, propagate_backward_time: 59.4372291565, weight_update_time: 0.0911349952, other_time: 2.1743888855
epoch time: 8.2736740112s, input_fired_time: 0.1442593038, output_fired_time: 0.0000000000, propagate_forward_time: 7.7356290817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937854767
validation[          , genome  7048] predictions:    9635/  10000 (96.35%), best:    9750/10000 (97.50%), error:      1278.52710, best error:       835.78918 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 104.8124389648s, input_fired_time: 1.3969252110, output_fired_time: 0.8551579714, propagate_forward_time: 39.9296913147, propagate_backward_time: 60.3711242676, weight_update_time: 0.0928358883, other_time: 2.2595405579
epoch time: 8.2671203613s, input_fired_time: 0.1434848458, output_fired_time: 0.0000000000, propagate_forward_time: 7.7418174744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818178177
validation[          , genome  7048] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       894.40857, best error:       835.78918 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 101.7590255737s, input_fired_time: 1.3703210354, output_fired_time: 0.8330346942, propagate_forward_time: 38.6758155823, propagate_backward_time: 58.7114982605, weight_update_time: 0.0898428559, other_time: 2.1683502197
epoch time: 8.2396984100s, input_fired_time: 0.1425644755, output_fired_time: 0.0000000000, propagate_forward_time: 7.7178487778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792848587
validation[          , genome  7048] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       860.39038, best error:       835.78918 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 102.6305923462s, input_fired_time: 1.3716522455, output_fired_time: 0.8381243348, propagate_forward_time: 39.0714645386, propagate_backward_time: 59.1934890747, weight_update_time: 0.0903421715, other_time: 2.1558609009
epoch time: 8.2651014328s, input_fired_time: 0.1453668177, output_fired_time: 0.0000000000, propagate_forward_time: 7.7359127998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838219643
validation[          , genome  7048] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       882.88318, best error:       835.78918 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.1581726074s, input_fired_time: 1.4066131115, output_fired_time: 0.8627627492, propagate_forward_time: 40.5438385010, propagate_backward_time: 61.1119766235, weight_update_time: 0.0957038179, other_time: 2.2329788208
epoch time: 8.2312545776s, input_fired_time: 0.1454594433, output_fired_time: 0.0000000000, propagate_forward_time: 7.7109351158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748602867
validation[          , genome  7048] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       926.25525, best error:       835.78918 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 102.1890640259s, input_fired_time: 1.3705047369, output_fired_time: 0.8388060331, propagate_forward_time: 38.8960266113, propagate_backward_time: 58.9503669739, weight_update_time: 0.0898762047, other_time: 2.1333580017
epoch time: 8.3993520737s, input_fired_time: 0.1455204785, output_fired_time: 0.0000000000, propagate_forward_time: 7.8706336021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831982613
validation[          , genome  7048] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       918.10223, best error:       835.78918 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 103.0140304565s, input_fired_time: 1.3824433088, output_fired_time: 0.8452632427, propagate_forward_time: 39.1601638794, propagate_backward_time: 59.4357833862, weight_update_time: 0.0908999220, other_time: 2.1903762817
epoch time: 8.3261032104s, input_fired_time: 0.1460269094, output_fired_time: 0.0000000000, propagate_forward_time: 7.7846279144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954486847
validation[          , genome  7048] predictions:    9657/  10000 (96.57%), best:    9750/10000 (97.50%), error:      1157.72388, best error:       835.78918 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.9527130127s, input_fired_time: 1.3841271400, output_fired_time: 0.8417130709, propagate_forward_time: 39.1544151306, propagate_backward_time: 59.3736267090, weight_update_time: 0.0904547498, other_time: 2.1988334656
epoch time: 8.2432966232s, input_fired_time: 0.1461704224, output_fired_time: 0.0000000000, propagate_forward_time: 7.7193551064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777709007
validation[          , genome  7048] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:       987.35364, best error:       835.78918 on epoch:    16, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.1070938110s, input_fired_time: 1.3724364042, output_fired_time: 0.8457912207, propagate_forward_time: 38.8220176697, propagate_backward_time: 58.9294013977, weight_update_time: 0.0897639245, other_time: 2.1374435425
epoch time: 8.3014354706s, input_fired_time: 0.1430019587, output_fired_time: 0.0000000000, propagate_forward_time: 7.7808551788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775787354
validation[          , genome  7048] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:       984.75159, best error:       835.78918 on epoch:    16, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 101.7123947144s, input_fired_time: 1.3679202795, output_fired_time: 0.8374249935, propagate_forward_time: 38.6783599854, propagate_backward_time: 58.7121543884, weight_update_time: 0.0896943584, other_time: 2.1165351868
epoch time: 8.5173511505s, input_fired_time: 0.1469133645, output_fired_time: 0.0000000000, propagate_forward_time: 7.9856905937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847470284
validation[          , genome  7048] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       956.76825, best error:       835.78918 on epoch:    16, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 101.5329818726s, input_fired_time: 1.3681076765, output_fired_time: 0.8311870694, propagate_forward_time: 38.6461677551, propagate_backward_time: 58.5699920654, weight_update_time: 0.0899022296, other_time: 2.1175270081
epoch time: 8.2383594513s, input_fired_time: 0.1448362023, output_fired_time: 0.0000000000, propagate_forward_time: 7.7158641815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776588440
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       845.65607, best error:       835.78918 on epoch:    16, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.5168075562s, input_fired_time: 1.3708262444, output_fired_time: 0.8373738527, propagate_forward_time: 38.6112861633, propagate_backward_time: 58.5756072998, weight_update_time: 0.0899851024, other_time: 2.1217155457
epoch time: 8.2379169464s, input_fired_time: 0.1423162818, output_fired_time: 0.0000000000, propagate_forward_time: 7.7167983055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788027763
validation[          , genome  7048] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       894.41895, best error:       835.78918 on epoch:    16, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.9992065430s, input_fired_time: 1.3755594492, output_fired_time: 0.8341894150, propagate_forward_time: 38.7970657349, propagate_backward_time: 58.8492584229, weight_update_time: 0.0900159106, other_time: 2.1431350708
epoch time: 8.2424697876s, input_fired_time: 0.1435249597, output_fired_time: 0.0000000000, propagate_forward_time: 7.7170376778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819069862
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9750/10000 (97.50%), error:       843.12677, best error:       835.78918 on epoch:    16, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 102.2518310547s, input_fired_time: 1.3751722574, output_fired_time: 0.8361969590, propagate_forward_time: 38.9125137329, propagate_backward_time: 58.9591598511, weight_update_time: 0.0901001319, other_time: 2.1687850952
epoch time: 8.2418661118s, input_fired_time: 0.1468924582, output_fired_time: 0.0000000000, propagate_forward_time: 7.7188291550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761444092
validation[          , genome  7048] predictions:    9742/  10000 (97.42%), best:    9750/10000 (97.50%), error:       881.35297, best error:       835.78918 on epoch:    16, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 101.7590789795s, input_fired_time: 1.3739136457, output_fired_time: 0.8318047523, propagate_forward_time: 38.6968727112, propagate_backward_time: 58.7372856140, weight_update_time: 0.0897722915, other_time: 2.1192016602
epoch time: 8.2285346985s, input_fired_time: 0.1436838806, output_fired_time: 0.0000000000, propagate_forward_time: 7.7124652863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723859787
validation[          , genome  7048] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       853.38281, best error:       835.78918 on epoch:    16, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 104.3251342773s, input_fired_time: 1.3962078094, output_fired_time: 0.8505524993, propagate_forward_time: 39.7456779480, propagate_backward_time: 60.1692161560, weight_update_time: 0.0923529491, other_time: 2.1634750366
epoch time: 8.4818077087s, input_fired_time: 0.1472218782, output_fired_time: 0.0000000000, propagate_forward_time: 7.9521050453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824810982
validation[          , genome  7048] predictions:    9717/  10000 (97.17%), best:    9750/10000 (97.50%), error:       939.59961, best error:       835.78918 on epoch:    16, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.9363327026s, input_fired_time: 1.4060156345, output_fired_time: 0.8511749506, propagate_forward_time: 39.4971008301, propagate_backward_time: 59.9856910706, weight_update_time: 0.0934095979, other_time: 2.1963539124
epoch time: 8.2862920761s, input_fired_time: 0.1496528983, output_fired_time: 0.0000000000, propagate_forward_time: 7.7567124367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799271584
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9750/10000 (97.50%), error:       837.56342, best error:       835.78918 on epoch:    16, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.7370300293s, input_fired_time: 1.3989681005, output_fired_time: 0.8521500826, propagate_forward_time: 39.4153938293, propagate_backward_time: 59.9000244141, weight_update_time: 0.0914324597, other_time: 2.1704902649
epoch time: 8.2502994537s, input_fired_time: 0.1462127417, output_fired_time: 0.0000000000, propagate_forward_time: 7.7183976173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856892586
validation[          , genome  7048] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       947.60779, best error:       835.78918 on epoch:    16, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 101.7871170044s, input_fired_time: 1.3811334372, output_fired_time: 0.8389722109, propagate_forward_time: 38.5958557129, propagate_backward_time: 58.8059501648, weight_update_time: 0.0897704363, other_time: 2.1652030945
epoch time: 8.2510528564s, input_fired_time: 0.1444289982, output_fired_time: 0.0000000000, propagate_forward_time: 7.7266969681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799266815
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9750/10000 (97.50%), error:       847.12225, best error:       835.78918 on epoch:    16, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 102.6617889404s, input_fired_time: 1.3837300539, output_fired_time: 0.8437354565, propagate_forward_time: 39.0672836304, propagate_backward_time: 59.1656341553, weight_update_time: 0.0906839147, other_time: 2.2014083862
epoch time: 8.2566814423s, input_fired_time: 0.1471489519, output_fired_time: 0.0000000000, propagate_forward_time: 7.7290554047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804769516
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       887.17139, best error:       835.78918 on epoch:    16, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 101.6244964600s, input_fired_time: 1.3785538673, output_fired_time: 0.8335725069, propagate_forward_time: 38.6261825562, propagate_backward_time: 58.6470108032, weight_update_time: 0.0897420272, other_time: 2.1391754150
epoch time: 8.2621841431s, input_fired_time: 0.1474607438, output_fired_time: 0.0000000000, propagate_forward_time: 7.7356081009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791151047
validation[          , genome  7048] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       785.61499, best error:       785.61499 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.7072143555s, input_fired_time: 1.3965164423, output_fired_time: 0.8472976089, propagate_forward_time: 39.5140953064, propagate_backward_time: 59.7707786560, weight_update_time: 0.0915870368, other_time: 2.1785278320
epoch time: 8.2415742874s, input_fired_time: 0.1457369477, output_fired_time: 0.0000000000, propagate_forward_time: 7.7220854759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737521172
validation[          , genome  7048] predictions:    9742/  10000 (97.42%), best:    9778/10000 (97.78%), error:       902.77887, best error:       785.61499 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 102.8888473511s, input_fired_time: 1.3978891373, output_fired_time: 0.8421058059, propagate_forward_time: 39.1110725403, propagate_backward_time: 59.3644561768, weight_update_time: 0.0920066312, other_time: 2.1733283997
epoch time: 8.2412528992s, input_fired_time: 0.1467557400, output_fired_time: 0.0000000000, propagate_forward_time: 7.7193007469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751959801
validation[          , genome  7048] predictions:    9731/  10000 (97.31%), best:    9778/10000 (97.78%), error:       950.72565, best error:       785.61499 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 102.9974975586s, input_fired_time: 1.3919581175, output_fired_time: 0.8402148485, propagate_forward_time: 39.2229309082, propagate_backward_time: 59.4036674500, weight_update_time: 0.0910729542, other_time: 2.1387214661
epoch time: 8.3833055496s, input_fired_time: 0.1545668244, output_fired_time: 0.0000000000, propagate_forward_time: 7.8356285095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931102753
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       864.57666, best error:       785.61499 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.5583724976s, input_fired_time: 1.4002282619, output_fired_time: 0.8462598920, propagate_forward_time: 39.4196586609, propagate_backward_time: 59.7041931152, weight_update_time: 0.0913705081, other_time: 2.1880302429
epoch time: 8.3497123718s, input_fired_time: 0.1469477862, output_fired_time: 0.0000000000, propagate_forward_time: 7.8232579231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795065880
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9778/10000 (97.78%), error:       807.06720, best error:       785.61499 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 103.9844894409s, input_fired_time: 1.4047485590, output_fired_time: 0.8466817141, propagate_forward_time: 39.5910911560, propagate_backward_time: 59.9623565674, weight_update_time: 0.0919185951, other_time: 2.1796150208
epoch time: 8.2434635162s, input_fired_time: 0.1453998536, output_fired_time: 0.0000000000, propagate_forward_time: 7.7251124382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729510307
validation[          , genome  7048] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       921.26935, best error:       785.61499 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.4720077515s, input_fired_time: 1.3843739033, output_fired_time: 0.8301802278, propagate_forward_time: 38.5934181213, propagate_backward_time: 58.5472526550, weight_update_time: 0.0897088572, other_time: 2.1167831421
epoch time: 8.2417774200s, input_fired_time: 0.1493796855, output_fired_time: 0.0000000000, propagate_forward_time: 7.7166500092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757476807
validation[          , genome  7048] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       947.22968, best error:       785.61499 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 101.4263763428s, input_fired_time: 1.3870067596, output_fired_time: 0.8305979371, propagate_forward_time: 38.5805206299, propagate_backward_time: 58.5106124878, weight_update_time: 0.0895957574, other_time: 2.1176376343
epoch time: 8.2458496094s, input_fired_time: 0.1474693567, output_fired_time: 0.0000000000, propagate_forward_time: 7.7225880623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757920265
validation[          , genome  7048] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       919.12738, best error:       785.61499 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 101.8298873901s, input_fired_time: 1.3902834654, output_fired_time: 0.8348403573, propagate_forward_time: 38.6810264587, propagate_backward_time: 58.7778396606, weight_update_time: 0.0903417170, other_time: 2.1459007263
epoch time: 8.2708005905s, input_fired_time: 0.1487211883, output_fired_time: 0.0000000000, propagate_forward_time: 7.7446575165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774223328
validation[          , genome  7048] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       791.84833, best error:       785.61499 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 102.5763931274s, input_fired_time: 1.4023579359, output_fired_time: 0.8408489823, propagate_forward_time: 39.0078392029, propagate_backward_time: 59.1612739563, weight_update_time: 0.0908396915, other_time: 2.1640701294
epoch time: 8.2623138428s, input_fired_time: 0.1498062611, output_fired_time: 0.0000000000, propagate_forward_time: 7.7258253098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866825104
validation[          , genome  7048] predictions:    9768/  10000 (97.68%), best:    9778/10000 (97.78%), error:       821.98450, best error:       785.61499 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.5625076294s, input_fired_time: 1.4082307816, output_fired_time: 0.8491989374, propagate_forward_time: 39.3921203613, propagate_backward_time: 59.7207450867, weight_update_time: 0.0915140063, other_time: 2.1922111511
epoch time: 8.2586956024s, input_fired_time: 0.1516277939, output_fired_time: 0.0000000000, propagate_forward_time: 7.7256293297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814387321
validation[          , genome  7048] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       797.33685, best error:       785.61499 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 102.7578125000s, input_fired_time: 1.4101947546, output_fired_time: 0.8427075744, propagate_forward_time: 39.1060180664, propagate_backward_time: 59.2041625977, weight_update_time: 0.0906283781, other_time: 2.1947326660
epoch time: 8.2509880066s, input_fired_time: 0.1494609267, output_fired_time: 0.0000000000, propagate_forward_time: 7.7255892754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759379387
validation[          , genome  7048] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       821.02942, best error:       785.61499 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 101.9192581177s, input_fired_time: 1.3961925507, output_fired_time: 0.8359673023, propagate_forward_time: 38.7859191895, propagate_backward_time: 58.7586135864, weight_update_time: 0.0899501145, other_time: 2.1425628662
epoch time: 8.2497291565s, input_fired_time: 0.1502199620, output_fired_time: 0.0000000000, propagate_forward_time: 7.7216186523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778905869
validation[          , genome  7048] predictions:    9707/  10000 (97.07%), best:    9778/10000 (97.78%), error:       951.33008, best error:       785.61499 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.1452407837s, input_fired_time: 1.3941090107, output_fired_time: 0.8362190127, propagate_forward_time: 38.8917732239, propagate_backward_time: 58.8925514221, weight_update_time: 0.0902339742, other_time: 2.1305847168
epoch time: 8.3339309692s, input_fired_time: 0.1516072452, output_fired_time: 0.0000000000, propagate_forward_time: 7.7997188568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826045990
validation[          , genome  7048] predictions:    9731/  10000 (97.31%), best:    9778/10000 (97.78%), error:       961.69110, best error:       785.61499 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 101.6568603516s, input_fired_time: 1.3879388571, output_fired_time: 0.8300413489, propagate_forward_time: 38.6476821899, propagate_backward_time: 58.6717338562, weight_update_time: 0.0898450240, other_time: 2.1194648743
epoch time: 8.2306289673s, input_fired_time: 0.1443998963, output_fired_time: 0.0000000000, propagate_forward_time: 7.7138104439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724188805
validation[          , genome  7048] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       781.46179, best error:       781.46179 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.7842178345s, input_fired_time: 1.3974111080, output_fired_time: 0.8435598612, propagate_forward_time: 39.0847091675, propagate_backward_time: 59.3218574524, weight_update_time: 0.0908408463, other_time: 2.1366844177
epoch time: 8.3646602631s, input_fired_time: 0.1496618688, output_fired_time: 0.0000000000, propagate_forward_time: 7.8255662918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894319534
validation[          , genome  7048] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       867.27307, best error:       781.46179 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.7604293823s, input_fired_time: 1.3996832371, output_fired_time: 0.8412083387, propagate_forward_time: 39.1205139160, propagate_backward_time: 59.2501945496, weight_update_time: 0.0907240510, other_time: 2.1488304138
epoch time: 8.3294248581s, input_fired_time: 0.1537418514, output_fired_time: 0.0000000000, propagate_forward_time: 7.7885327339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871502876
validation[          , genome  7048] predictions:    9767/  10000 (97.67%), best:    9778/10000 (97.78%), error:       831.21918, best error:       781.46179 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.4985885620s, input_fired_time: 1.4069732428, output_fired_time: 0.8376606703, propagate_forward_time: 38.9825019836, propagate_backward_time: 59.0900001526, weight_update_time: 0.0910008401, other_time: 2.1814498901
epoch time: 8.2412681580s, input_fired_time: 0.1470981538, output_fired_time: 0.0000000000, propagate_forward_time: 7.7202486992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739209175
validation[          , genome  7048] predictions:    9726/  10000 (97.26%), best:    9778/10000 (97.78%), error:       868.93744, best error:       781.46179 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.4894714355s, input_fired_time: 1.3922114372, output_fired_time: 0.8290808201, propagate_forward_time: 38.6142158508, propagate_backward_time: 58.5429687500, weight_update_time: 0.0896205753, other_time: 2.1109962463
epoch time: 8.2439498901s, input_fired_time: 0.1481328011, output_fired_time: 0.0000000000, propagate_forward_time: 7.7205023766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753151894
validation[          , genome  7048] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       857.26813, best error:       781.46179 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 103.0334548950s, input_fired_time: 1.4056085348, output_fired_time: 0.8416361213, propagate_forward_time: 39.2443695068, propagate_backward_time: 59.3789215088, weight_update_time: 0.0910261944, other_time: 2.1629180908
epoch time: 8.2601985931s, input_fired_time: 0.1530075520, output_fired_time: 0.0000000000, propagate_forward_time: 7.7279453278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792457581
validation[          , genome  7048] predictions:    9783/  10000 (97.83%), best:    9778/10000 (97.78%), error:       800.15521, best error:       781.46179 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.7182006836s, input_fired_time: 1.3980706930, output_fired_time: 0.8326886296, propagate_forward_time: 38.6530075073, propagate_backward_time: 58.6945381165, weight_update_time: 0.0901666507, other_time: 2.1398963928
epoch time: 8.2470417023s, input_fired_time: 0.1490379572, output_fired_time: 0.0000000000, propagate_forward_time: 7.7237524986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742508888
validation[          , genome  7048] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       825.41034, best error:       781.46179 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.1115646362s, input_fired_time: 1.4059859514, output_fired_time: 0.8364171982, propagate_forward_time: 38.8271827698, propagate_backward_time: 58.8889350891, weight_update_time: 0.0904901773, other_time: 2.1530456543
epoch time: 8.3288621902s, input_fired_time: 0.1514280736, output_fired_time: 0.0000000000, propagate_forward_time: 7.7908043861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866295815
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       809.05267, best error:       781.46179 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.9676361084s, input_fired_time: 1.4198683500, output_fired_time: 0.8489325047, propagate_forward_time: 39.5931358337, propagate_backward_time: 59.9137840271, weight_update_time: 0.0916097835, other_time: 2.1919174194
epoch time: 8.9809827805s, input_fired_time: 0.1600315124, output_fired_time: 0.0000000000, propagate_forward_time: 8.4128808975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080705643
validation[          , genome  7048] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       806.07574, best error:       781.46179 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.3384017944s, input_fired_time: 1.4392573833, output_fired_time: 0.8648815155, propagate_forward_time: 40.5522460938, propagate_backward_time: 61.2293968201, weight_update_time: 0.0931562036, other_time: 2.2526206970
epoch time: 8.2982635498s, input_fired_time: 0.1566144973, output_fired_time: 0.0000000000, propagate_forward_time: 7.7583990097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832502365
validation[          , genome  7048] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       745.85052, best error:       745.85052 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 101.4922180176s, input_fired_time: 1.3977236748, output_fired_time: 0.8287999630, propagate_forward_time: 38.6008186340, propagate_backward_time: 58.5588417053, weight_update_time: 0.0894361287, other_time: 2.1060409546
epoch time: 8.2442874908s, input_fired_time: 0.1508368999, output_fired_time: 0.0000000000, propagate_forward_time: 7.7195930481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738574982
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       872.75739, best error:       745.85052 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 101.4563980103s, input_fired_time: 1.3954861164, output_fired_time: 0.8281872272, propagate_forward_time: 38.6054725647, propagate_backward_time: 58.5252380371, weight_update_time: 0.0896652341, other_time: 2.1020164490
epoch time: 8.2315540314s, input_fired_time: 0.1467337608, output_fired_time: 0.0000000000, propagate_forward_time: 7.7135457993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712739944
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9789/10000 (97.89%), error:       938.51617, best error:       745.85052 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 101.3742370605s, input_fired_time: 1.3945752382, output_fired_time: 0.8270370960, propagate_forward_time: 38.5711784363, propagate_backward_time: 58.4912948608, weight_update_time: 0.0893746689, other_time: 2.0901527405
epoch time: 8.2470893860s, input_fired_time: 0.1521898359, output_fired_time: 0.0000000000, propagate_forward_time: 7.7183871269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765120506
validation[          , genome  7048] predictions:    9781/  10000 (97.81%), best:    9789/10000 (97.89%), error:       770.60522, best error:       745.85052 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.8634567261s, input_fired_time: 1.4021450281, output_fired_time: 0.8306348324, propagate_forward_time: 38.7664108276, propagate_backward_time: 58.7549552917, weight_update_time: 0.0898852870, other_time: 2.1093101501
epoch time: 8.2648344040s, input_fired_time: 0.1517848223, output_fired_time: 0.0000000000, propagate_forward_time: 7.7288923264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841571808
validation[          , genome  7048] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       822.03979, best error:       745.85052 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.4933929443s, input_fired_time: 1.4152131081, output_fired_time: 0.8413174152, propagate_forward_time: 39.0163497925, propagate_backward_time: 59.0595512390, weight_update_time: 0.0905809104, other_time: 2.1609611511
epoch time: 8.2510280609s, input_fired_time: 0.1516147703, output_fired_time: 0.0000000000, propagate_forward_time: 7.7225656509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768472672
validation[          , genome  7048] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       739.38416, best error:       739.38416 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 102.4172668457s, input_fired_time: 1.4197211266, output_fired_time: 0.8381108642, propagate_forward_time: 38.9467582703, propagate_backward_time: 59.0387954712, weight_update_time: 0.0903055146, other_time: 2.1738777161
epoch time: 8.3275098801s, input_fired_time: 0.1563885659, output_fired_time: 0.0000000000, propagate_forward_time: 7.7884688377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826527596
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9779/10000 (97.79%), error:       802.16101, best error:       739.38416 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 101.5385208130s, input_fired_time: 1.4048200846, output_fired_time: 0.8297279477, propagate_forward_time: 38.6263885498, propagate_backward_time: 58.5626335144, weight_update_time: 0.0898146033, other_time: 2.1149482727
epoch time: 8.2412300110s, input_fired_time: 0.1523204893, output_fired_time: 0.0000000000, propagate_forward_time: 7.7169733047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719358444
validation[          , genome  7048] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       731.25330, best error:       731.25330 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.6735229492s, input_fired_time: 1.4200683832, output_fired_time: 0.8475658298, propagate_forward_time: 39.5221443176, propagate_backward_time: 59.7426109314, weight_update_time: 0.0913248509, other_time: 2.1411361694
epoch time: 8.7366704941s, input_fired_time: 0.1573835164, output_fired_time: 0.0000000000, propagate_forward_time: 8.1914911270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877954483
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       754.15741, best error:       731.25330 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.6952667236s, input_fired_time: 1.4460364580, output_fired_time: 0.8714903593, propagate_forward_time: 40.6951446533, propagate_backward_time: 61.4797248840, weight_update_time: 0.0934804305, other_time: 2.2028694153
epoch time: 8.5753622055s, input_fired_time: 0.1557844579, output_fired_time: 0.0000000000, propagate_forward_time: 8.0318231583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877544403
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9795/10000 (97.95%), error:       805.80383, best error:       731.25330 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.0336456299s, input_fired_time: 1.4198619127, output_fired_time: 0.8450162411, propagate_forward_time: 39.1792640686, propagate_backward_time: 59.4262161255, weight_update_time: 0.0909751356, other_time: 2.1632881165
epoch time: 9.0179491043s, input_fired_time: 0.1729082465, output_fired_time: 0.0000000000, propagate_forward_time: 8.4129972458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320440292
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       804.60944, best error:       731.25330 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.6948928833s, input_fired_time: 1.4105715752, output_fired_time: 0.8326146603, propagate_forward_time: 38.6363067627, propagate_backward_time: 58.6579666138, weight_update_time: 0.0897211730, other_time: 2.1574401855
epoch time: 8.2466192245s, input_fired_time: 0.1522140503, output_fired_time: 0.0000000000, propagate_forward_time: 7.7187647820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756403923
validation[          , genome  7048] predictions:    9766/  10000 (97.66%), best:    9795/10000 (97.95%), error:       822.59949, best error:       731.25330 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 104.3491439819s, input_fired_time: 1.4275716543, output_fired_time: 0.8550697565, propagate_forward_time: 39.7284088135, propagate_backward_time: 60.1467819214, weight_update_time: 0.0921397135, other_time: 2.1913070679
epoch time: 8.2438440323s, input_fired_time: 0.1508405060, output_fired_time: 0.0000000000, propagate_forward_time: 7.7206711769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723320961
validation[          , genome  7048] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       782.59106, best error:       731.25330 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.1979980469s, input_fired_time: 1.4110534191, output_fired_time: 0.8442541957, propagate_forward_time: 39.2542419434, propagate_backward_time: 59.5406188965, weight_update_time: 0.0912082940, other_time: 2.1478271484
epoch time: 8.2724676132s, input_fired_time: 0.1536203772, output_fired_time: 0.0000000000, propagate_forward_time: 7.7402853966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785614967
validation[          , genome  7048] predictions:    9741/  10000 (97.41%), best:    9795/10000 (97.95%), error:       848.53345, best error:       731.25330 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.1668930054s, input_fired_time: 1.4710829258, output_fired_time: 0.8681668639, propagate_forward_time: 39.9632377625, propagate_backward_time: 60.4845466614, weight_update_time: 0.1011827290, other_time: 2.3798599243
epoch time: 8.7285966873s, input_fired_time: 0.1686589718, output_fired_time: 0.0000000000, propagate_forward_time: 8.1478691101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120683670
validation[          , genome  7048] predictions:    9729/  10000 (97.29%), best:    9795/10000 (97.95%), error:       929.25336, best error:       731.25330 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 104.6136703491s, input_fired_time: 1.4631226063, output_fired_time: 0.8574137092, propagate_forward_time: 39.7158927917, propagate_backward_time: 60.2578544617, weight_update_time: 0.0999773219, other_time: 2.3193893433
epoch time: 8.3488712311s, input_fired_time: 0.1596384197, output_fired_time: 0.0000000000, propagate_forward_time: 7.7903051376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989276886
validation[          , genome  7048] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       743.92914, best error:       731.25330 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.2728958130s, input_fired_time: 1.4627351761, output_fired_time: 0.8551715612, propagate_forward_time: 39.6587753296, propagate_backward_time: 59.9629898071, weight_update_time: 0.1000040323, other_time: 2.3332214355
epoch time: 8.7697095871s, input_fired_time: 0.1667154431, output_fired_time: 0.0000000000, propagate_forward_time: 8.1887044907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142894745
validation[          , genome  7048] predictions:    9698/  10000 (96.98%), best:    9795/10000 (97.95%), error:       999.86694, best error:       731.25330 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 105.2881393433s, input_fired_time: 1.4641503096, output_fired_time: 0.8655938506, propagate_forward_time: 40.0711135864, propagate_backward_time: 60.5728225708, weight_update_time: 0.0963300616, other_time: 2.3144607544
epoch time: 8.3353404999s, input_fired_time: 0.1626565605, output_fired_time: 0.0000000000, propagate_forward_time: 7.7755441666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971395493
validation[          , genome  7048] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       740.33160, best error:       731.25330 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.7879486084s, input_fired_time: 1.4682343006, output_fired_time: 0.8615138531, propagate_forward_time: 39.4039459229, propagate_backward_time: 59.7310104370, weight_update_time: 0.0989987031, other_time: 2.3232498169
epoch time: 8.8435277939s, input_fired_time: 0.1670378298, output_fired_time: 0.0000000000, propagate_forward_time: 8.2646589279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118309021
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       773.90479, best error:       731.25330 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.9507293701s, input_fired_time: 1.4761766195, output_fired_time: 0.8768872619, propagate_forward_time: 39.8484382629, propagate_backward_time: 60.4161415100, weight_update_time: 0.1019987091, other_time: 2.3330917358
epoch time: 8.4830398560s, input_fired_time: 0.1618886143, output_fired_time: 0.0000000000, propagate_forward_time: 7.9203996658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007511139
validation[          , genome  7048] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       784.70953, best error:       731.25330 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 105.9932632446s, input_fired_time: 1.4814646244, output_fired_time: 0.8716500998, propagate_forward_time: 40.3167266846, propagate_backward_time: 60.9917831421, weight_update_time: 0.1006472483, other_time: 2.3316345215
epoch time: 8.5951290131s, input_fired_time: 0.1643973738, output_fired_time: 0.0000000000, propagate_forward_time: 8.0286893845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020423889
validation[          , genome  7048] predictions:    9752/  10000 (97.52%), best:    9795/10000 (97.95%), error:       825.84113, best error:       731.25330 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.3536148071s, input_fired_time: 1.4782727957, output_fired_time: 0.8814538121, propagate_forward_time: 40.3870735168, propagate_backward_time: 61.2670631409, weight_update_time: 0.1009256989, other_time: 2.3397521973
epoch time: 8.3854799271s, input_fired_time: 0.1618284732, output_fired_time: 0.0000000000, propagate_forward_time: 7.8241939545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994579315
validation[          , genome  7048] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       833.54578, best error:       731.25330 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 106.2937240601s, input_fired_time: 1.4845334291, output_fired_time: 0.8763643503, propagate_forward_time: 40.3315544128, propagate_backward_time: 61.2347373962, weight_update_time: 0.1012104377, other_time: 2.3665313721
epoch time: 8.4172887802s, input_fired_time: 0.1609941572, output_fired_time: 0.0000000000, propagate_forward_time: 7.8420624733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142317772
validation[          , genome  7048] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       706.61987, best error:       706.61987 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 103.1748733521s, input_fired_time: 1.4573942423, output_fired_time: 0.8503003120, propagate_forward_time: 39.1360931396, propagate_backward_time: 59.3081474304, weight_update_time: 0.0995715708, other_time: 2.4229316711
epoch time: 8.8275194168s, input_fired_time: 0.1727239192, output_fired_time: 0.0000000000, propagate_forward_time: 8.2326126099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221830368
validation[          , genome  7048] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       767.08759, best error:       706.61987 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 105.4201812744s, input_fired_time: 1.4639939070, output_fired_time: 0.8708506823, propagate_forward_time: 40.1684951782, propagate_backward_time: 60.5578880310, weight_update_time: 0.0929457918, other_time: 2.3589515686
epoch time: 8.9761562347s, input_fired_time: 0.1656190604, output_fired_time: 0.0000000000, propagate_forward_time: 8.3978109360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127264023
validation[          , genome  7048] predictions:    9759/  10000 (97.59%), best:    9802/10000 (98.02%), error:       825.58881, best error:       706.61987 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.6713638306s, input_fired_time: 1.4625707865, output_fired_time: 0.8683155775, propagate_forward_time: 40.3065910339, propagate_backward_time: 60.7552566528, weight_update_time: 0.0959318504, other_time: 2.2786293030
epoch time: 8.7083158493s, input_fired_time: 0.1597356200, output_fired_time: 0.0000000000, propagate_forward_time: 8.1523180008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962621689
validation[          , genome  7048] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       757.94745, best error:       706.61987 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 103.4584426880s, input_fired_time: 1.4223395586, output_fired_time: 0.8569754958, propagate_forward_time: 39.3248023987, propagate_backward_time: 59.6930618286, weight_update_time: 0.0908193961, other_time: 2.1612663269
epoch time: 8.3856687546s, input_fired_time: 0.1561080366, output_fired_time: 0.0000000000, propagate_forward_time: 7.8467330933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828277588
validation[          , genome  7048] predictions:    9705/  10000 (97.05%), best:    9802/10000 (98.02%), error:       979.23553, best error:       706.61987 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 102.8505020142s, input_fired_time: 1.4520187378, output_fired_time: 0.8449117541, propagate_forward_time: 39.0098190308, propagate_backward_time: 59.2550926208, weight_update_time: 0.0982674807, other_time: 2.2886619568
epoch time: 8.5752944946s, input_fired_time: 0.1576344818, output_fired_time: 0.0000000000, propagate_forward_time: 8.0177774429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998823166
validation[          , genome  7048] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       741.31451, best error:       706.61987 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 104.7024688721s, input_fired_time: 1.4605220556, output_fired_time: 0.8607794046, propagate_forward_time: 39.8864746094, propagate_backward_time: 60.2254104614, weight_update_time: 0.0956382081, other_time: 2.2692794800
epoch time: 8.4163990021s, input_fired_time: 0.1559176743, output_fired_time: 0.0000000000, propagate_forward_time: 7.8388218880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216589928
validation[          , genome  7048] predictions:    9701/  10000 (97.01%), best:    9802/10000 (98.02%), error:       985.09149, best error:       706.61987 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.3500289917s, input_fired_time: 1.4479815960, output_fired_time: 0.8806956410, propagate_forward_time: 40.4962730408, propagate_backward_time: 61.2579727173, weight_update_time: 0.0932592303, other_time: 2.2671012878
epoch time: 8.7149124146s, input_fired_time: 0.1593593061, output_fired_time: 0.0000000000, propagate_forward_time: 8.1612730026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942804337
validation[          , genome  7048] predictions:    9796/  10000 (97.96%), best:    9802/10000 (98.02%), error:       708.80444, best error:       706.61987 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.5890197754s, input_fired_time: 1.4543573856, output_fired_time: 0.8789230585, propagate_forward_time: 40.7120666504, propagate_backward_time: 61.3241310120, weight_update_time: 0.0933079347, other_time: 2.2195396423
epoch time: 8.4436435699s, input_fired_time: 0.1563723236, output_fired_time: 0.0000000000, propagate_forward_time: 7.9059376717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813338280
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9802/10000 (98.02%), error:       832.66730, best error:       706.61987 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 105.9839248657s, input_fired_time: 1.4515134096, output_fired_time: 0.8702786565, propagate_forward_time: 40.2359199524, propagate_backward_time: 61.2383193970, weight_update_time: 0.0924652666, other_time: 2.1878929138
epoch time: 8.2863616943s, input_fired_time: 0.1550037265, output_fired_time: 0.0000000000, propagate_forward_time: 7.7543153763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770427704
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       755.45129, best error:       706.61987 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.0017318726s, input_fired_time: 1.4349122047, output_fired_time: 0.8548862338, propagate_forward_time: 39.1331367493, propagate_backward_time: 59.4089584351, weight_update_time: 0.0915464759, other_time: 2.1698341370
epoch time: 8.5369644165s, input_fired_time: 0.1646096408, output_fired_time: 0.0000000000, propagate_forward_time: 7.9679703712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043841362
validation[          , genome  7048] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       797.72284, best error:       706.61987 on epoch:    90, 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: 41.5097579956s, input_fired_time: 0.8121303320, output_fired_time: 0.0000000000, propagate_forward_time: 38.6660995483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0315284729
best training[          , genome  7048] predictions:   49759/  50000 (99.52%), best:    9802/10000 (98.02%), error:      1134.17566, best error:       706.61987 on epoch:    90, 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: 8.2506437302s, input_fired_time: 0.1517514288, output_fired_time: 0.0000000000, propagate_forward_time: 7.7117242813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871679306
   testing[          , genome  7048] predictions:    9808/  10000 (98.08%), best:    9802/10000 (98.02%), error:       660.80621, best error:       706.61987 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:06:51 (7117): called boinc_finish(0)

</stderr_txt>
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