Nameexact_genome_1509103842_24_17814_0
Workunit2279423
Created29 Oct 2017, 16:18:48 UTC
Sent29 Oct 2017, 16:45:20 UTC
Report deadline5 Jan 2018, 12:37:05 UTC
Received31 Oct 2017, 7:23:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 days 13 hours 23 min 17 sec
CPU time1 days 7 hours 54 min 30 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size179.14 MB
Peak swap size184.29 MB
Peak disk usage8.17 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1694335938
validation[          , genome 17814] predictions:    9832/  10000 (98.32%), best:    9867/10000 (98.67%), error:       542.58954, best error:       421.64728 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1284.3419189453s, input_fired_time: 14.9167985916, output_fired_time: 13.8722743988, propagate_forward_time: 488.3773803711, propagate_backward_time: 753.1066284180, weight_update_time: 0.9773339033, other_time: 14.0688476563
epoch time: 114.7211685181s, input_fired_time: 1.6644206047, output_fired_time: 0.0000000000, propagate_forward_time: 110.3492889404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7074584961
validation[          , genome 17814] predictions:    9822/  10000 (98.22%), best:    9867/10000 (98.67%), error:       551.28180, best error:       421.64728 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1459.5728759766s, input_fired_time: 15.7373485565, output_fired_time: 15.4358444214, propagate_forward_time: 551.6239624023, propagate_backward_time: 861.6062622070, weight_update_time: 1.0038368702, other_time: 15.1695556641
epoch time: 114.3846435547s, input_fired_time: 2.0703277588, output_fired_time: 0.0000000000, propagate_forward_time: 109.1535568237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1607589722
validation[          , genome 17814] predictions:    9842/  10000 (98.42%), best:    9867/10000 (98.67%), error:       496.87393, best error:       421.64728 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1475.3155517578s, input_fired_time: 17.6308670044, output_fired_time: 14.9161453247, propagate_forward_time: 559.8122558594, propagate_backward_time: 865.8624877930, weight_update_time: 1.4145249128, other_time: 17.0938110352
epoch time: 79.8705596924s, input_fired_time: 1.5111956596, output_fired_time: 0.0000000000, propagate_forward_time: 76.2079467773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1514205933
validation[          , genome 17814] predictions:    9799/  10000 (97.99%), best:    9867/10000 (98.67%), error:       619.13354, best error:       421.64728 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1015.5852050781s, input_fired_time: 11.8251390457, output_fired_time: 8.6899528503, propagate_forward_time: 367.5842590332, propagate_backward_time: 614.8083496094, weight_update_time: 0.9963656664, other_time: 12.6774902344
epoch time: 80.1994552612s, input_fired_time: 1.5062220097, output_fired_time: 0.0000000000, propagate_forward_time: 76.5403747559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1528549194
validation[          , genome 17814] predictions:    9852/  10000 (98.52%), best:    9867/10000 (98.67%), error:       502.83386, best error:       421.64728 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1013.9025268555s, input_fired_time: 12.6397848129, output_fired_time: 10.0851936340, propagate_forward_time: 400.5235290527, propagate_backward_time: 578.3087768555, weight_update_time: 0.9570225477, other_time: 12.3452758789
epoch time: 78.2419586182s, input_fired_time: 1.4910728931, output_fired_time: 0.0000000000, propagate_forward_time: 74.6219558716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1289291382
validation[          , genome 17814] predictions:    9863/  10000 (98.63%), best:    9867/10000 (98.67%), error:       458.74176, best error:       421.64728 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1000.6525878906s, input_fired_time: 12.5750350952, output_fired_time: 10.8535795212, propagate_forward_time: 390.6465454102, propagate_backward_time: 574.4890136719, weight_update_time: 0.9330518842, other_time: 12.0884399414
epoch time: 77.6611404419s, input_fired_time: 1.4822113514, output_fired_time: 0.0000000000, propagate_forward_time: 74.0588760376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1200561523
validation[          , genome 17814] predictions:    9845/  10000 (98.45%), best:    9867/10000 (98.67%), error:       477.23428, best error:       421.64728 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 976.9259643555s, input_fired_time: 12.2420701981, output_fired_time: 10.7357645035, propagate_forward_time: 369.3887634277, propagate_backward_time: 572.8317260742, weight_update_time: 0.8938593864, other_time: 11.7276000977
epoch time: 72.7187652588s, input_fired_time: 1.4208040237, output_fired_time: 0.0000000000, propagate_forward_time: 69.2444458008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0535125732
validation[          , genome 17814] predictions:    9838/  10000 (98.38%), best:    9867/10000 (98.67%), error:       520.20819, best error:       421.64728 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 963.0920410156s, input_fired_time: 12.0884103775, output_fired_time: 10.5374708176, propagate_forward_time: 360.6929626465, propagate_backward_time: 568.1114501953, weight_update_time: 0.8862591386, other_time: 11.6617431641
epoch time: 75.0050964355s, input_fired_time: 1.4451760054, output_fired_time: 0.0000000000, propagate_forward_time: 71.4705200195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0894012451
validation[          , genome 17814] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       406.49554, best error:       406.49554 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 958.2615966797s, input_fired_time: 12.0336427689, output_fired_time: 10.6384716034, propagate_forward_time: 358.4394836426, propagate_backward_time: 565.6012573242, weight_update_time: 0.8768982887, other_time: 11.5487670898
epoch time: 74.0707244873s, input_fired_time: 1.4280357361, output_fired_time: 0.0000000000, propagate_forward_time: 70.5704269409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0722579956
validation[          , genome 17814] predictions:    9859/  10000 (98.59%), best:    9879/10000 (98.79%), error:       446.07373, best error:       406.49554 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 952.5815429688s, input_fired_time: 12.0194349289, output_fired_time: 10.4460716248, propagate_forward_time: 356.5052490234, propagate_backward_time: 562.1135253906, weight_update_time: 0.8715225458, other_time: 11.4973144531
epoch time: 74.5931091309s, input_fired_time: 1.4430242777, output_fired_time: 0.0000000000, propagate_forward_time: 71.0649108887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0851745605
validation[          , genome 17814] predictions:    9853/  10000 (98.53%), best:    9879/10000 (98.79%), error:       478.27356, best error:       406.49554 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 956.3451538086s, input_fired_time: 12.0149898529, output_fired_time: 10.3975858688, propagate_forward_time: 356.9776306152, propagate_backward_time: 565.3366699219, weight_update_time: 0.8852009773, other_time: 11.6182861328
epoch time: 73.7768859863s, input_fired_time: 1.4417842627, output_fired_time: 0.0000000000, propagate_forward_time: 70.2614593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0736389160
validation[          , genome 17814] predictions:    9847/  10000 (98.47%), best:    9879/10000 (98.79%), error:       526.51306, best error:       406.49554 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 954.6226806641s, input_fired_time: 11.9772911072, output_fired_time: 10.4780731201, propagate_forward_time: 351.8114624023, propagate_backward_time: 569.0378417969, weight_update_time: 0.8551051021, other_time: 11.3179931641
epoch time: 74.1335601807s, input_fired_time: 1.4470463991, output_fired_time: 0.0000000000, propagate_forward_time: 70.6167068481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0698089600
validation[          , genome 17814] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       446.54059, best error:       406.49554 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 952.5036010742s, input_fired_time: 12.0239229202, output_fired_time: 10.4828081131, propagate_forward_time: 355.7576599121, propagate_backward_time: 562.6606445313, weight_update_time: 0.8804435730, other_time: 11.5786132813
epoch time: 73.0352020264s, input_fired_time: 1.4254493713, output_fired_time: 0.0000000000, propagate_forward_time: 69.5643615723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0453948975
validation[          , genome 17814] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       408.42169, best error:       406.49554 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 961.2394409180s, input_fired_time: 12.1255159378, output_fired_time: 10.5331392288, propagate_forward_time: 361.2599487305, propagate_backward_time: 565.6910400391, weight_update_time: 0.8823077083, other_time: 11.6298217773
epoch time: 74.0692977905s, input_fired_time: 1.4399251938, output_fired_time: 0.0000000000, propagate_forward_time: 70.5610351563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0683364868
validation[          , genome 17814] predictions:    9856/  10000 (98.56%), best:    9879/10000 (98.79%), error:       427.41690, best error:       406.49554 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 953.9311523438s, input_fired_time: 12.0085077286, output_fired_time: 10.6062002182, propagate_forward_time: 353.6423950195, propagate_backward_time: 566.1051635742, weight_update_time: 0.8782042861, other_time: 11.5689086914
epoch time: 75.6112289429s, input_fired_time: 1.4604840279, output_fired_time: 0.0000000000, propagate_forward_time: 72.0744171143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0763244629
validation[          , genome 17814] predictions:    9827/  10000 (98.27%), best:    9879/10000 (98.79%), error:       532.06873, best error:       406.49554 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 955.2359008789s, input_fired_time: 12.0587406158, output_fired_time: 10.5128536224, propagate_forward_time: 356.6019897461, propagate_backward_time: 564.6153564453, weight_update_time: 0.8669034243, other_time: 11.4469604492
epoch time: 73.3712615967s, input_fired_time: 1.4302328825, output_fired_time: 0.0000000000, propagate_forward_time: 69.9039688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0370635986
validation[          , genome 17814] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       439.85690, best error:       406.49554 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 954.4975585938s, input_fired_time: 12.0246925354, output_fired_time: 10.6262865067, propagate_forward_time: 353.6702880859, propagate_backward_time: 566.7337646484, weight_update_time: 0.8683995605, other_time: 11.4425048828
epoch time: 73.5331192017s, input_fired_time: 1.4305052757, output_fired_time: 0.0000000000, propagate_forward_time: 70.0348968506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0677185059
validation[          , genome 17814] predictions:    9854/  10000 (98.54%), best:    9879/10000 (98.79%), error:       511.28922, best error:       406.49554 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 960.1422729492s, input_fired_time: 12.1587848663, output_fired_time: 10.7230386734, propagate_forward_time: 361.5499877930, propagate_backward_time: 564.1166992188, weight_update_time: 0.8787906766, other_time: 11.5937500000
epoch time: 75.6391906738s, input_fired_time: 1.4703927040, output_fired_time: 0.0000000000, propagate_forward_time: 72.0891189575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0796813965
validation[          , genome 17814] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       454.09528, best error:       406.49554 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 967.6950073242s, input_fired_time: 12.2569608688, output_fired_time: 10.6845722198, propagate_forward_time: 368.3493347168, propagate_backward_time: 564.7058105469, weight_update_time: 0.8871758580, other_time: 11.6983642578
epoch time: 77.0428009033s, input_fired_time: 1.5103774071, output_fired_time: 0.0000000000, propagate_forward_time: 73.3604736328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1719512939
validation[          , genome 17814] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       396.51059, best error:       396.51059 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 984.2971191406s, input_fired_time: 12.6297550201, output_fired_time: 10.9286088943, propagate_forward_time: 377.2168884277, propagate_backward_time: 571.4909057617, weight_update_time: 0.9136024714, other_time: 12.0309448242
epoch time: 76.4365158081s, input_fired_time: 1.5014677048, output_fired_time: 0.0000000000, propagate_forward_time: 72.7998657227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1351852417
validation[          , genome 17814] predictions:    9877/  10000 (98.77%), best:    9881/10000 (98.81%), error:       413.46231, best error:       396.51059 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 976.5265502930s, input_fired_time: 12.3683214188, output_fired_time: 10.7286081314, propagate_forward_time: 366.9154663086, propagate_backward_time: 574.5772094727, weight_update_time: 0.9065808058, other_time: 11.9368896484
epoch time: 75.0698699951s, input_fired_time: 1.4703493118, output_fired_time: 0.0000000000, propagate_forward_time: 71.4819412231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1175765991
validation[          , genome 17814] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       389.25052, best error:       389.25052 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 976.6712646484s, input_fired_time: 12.4841613770, output_fired_time: 10.8267621994, propagate_forward_time: 369.2343444824, propagate_backward_time: 572.1317749023, weight_update_time: 0.9108991623, other_time: 11.9942016602
epoch time: 93.5343017578s, input_fired_time: 1.9985600710, output_fired_time: 0.0000000000, propagate_forward_time: 88.9040222168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6317214966
validation[          , genome 17814] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       388.97830, best error:       388.97830 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1391.1373291016s, input_fired_time: 16.2942981720, output_fired_time: 15.4792747498, propagate_forward_time: 524.6703491211, propagate_backward_time: 819.8050537109, weight_update_time: 1.3864197731, other_time: 14.8883666992
epoch time: 110.4484100342s, input_fired_time: 2.0579380989, output_fired_time: 0.0000000000, propagate_forward_time: 105.5071640015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8833084106
validation[          , genome 17814] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       351.62656, best error:       351.62656 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1393.2988281250s, input_fired_time: 16.2930774689, output_fired_time: 15.1527891159, propagate_forward_time: 524.9119262695, propagate_backward_time: 821.9640502930, weight_update_time: 0.9648894668, other_time: 14.9769287109
epoch time: 109.8532409668s, input_fired_time: 1.8486387730, output_fired_time: 0.0000000000, propagate_forward_time: 105.7174377441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2871627808
validation[          , genome 17814] predictions:    9890/  10000 (98.90%), best:    9898/10000 (98.98%), error:       378.16629, best error:       351.62656 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1363.2941894531s, input_fired_time: 15.6893701553, output_fired_time: 13.6778850555, propagate_forward_time: 513.7825927734, propagate_backward_time: 803.4843750000, weight_update_time: 1.3608008623, other_time: 16.6600341797
epoch time: 108.2893829346s, input_fired_time: 2.4306197166, output_fired_time: 0.0000000000, propagate_forward_time: 103.2036285400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6551361084
validation[          , genome 17814] predictions:    9900/  10000 (99.00%), best:    9898/10000 (98.98%), error:       358.36737, best error:       351.62656 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1401.1734619141s, input_fired_time: 18.1342792511, output_fired_time: 15.6340494156, propagate_forward_time: 525.4451904297, propagate_backward_time: 826.4958496094, weight_update_time: 1.1769663095, other_time: 15.4641113281
epoch time: 111.9147796631s, input_fired_time: 2.2711293697, output_fired_time: 0.0000000000, propagate_forward_time: 107.3337783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3098754883
validation[          , genome 17814] predictions:    9875/  10000 (98.75%), best:    9898/10000 (98.98%), error:       412.77802, best error:       351.62656 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1421.1707763672s, input_fired_time: 15.5950555801, output_fired_time: 14.1623382568, propagate_forward_time: 536.6925659180, propagate_backward_time: 837.7416992188, weight_update_time: 0.9842485785, other_time: 16.9790649414
epoch time: 110.0250473022s, input_fired_time: 2.2512669563, output_fired_time: 0.0000000000, propagate_forward_time: 105.0865707397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6872100830
validation[          , genome 17814] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       330.02332, best error:       330.02332 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1401.7149658203s, input_fired_time: 16.2846622467, output_fired_time: 15.0359945297, propagate_forward_time: 525.0909423828, propagate_backward_time: 829.3012084961, weight_update_time: 1.1745561361, other_time: 16.0021362305
epoch time: 113.0201034546s, input_fired_time: 2.0893220901, output_fired_time: 0.0000000000, propagate_forward_time: 108.4227752686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5080032349
validation[          , genome 17814] predictions:    9894/  10000 (98.94%), best:    9887/10000 (98.87%), error:       343.60831, best error:       330.02332 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1451.1435546875s, input_fired_time: 16.2013988495, output_fired_time: 16.2355575562, propagate_forward_time: 545.3307495117, propagate_backward_time: 857.1226196289, weight_update_time: 1.4021112919, other_time: 16.2531738281
epoch time: 113.7057342529s, input_fired_time: 2.2953255177, output_fired_time: 0.0000000000, propagate_forward_time: 108.6921997070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7182083130
validation[          , genome 17814] predictions:    9898/  10000 (98.98%), best:    9887/10000 (98.87%), error:       339.07181, best error:       330.02332 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1034.5054931641s, input_fired_time: 13.3617296219, output_fired_time: 10.6366138458, propagate_forward_time: 413.0879516602, propagate_backward_time: 584.7943725586, weight_update_time: 0.9436952472, other_time: 12.6248168945
epoch time: 78.4223327637s, input_fired_time: 1.5133248568, output_fired_time: 0.0000000000, propagate_forward_time: 74.7832641602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1257400513
validation[          , genome 17814] predictions:    9894/  10000 (98.94%), best:    9887/10000 (98.87%), error:       344.51065, best error:       330.02332 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1194.9614257813s, input_fired_time: 14.4295454025, output_fired_time: 12.5547742844, propagate_forward_time: 449.0717468262, propagate_backward_time: 705.1986083984, weight_update_time: 0.9710539579, other_time: 13.7066650391
epoch time: 113.8676528931s, input_fired_time: 1.8903113604, output_fired_time: 0.0000000000, propagate_forward_time: 109.4817733765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4955673218
validation[          , genome 17814] predictions:    9897/  10000 (98.97%), best:    9887/10000 (98.87%), error:       335.29669, best error:       330.02332 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1433.4758300781s, input_fired_time: 16.7012481689, output_fired_time: 15.3066253662, propagate_forward_time: 539.6218261719, propagate_backward_time: 846.6651611328, weight_update_time: 1.1959308386, other_time: 15.1809082031
epoch time: 115.5525207520s, input_fired_time: 1.9139752388, output_fired_time: 0.0000000000, propagate_forward_time: 111.1093368530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5292053223
validation[          , genome 17814] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       323.86508, best error:       323.86508 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1451.7941894531s, input_fired_time: 14.9950037003, output_fired_time: 14.0209341049, propagate_forward_time: 548.2118530273, propagate_backward_time: 858.4548950195, weight_update_time: 1.0000813007, other_time: 16.1115722656
epoch time: 116.3881759644s, input_fired_time: 2.3315842152, output_fired_time: 0.0000000000, propagate_forward_time: 111.1047744751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9518203735
validation[          , genome 17814] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       333.45731, best error:       323.86508 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1483.2314453125s, input_fired_time: 17.6666698456, output_fired_time: 15.8835515976, propagate_forward_time: 558.6836547852, propagate_backward_time: 876.0191040039, weight_update_time: 1.0139979124, other_time: 14.9785156250
epoch time: 122.1028518677s, input_fired_time: 2.7714116573, output_fired_time: 0.0000000000, propagate_forward_time: 116.6445770264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6868667603
validation[          , genome 17814] predictions:    9868/  10000 (98.68%), best:    9899/10000 (98.99%), error:       391.53555, best error:       323.86508 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1532.3205566406s, input_fired_time: 18.4774436951, output_fired_time: 15.5808677673, propagate_forward_time: 581.2188720703, propagate_backward_time: 899.5718994141, weight_update_time: 1.4573570490, other_time: 17.4715576172
epoch time: 119.0631942749s, input_fired_time: 2.5608508587, output_fired_time: 0.0000000000, propagate_forward_time: 113.1550445557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3472976685
validation[          , genome 17814] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       329.45795, best error:       323.86508 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1499.4454345703s, input_fired_time: 18.3597717285, output_fired_time: 14.9886627197, propagate_forward_time: 567.5799560547, propagate_backward_time: 882.5378417969, weight_update_time: 1.2214951515, other_time: 15.9792480469
epoch time: 119.1626434326s, input_fired_time: 1.9509476423, output_fired_time: 0.0000000000, propagate_forward_time: 114.6593322754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5523605347
validation[          , genome 17814] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       316.94568, best error:       316.94568 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1510.9444580078s, input_fired_time: 16.6600837708, output_fired_time: 16.0965385437, propagate_forward_time: 571.8558959961, propagate_backward_time: 889.5056762695, weight_update_time: 1.0195889473, other_time: 16.8262939453
epoch time: 119.7258758545s, input_fired_time: 1.7525701523, output_fired_time: 0.0000000000, propagate_forward_time: 114.9864959717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9868087769
validation[          , genome 17814] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       338.78055, best error:       316.94568 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1514.4360351563s, input_fired_time: 18.8975620270, output_fired_time: 17.4998397827, propagate_forward_time: 573.2111206055, propagate_backward_time: 887.9235839844, weight_update_time: 1.4584546089, other_time: 16.9038696289
epoch time: 119.5075988770s, input_fired_time: 2.5703289509, output_fired_time: 0.0000000000, propagate_forward_time: 114.2129058838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7243652344
validation[          , genome 17814] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       338.53250, best error:       316.94568 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1152.4752197266s, input_fired_time: 13.8732271194, output_fired_time: 13.1261301041, propagate_forward_time: 425.6298522949, propagate_backward_time: 686.9266967773, weight_update_time: 1.0031076670, other_time: 12.9193725586
epoch time: 85.2997436523s, input_fired_time: 1.6003795862, output_fired_time: 0.0000000000, propagate_forward_time: 81.4669189453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2324447632
validation[          , genome 17814] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       310.74301, best error:       310.74301 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1115.8778076172s, input_fired_time: 13.4091072083, output_fired_time: 11.7648248672, propagate_forward_time: 414.4620971680, propagate_backward_time: 663.5458374023, weight_update_time: 0.9697425961, other_time: 12.6960449219
epoch time: 93.4203796387s, input_fired_time: 1.7318327427, output_fired_time: 0.0000000000, propagate_forward_time: 89.3725433350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3160018921
validation[          , genome 17814] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       327.99203, best error:       310.74301 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1195.6473388672s, input_fired_time: 14.2259998322, output_fired_time: 13.1956386566, propagate_forward_time: 450.2003479004, propagate_backward_time: 704.6692504883, weight_update_time: 1.0349372625, other_time: 13.3561401367
epoch time: 97.8602981567s, input_fired_time: 1.8429278135, output_fired_time: 0.0000000000, propagate_forward_time: 93.5282135010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4891586304
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9904/10000 (99.04%), error:       322.18036, best error:       310.74301 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1203.6303710938s, input_fired_time: 14.2124204636, output_fired_time: 13.3988542557, propagate_forward_time: 452.7854919434, propagate_backward_time: 709.4559936523, weight_update_time: 1.0544402599, other_time: 13.7776489258
epoch time: 97.6945037842s, input_fired_time: 1.8628478050, output_fired_time: 0.0000000000, propagate_forward_time: 93.2324142456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5992431641
validation[          , genome 17814] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       314.79880, best error:       310.74301 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1145.7580566406s, input_fired_time: 13.8438434601, output_fired_time: 12.4421091080, propagate_forward_time: 429.9646911621, propagate_backward_time: 676.2420654297, weight_update_time: 0.9816377759, other_time: 13.2652587891
epoch time: 91.2952423096s, input_fired_time: 1.7563122511, output_fired_time: 0.0000000000, propagate_forward_time: 87.1895523071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3493804932
validation[          , genome 17814] predictions:    9889/  10000 (98.89%), best:    9904/10000 (99.04%), error:       366.18683, best error:       310.74301 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1147.9234619141s, input_fired_time: 13.7393064499, output_fired_time: 12.4659519196, propagate_forward_time: 421.7450256348, propagate_backward_time: 686.6647949219, weight_update_time: 0.9608337879, other_time: 13.3084716797
epoch time: 90.0655746460s, input_fired_time: 1.7172908783, output_fired_time: 0.0000000000, propagate_forward_time: 86.0073165894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3409652710
validation[          , genome 17814] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       324.24356, best error:       310.74301 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1147.6479492188s, input_fired_time: 13.5291185379, output_fired_time: 12.2374229431, propagate_forward_time: 431.5762023926, propagate_backward_time: 677.3481445313, weight_update_time: 1.0123813152, other_time: 12.9570312500
epoch time: 89.8967971802s, input_fired_time: 1.7607799768, output_fired_time: 0.0000000000, propagate_forward_time: 85.8526687622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2833480835
validation[          , genome 17814] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       310.33459, best error:       310.33459 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1141.9061279297s, input_fired_time: 13.5465126038, output_fired_time: 12.2534399033, propagate_forward_time: 429.0226745605, propagate_backward_time: 673.7521362305, weight_update_time: 1.0648627281, other_time: 13.3313598633
epoch time: 86.4353790283s, input_fired_time: 1.5967832804, output_fired_time: 0.0000000000, propagate_forward_time: 82.5233612061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3152313232
validation[          , genome 17814] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       301.65488, best error:       301.65488 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1136.8395996094s, input_fired_time: 13.6408042908, output_fired_time: 12.0872354507, propagate_forward_time: 421.3037414551, propagate_backward_time: 676.9620971680, weight_update_time: 0.9831118584, other_time: 12.8457641602
epoch time: 92.0112380981s, input_fired_time: 1.7961587906, output_fired_time: 0.0000000000, propagate_forward_time: 87.8165512085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3985290527
validation[          , genome 17814] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       313.57077, best error:       301.65488 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1145.8927001953s, input_fired_time: 13.8123407364, output_fired_time: 12.1850128174, propagate_forward_time: 426.4675598145, propagate_backward_time: 680.3284912109, weight_update_time: 0.9535135627, other_time: 13.0992431641
epoch time: 87.7598342896s, input_fired_time: 1.7281367779, output_fired_time: 0.0000000000, propagate_forward_time: 83.7164993286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3152008057
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       301.47162, best error:       301.47162 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1145.2303466797s, input_fired_time: 13.8373060226, output_fired_time: 12.4155740738, propagate_forward_time: 426.1459045410, propagate_backward_time: 679.6093139648, weight_update_time: 0.9572849274, other_time: 13.2223510742
epoch time: 89.1425247192s, input_fired_time: 1.6040219069, output_fired_time: 0.0000000000, propagate_forward_time: 85.1998825073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3386230469
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9907/10000 (99.07%), error:       308.87857, best error:       301.47162 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1146.8654785156s, input_fired_time: 13.7502098083, output_fired_time: 12.0493040085, propagate_forward_time: 429.1361999512, propagate_backward_time: 678.6851806641, weight_update_time: 0.9702839255, other_time: 13.2445068359
epoch time: 92.2547454834s, input_fired_time: 1.6333200932, output_fired_time: 0.0000000000, propagate_forward_time: 88.0979003906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5235214233
validation[          , genome 17814] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       329.43280, best error:       301.47162 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1167.9630126953s, input_fired_time: 14.3383483887, output_fired_time: 12.7841892242, propagate_forward_time: 435.9494018555, propagate_backward_time: 691.2432250977, weight_update_time: 1.0827649832, other_time: 13.6478271484
epoch time: 93.7485504150s, input_fired_time: 1.7870250940, output_fired_time: 0.0000000000, propagate_forward_time: 89.5395660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4219589233
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       299.68793, best error:       299.68793 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1216.6854248047s, input_fired_time: 14.3286409378, output_fired_time: 13.1415405273, propagate_forward_time: 461.7532348633, propagate_backward_time: 714.0401611328, weight_update_time: 0.9768081307, other_time: 13.4219360352
epoch time: 97.6333389282s, input_fired_time: 1.9028389454, output_fired_time: 0.0000000000, propagate_forward_time: 93.0892181396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6412811279
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       296.15634, best error:       296.15634 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1229.8153076172s, input_fired_time: 14.8605737686, output_fired_time: 13.1051788330, propagate_forward_time: 458.6129760742, propagate_backward_time: 729.1137695313, weight_update_time: 0.9915869832, other_time: 14.1227416992
epoch time: 100.5664596558s, input_fired_time: 1.8455109596, output_fired_time: 0.0000000000, propagate_forward_time: 96.2324295044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4885177612
validation[          , genome 17814] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       318.83893, best error:       296.15634 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1240.5858154297s, input_fired_time: 14.7509317398, output_fired_time: 13.4050941467, propagate_forward_time: 466.8751831055, propagate_backward_time: 731.9210815430, weight_update_time: 1.0132031441, other_time: 13.6334228516
epoch time: 101.1907501221s, input_fired_time: 1.8834799528, output_fired_time: 0.0000000000, propagate_forward_time: 96.7460098267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5612640381
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       307.97891, best error:       296.15634 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1285.8507080078s, input_fired_time: 15.1003522873, output_fired_time: 13.4362888336, propagate_forward_time: 483.2743225098, propagate_backward_time: 759.7308959961, weight_update_time: 1.3012160063, other_time: 14.3088989258
epoch time: 100.6083755493s, input_fired_time: 1.9540407658, output_fired_time: 0.0000000000, propagate_forward_time: 96.1940765381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4602584839
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       298.01382, best error:       296.15634 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1304.3845214844s, input_fired_time: 15.4223709106, output_fired_time: 14.1569538116, propagate_forward_time: 489.7233581543, propagate_backward_time: 770.7130126953, weight_update_time: 1.1364755630, other_time: 14.3687744141
epoch time: 102.9019851685s, input_fired_time: 1.9686033726, output_fired_time: 0.0000000000, propagate_forward_time: 98.2413253784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6920547485
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       300.37253, best error:       296.15634 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1364.3050537109s, input_fired_time: 16.4093093872, output_fired_time: 14.4904565811, propagate_forward_time: 511.4950256348, propagate_backward_time: 806.7343750000, weight_update_time: 1.2715132236, other_time: 15.1759033203
epoch time: 106.1494827271s, input_fired_time: 1.7799496651, output_fired_time: 0.0000000000, propagate_forward_time: 101.3773117065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9922180176
validation[          , genome 17814] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       296.30890, best error:       296.15634 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1291.0855712891s, input_fired_time: 15.7371387482, output_fired_time: 13.3082399368, propagate_forward_time: 484.0090026855, propagate_backward_time: 763.6809692383, weight_update_time: 1.1201909781, other_time: 14.3501586914
epoch time: 98.1455001831s, input_fired_time: 1.9176480770, output_fired_time: 0.0000000000, propagate_forward_time: 93.7809753418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4468765259
validation[          , genome 17814] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       299.88995, best error:       296.15634 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1308.4399414063s, input_fired_time: 15.8526515961, output_fired_time: 13.6963033676, propagate_forward_time: 496.2143554688, propagate_backward_time: 767.8615722656, weight_update_time: 1.0213161707, other_time: 14.8150634766
epoch time: 97.5502166748s, input_fired_time: 1.9424872398, output_fired_time: 0.0000000000, propagate_forward_time: 93.1121826172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4955444336
validation[          , genome 17814] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       299.18488, best error:       296.15634 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1237.4310302734s, input_fired_time: 14.8440723419, output_fired_time: 13.5055742264, propagate_forward_time: 465.3702087402, propagate_backward_time: 729.1929321289, weight_update_time: 0.9959074259, other_time: 14.5181274414
epoch time: 98.6901473999s, input_fired_time: 1.7913277149, output_fired_time: 0.0000000000, propagate_forward_time: 93.9705581665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9282608032
validation[          , genome 17814] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       316.70795, best error:       296.15634 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1243.3572998047s, input_fired_time: 14.4644308090, output_fired_time: 13.4446105957, propagate_forward_time: 468.0282897949, propagate_backward_time: 733.5932617188, weight_update_time: 1.0002924204, other_time: 13.8266601563
epoch time: 91.0140991211s, input_fired_time: 1.7653809786, output_fired_time: 0.0000000000, propagate_forward_time: 86.8352127075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4135055542
validation[          , genome 17814] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       311.74768, best error:       296.15634 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1252.6752929688s, input_fired_time: 14.7612180710, output_fired_time: 13.5477161407, propagate_forward_time: 468.4907836914, propagate_backward_time: 741.1920166016, weight_update_time: 1.1490412951, other_time: 14.6835327148
epoch time: 109.3532104492s, input_fired_time: 2.1103000641, output_fired_time: 0.0000000000, propagate_forward_time: 104.3720703125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8708419800
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       307.51489, best error:       296.15634 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1294.1301269531s, input_fired_time: 15.5007944107, output_fired_time: 14.1673059464, propagate_forward_time: 483.6964111328, propagate_backward_time: 766.1310424805, weight_update_time: 1.1671137810, other_time: 14.6344604492
epoch time: 110.8132019043s, input_fired_time: 2.0351591110, output_fired_time: 0.0000000000, propagate_forward_time: 105.7576828003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0203628540
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       291.23114, best error:       291.23114 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1266.3227539063s, input_fired_time: 15.1784744263, output_fired_time: 13.8773345947, propagate_forward_time: 471.0088806152, propagate_backward_time: 751.9673461914, weight_update_time: 1.1588559151, other_time: 14.2907104492
epoch time: 101.6746292114s, input_fired_time: 1.8804788589, output_fired_time: 0.0000000000, propagate_forward_time: 97.1549453735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6392059326
validation[          , genome 17814] predictions:    9917/  10000 (99.17%), best:    9907/10000 (99.07%), error:       295.74536, best error:       291.23114 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1318.8238525391s, input_fired_time: 15.2772684097, output_fired_time: 13.6733255386, propagate_forward_time: 494.3041076660, propagate_backward_time: 780.9308471680, weight_update_time: 1.1058917046, other_time: 14.6383666992
epoch time: 109.2022094727s, input_fired_time: 2.1436078548, output_fired_time: 0.0000000000, propagate_forward_time: 104.3500442505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7085571289
validation[          , genome 17814] predictions:    9915/  10000 (99.15%), best:    9907/10000 (99.07%), error:       296.18329, best error:       291.23114 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1282.9572753906s, input_fired_time: 15.5139951706, output_fired_time: 14.1107082367, propagate_forward_time: 480.8002929688, propagate_backward_time: 758.3014526367, weight_update_time: 1.0504623652, other_time: 14.2307739258
epoch time: 103.2021026611s, input_fired_time: 1.8547307253, output_fired_time: 0.0000000000, propagate_forward_time: 98.9449462891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4024276733
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9907/10000 (99.07%), error:       293.23642, best error:       291.23114 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1283.5120849609s, input_fired_time: 15.5560798645, output_fired_time: 14.0888414383, propagate_forward_time: 477.4106445313, propagate_backward_time: 762.0726928711, weight_update_time: 1.0823473930, other_time: 14.3838500977
epoch time: 92.5532302856s, input_fired_time: 1.8325062990, output_fired_time: 0.0000000000, propagate_forward_time: 88.3337097168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3870162964
validation[          , genome 17814] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       289.71851, best error:       289.71851 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1267.5198974609s, input_fired_time: 14.9026517868, output_fired_time: 13.6007604599, propagate_forward_time: 470.2128295898, propagate_backward_time: 754.1344604492, weight_update_time: 1.0005575418, other_time: 14.6691894531
epoch time: 110.7584609985s, input_fired_time: 2.0401179790, output_fired_time: 0.0000000000, propagate_forward_time: 106.0794448853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6389007568
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9904/10000 (99.04%), error:       294.47815, best error:       289.71851 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1397.7062988281s, input_fired_time: 16.7251567841, output_fired_time: 15.1376352310, propagate_forward_time: 524.9529418945, propagate_backward_time: 825.4974975586, weight_update_time: 1.2449584007, other_time: 15.3930664063
epoch time: 123.6551361084s, input_fired_time: 2.3713340759, output_fired_time: 0.0000000000, propagate_forward_time: 118.0729370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2108612061
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9904/10000 (99.04%), error:       302.78162, best error:       289.71851 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1563.0972900391s, input_fired_time: 18.0784435272, output_fired_time: 16.6990852356, propagate_forward_time: 587.4693603516, propagate_backward_time: 925.0256958008, weight_update_time: 1.2235790491, other_time: 15.8246459961
epoch time: 123.4085617065s, input_fired_time: 2.4704144001, output_fired_time: 0.0000000000, propagate_forward_time: 118.0843963623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8537521362
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9904/10000 (99.04%), error:       295.78723, best error:       289.71851 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1575.1114501953s, input_fired_time: 18.7824783325, output_fired_time: 16.8516559601, propagate_forward_time: 601.0991821289, propagate_backward_time: 921.1858520508, weight_update_time: 1.4727374315, other_time: 17.1922607422
epoch time: 127.1002960205s, input_fired_time: 2.2870287895, output_fired_time: 0.0000000000, propagate_forward_time: 121.6679229736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1453475952
validation[          , genome 17814] predictions:    9906/  10000 (99.06%), best:    9904/10000 (99.04%), error:       290.88739, best error:       289.71851 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1681.1768798828s, input_fired_time: 20.2958602905, output_fired_time: 19.1148223877, propagate_forward_time: 637.7098388672, propagate_backward_time: 984.9276733398, weight_update_time: 1.7392807007, other_time: 19.1286010742
epoch time: 148.2947998047s, input_fired_time: 3.6103627682, output_fired_time: 0.0000000000, propagate_forward_time: 141.1100616455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5743713379
validation[          , genome 17814] predictions:    9912/  10000 (99.12%), best:    9904/10000 (99.04%), error:       290.30487, best error:       289.71851 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1805.6452636719s, input_fired_time: 21.8052196503, output_fired_time: 21.9743347168, propagate_forward_time: 672.5017700195, propagate_backward_time: 1070.7402343750, weight_update_time: 1.4491695166, other_time: 18.6237792969
epoch time: 134.8507690430s, input_fired_time: 2.3677344322, output_fired_time: 0.0000000000, propagate_forward_time: 129.0684356689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4145965576
validation[          , genome 17814] predictions:    9909/  10000 (99.09%), best:    9904/10000 (99.04%), error:       291.65860, best error:       289.71851 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1748.8101806641s, input_fired_time: 19.4467697144, output_fired_time: 20.9826755524, propagate_forward_time: 654.8489990234, propagate_backward_time: 1035.6853027344, weight_update_time: 1.4898052216, other_time: 17.8464355469
epoch time: 134.0614776611s, input_fired_time: 2.7536454201, output_fired_time: 0.0000000000, propagate_forward_time: 128.2458496094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0619812012
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       288.45227, best error:       288.45227 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1742.2092285156s, input_fired_time: 19.1340332031, output_fired_time: 18.2171401978, propagate_forward_time: 663.1231079102, propagate_backward_time: 1023.0373535156, weight_update_time: 1.1142762899, other_time: 18.6975097656
epoch time: 140.4250488281s, input_fired_time: 2.6964166164, output_fired_time: 0.0000000000, propagate_forward_time: 134.6426849365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0859527588
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9907/10000 (99.07%), error:       297.14899, best error:       288.45227 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1774.2923583984s, input_fired_time: 21.7152481079, output_fired_time: 19.4868011475, propagate_forward_time: 679.0461425781, propagate_backward_time: 1034.9650878906, weight_update_time: 1.3351969719, other_time: 19.0791015625
epoch time: 156.5292663574s, input_fired_time: 2.4073474407, output_fired_time: 0.0000000000, propagate_forward_time: 150.1287689209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9931488037
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       288.94147, best error:       288.45227 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1780.7329101563s, input_fired_time: 20.5593528748, output_fired_time: 19.6263198853, propagate_forward_time: 670.7217407227, propagate_backward_time: 1051.0433349609, weight_update_time: 1.2885837555, other_time: 18.7821044922
epoch time: 150.8253936768s, input_fired_time: 2.9585628510, output_fired_time: 0.0000000000, propagate_forward_time: 144.2973327637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5695037842
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       296.19067, best error:       288.45227 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1707.2216796875s, input_fired_time: 20.2768478394, output_fired_time: 19.0230178833, propagate_forward_time: 647.8332519531, propagate_backward_time: 1000.7739868164, weight_update_time: 1.8681772947, other_time: 19.3145141602
epoch time: 143.1413421631s, input_fired_time: 3.0207815170, output_fired_time: 0.0000000000, propagate_forward_time: 137.1258239746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9947357178
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       286.09598, best error:       286.09598 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1685.6164550781s, input_fired_time: 19.6511497498, output_fired_time: 17.4097557068, propagate_forward_time: 642.2959594727, propagate_backward_time: 987.6095581055, weight_update_time: 1.3050035238, other_time: 18.6500244141
epoch time: 143.2448425293s, input_fired_time: 2.4164350033, output_fired_time: 0.0000000000, propagate_forward_time: 137.4114837646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4169311523
validation[          , genome 17814] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       292.10770, best error:       286.09598 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1586.8282470703s, input_fired_time: 19.1609191895, output_fired_time: 18.5849151611, propagate_forward_time: 598.5393676758, propagate_backward_time: 932.6027832031, weight_update_time: 1.5162137747, other_time: 17.9402465820
epoch time: 125.7150497437s, input_fired_time: 2.1022751331, output_fired_time: 0.0000000000, propagate_forward_time: 119.4604339600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1523437500
validation[          , genome 17814] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       290.64435, best error:       286.09598 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1686.5292968750s, input_fired_time: 20.2776069641, output_fired_time: 19.3798332214, propagate_forward_time: 638.4451904297, propagate_backward_time: 988.5006713867, weight_update_time: 1.9164990187, other_time: 19.9259643555
epoch time: 123.8869628906s, input_fired_time: 2.2561752796, output_fired_time: 0.0000000000, propagate_forward_time: 117.9261932373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7045974731
validation[          , genome 17814] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       296.69803, best error:       286.09598 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1580.9370117188s, input_fired_time: 19.4014987946, output_fired_time: 17.2360725403, propagate_forward_time: 599.6140136719, propagate_backward_time: 925.3270874023, weight_update_time: 2.0977170467, other_time: 19.3583374023
epoch time: 125.1231460571s, input_fired_time: 2.3997881413, output_fired_time: 0.0000000000, propagate_forward_time: 119.5520401001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1713180542
validation[          , genome 17814] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       288.14667, best error:       286.09598 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1621.3651123047s, input_fired_time: 19.7603244781, output_fired_time: 16.4928989410, propagate_forward_time: 617.7922973633, propagate_backward_time: 948.9969482422, weight_update_time: 1.3316861391, other_time: 18.3225708008
epoch time: 125.3454895020s, input_fired_time: 2.0915007591, output_fired_time: 0.0000000000, propagate_forward_time: 120.3143692017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9396209717
validation[          , genome 17814] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       295.30548, best error:       286.09598 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1644.0096435547s, input_fired_time: 18.7875385284, output_fired_time: 17.5535049438, propagate_forward_time: 620.8170776367, propagate_backward_time: 968.7529296875, weight_update_time: 2.0816867352, other_time: 18.0985717773
epoch time: 126.3327407837s, input_fired_time: 3.0726044178, output_fired_time: 0.0000000000, propagate_forward_time: 120.0218353271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2383041382
validation[          , genome 17814] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       301.53577, best error:       286.09598 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1567.2760009766s, input_fired_time: 18.3769054413, output_fired_time: 16.2734432220, propagate_forward_time: 590.8291625977, propagate_backward_time: 924.6854858398, weight_update_time: 1.6605072021, other_time: 17.1109619141
epoch time: 122.7896499634s, input_fired_time: 2.1869909763, output_fired_time: 0.0000000000, propagate_forward_time: 117.1671295166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4355316162
validation[          , genome 17814] predictions:    9914/  10000 (99.14%), best:    9911/10000 (99.11%), error:       292.98474, best error:       286.09598 on epoch:    93, 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: 630.0821533203s, input_fired_time: 12.2420749664, output_fired_time: 0.0000000000, propagate_forward_time: 601.8465576172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.9935302734
best training[          , genome 17814] predictions:   50000/  50000 (100.00%), best:    9911/10000 (99.11%), error:        83.76313, best error:       286.09598 on epoch:    93, 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: 126.6748352051s, input_fired_time: 2.6535050869, output_fired_time: 0.0000000000, propagate_forward_time: 121.0375518799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9837799072
   testing[          , genome 17814] predictions:    9918/  10000 (99.18%), best:    9911/10000 (99.11%), error:       236.00742, best error:       286.09598 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:08:45 (6616): called boinc_finish(0)

</stderr_txt>
]]>