Nameexact_genome_1512568488_44_7064_0
Workunit2606672
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:38 UTC
Report deadline23 Dec 2017, 19:16:57 UTC
Received8 Dec 2017, 16:43:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time8 hours 40 min 30 sec
CPU time8 hours 24 min 33 sec
Validate stateValid
Credit3,952.66
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.34 MB
Peak swap size162.21 MB
Peak disk usage2.45 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 281.1182556152s, input_fired_time: 3.6168074608, output_fired_time: 3.5311622620, propagate_forward_time: 106.1191024780, propagate_backward_time: 163.0204315186, weight_update_time: 0.2356754839, other_time: 4.8307342529
epoch time: 22.3178844452s, input_fired_time: 0.4337270558, output_fired_time: 0.0000000000, propagate_forward_time: 21.0008525848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8833045959
validation[          , genome  7064] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       802.10510, best error:       751.82587 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 281.2576904297s, input_fired_time: 3.6571371555, output_fired_time: 3.5491838455, propagate_forward_time: 106.2321472168, propagate_backward_time: 162.9387664795, weight_update_time: 0.2361998260, other_time: 4.8804473877
epoch time: 22.7943019867s, input_fired_time: 0.4478188455, output_fired_time: 0.0000000000, propagate_forward_time: 21.4387321472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077510834
validation[          , genome  7064] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       741.63788, best error:       741.63788 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 280.5451049805s, input_fired_time: 3.6005136967, output_fired_time: 3.5296738148, propagate_forward_time: 105.9754638672, propagate_backward_time: 162.5649566650, weight_update_time: 0.2321642190, other_time: 4.8744964600
epoch time: 22.5775108337s, input_fired_time: 0.4474675655, output_fired_time: 0.0000000000, propagate_forward_time: 21.2318801880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981628418
validation[          , genome  7064] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       699.30341, best error:       699.30341 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 281.2416381836s, input_fired_time: 3.5932047367, output_fired_time: 3.5628709793, propagate_forward_time: 106.1398773193, propagate_backward_time: 163.0799865723, weight_update_time: 0.2322430164, other_time: 4.8657073975
epoch time: 22.4839820862s, input_fired_time: 0.4394701719, output_fired_time: 0.0000000000, propagate_forward_time: 21.1332588196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9112529755
validation[          , genome  7064] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       793.95691, best error:       699.30341 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 281.0343933105s, input_fired_time: 3.5973641872, output_fired_time: 3.5258545876, propagate_forward_time: 106.1053314209, propagate_backward_time: 162.9120330811, weight_update_time: 0.2331568897, other_time: 4.8938293457
epoch time: 22.5741729736s, input_fired_time: 0.4481428564, output_fired_time: 0.0000000000, propagate_forward_time: 21.2264328003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8995971680
validation[          , genome  7064] predictions:    9757/  10000 (97.57%), best:    9792/10000 (97.92%), error:       782.93768, best error:       699.30341 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 282.4853515625s, input_fired_time: 3.6480493546, output_fired_time: 3.5929219723, propagate_forward_time: 106.7554931641, propagate_backward_time: 163.5940704346, weight_update_time: 0.2363886833, other_time: 4.8948211670
epoch time: 22.8822383881s, input_fired_time: 0.4681043029, output_fired_time: 0.0000000000, propagate_forward_time: 21.5058002472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9083347321
validation[          , genome  7064] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       813.92188, best error:       699.30341 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 282.0691833496s, input_fired_time: 3.6208565235, output_fired_time: 3.5663471222, propagate_forward_time: 106.5774688721, propagate_backward_time: 163.3360748291, weight_update_time: 0.2337068319, other_time: 4.9684448242
epoch time: 22.8355369568s, input_fired_time: 0.4515441656, output_fired_time: 0.0000000000, propagate_forward_time: 21.4660587311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9179344177
validation[          , genome  7064] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       674.10162, best error:       674.10162 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 281.8660888672s, input_fired_time: 3.6068913937, output_fired_time: 3.5525786877, propagate_forward_time: 106.5052719116, propagate_backward_time: 163.2987213135, weight_update_time: 0.2447303236, other_time: 4.9026031494
epoch time: 22.6195011139s, input_fired_time: 0.4487510622, output_fired_time: 0.0000000000, propagate_forward_time: 21.2484016418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9223480225
validation[          , genome  7064] predictions:    9748/  10000 (97.48%), best:    9804/10000 (98.04%), error:       820.06305, best error:       674.10162 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 283.6175231934s, input_fired_time: 3.6114296913, output_fired_time: 3.5170781612, propagate_forward_time: 107.4461898804, propagate_backward_time: 164.0556182861, weight_update_time: 0.2361520827, other_time: 4.9871978760
epoch time: 22.2548503876s, input_fired_time: 0.4451365173, output_fired_time: 0.0000000000, propagate_forward_time: 20.9132461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8964672089
validation[          , genome  7064] predictions:    9810/  10000 (98.10%), best:    9804/10000 (98.04%), error:       675.87366, best error:       674.10162 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 281.8966064453s, input_fired_time: 3.6251215935, output_fired_time: 3.5203514099, propagate_forward_time: 106.8619766235, propagate_backward_time: 162.9834747314, weight_update_time: 0.2497981191, other_time: 4.9056854248
epoch time: 22.7111454010s, input_fired_time: 0.4497296810, output_fired_time: 0.0000000000, propagate_forward_time: 21.3330955505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9283199310
validation[          , genome  7064] predictions:    9714/  10000 (97.14%), best:    9804/10000 (98.04%), error:       917.84698, best error:       674.10162 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 282.2079467773s, input_fired_time: 3.6305253506, output_fired_time: 3.5213491917, propagate_forward_time: 106.6718826294, propagate_backward_time: 163.4915008545, weight_update_time: 0.2364599556, other_time: 4.8926849365
epoch time: 22.4066448212s, input_fired_time: 0.4413404763, output_fired_time: 0.0000000000, propagate_forward_time: 21.0733814240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8919219971
validation[          , genome  7064] predictions:    9773/  10000 (97.73%), best:    9804/10000 (98.04%), error:       739.82983, best error:       674.10162 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 279.1889038086s, input_fired_time: 3.6057069302, output_fired_time: 3.5179712772, propagate_forward_time: 105.5336532593, propagate_backward_time: 161.6702575684, weight_update_time: 0.2321775109, other_time: 4.8612976074
epoch time: 22.7113533020s, input_fired_time: 0.4489641190, output_fired_time: 0.0000000000, propagate_forward_time: 21.3552799225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9071102142
validation[          , genome  7064] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       657.04779, best error:       657.04779 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 282.9627380371s, input_fired_time: 3.6585495472, output_fired_time: 3.5702831745, propagate_forward_time: 106.6975021362, propagate_backward_time: 163.9583740234, weight_update_time: 0.2339638770, other_time: 5.0780334473
epoch time: 22.4810314178s, input_fired_time: 0.4462439120, output_fired_time: 0.0000000000, propagate_forward_time: 21.1371688843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8976192474
validation[          , genome  7064] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       659.18140, best error:       657.04779 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 283.5653991699s, input_fired_time: 3.6292631626, output_fired_time: 3.5329992771, propagate_forward_time: 107.3262557983, propagate_backward_time: 164.1010284424, weight_update_time: 0.2356759757, other_time: 4.9758453369
epoch time: 22.6633548737s, input_fired_time: 0.4478664398, output_fired_time: 0.0000000000, propagate_forward_time: 21.3116016388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9038867950
validation[          , genome  7064] predictions:    9760/  10000 (97.60%), best:    9809/10000 (98.09%), error:       750.19714, best error:       657.04779 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 281.0532836914s, input_fired_time: 3.6405074596, output_fired_time: 3.5459907055, propagate_forward_time: 106.0749435425, propagate_backward_time: 162.8780212402, weight_update_time: 0.2336592376, other_time: 4.9138183594
epoch time: 22.9786491394s, input_fired_time: 0.4827817380, output_fired_time: 0.0000000000, propagate_forward_time: 21.5786190033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9172477722
validation[          , genome  7064] predictions:    9779/  10000 (97.79%), best:    9809/10000 (98.09%), error:       722.17657, best error:       657.04779 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 283.2627868652s, input_fired_time: 3.6269905567, output_fired_time: 3.5264890194, propagate_forward_time: 107.0367279053, propagate_backward_time: 164.1319274902, weight_update_time: 0.2353702635, other_time: 4.9406585693
epoch time: 22.8059577942s, input_fired_time: 0.4522552788, output_fired_time: 0.0000000000, propagate_forward_time: 21.4252510071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9284515381
validation[          , genome  7064] predictions:    9767/  10000 (97.67%), best:    9809/10000 (98.09%), error:       760.84296, best error:       657.04779 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 282.8263549805s, input_fired_time: 3.6318192482, output_fired_time: 3.5420482159, propagate_forward_time: 106.8872833252, propagate_backward_time: 163.7875518799, weight_update_time: 0.2346406877, other_time: 4.9776611328
epoch time: 22.5490741730s, input_fired_time: 0.4424166083, output_fired_time: 0.0000000000, propagate_forward_time: 21.2107715607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8958854675
validation[          , genome  7064] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       701.56946, best error:       657.04779 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 282.5750427246s, input_fired_time: 3.6155307293, output_fired_time: 3.5638949871, propagate_forward_time: 106.9085998535, propagate_backward_time: 163.5623321533, weight_update_time: 0.2502529621, other_time: 4.9246673584
epoch time: 22.2511177063s, input_fired_time: 0.4445522428, output_fired_time: 0.0000000000, propagate_forward_time: 20.9056282043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9009380341
validation[          , genome  7064] predictions:    9766/  10000 (97.66%), best:    9809/10000 (98.09%), error:       738.25446, best error:       657.04779 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 282.3725585938s, input_fired_time: 3.6506972313, output_fired_time: 3.5580635071, propagate_forward_time: 106.7701339722, propagate_backward_time: 163.4805755615, weight_update_time: 0.2362131178, other_time: 4.9130706787
epoch time: 22.2863636017s, input_fired_time: 0.4465905428, output_fired_time: 0.0000000000, propagate_forward_time: 20.9357337952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9040393829
validation[          , genome  7064] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       633.35541, best error:       633.35541 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 283.1681823730s, input_fired_time: 3.6884925365, output_fired_time: 3.5671718121, propagate_forward_time: 106.9133682251, propagate_backward_time: 164.0368499756, weight_update_time: 0.2382165641, other_time: 4.9622955322
epoch time: 22.4595603943s, input_fired_time: 0.4475884438, output_fired_time: 0.0000000000, propagate_forward_time: 21.1066303253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9053421021
validation[          , genome  7064] predictions:    9742/  10000 (97.42%), best:    9815/10000 (98.15%), error:       855.37793, best error:       633.35541 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 281.3063049316s, input_fired_time: 3.6279242039, output_fired_time: 3.5036885738, propagate_forward_time: 106.2859573364, propagate_backward_time: 162.9484558105, weight_update_time: 0.2365419120, other_time: 4.9402770996
epoch time: 22.6246070862s, input_fired_time: 0.4430167973, output_fired_time: 0.0000000000, propagate_forward_time: 21.2702007294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9113903046
validation[          , genome  7064] predictions:    9762/  10000 (97.62%), best:    9815/10000 (98.15%), error:       784.09906, best error:       633.35541 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 283.7709350586s, input_fired_time: 3.6128022671, output_fired_time: 3.5354967117, propagate_forward_time: 107.3800811768, propagate_backward_time: 164.2945251465, weight_update_time: 0.2336290032, other_time: 4.9480438232
epoch time: 22.7144584656s, input_fired_time: 0.4461112022, output_fired_time: 0.0000000000, propagate_forward_time: 21.3672332764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9011135101
validation[          , genome  7064] predictions:    9771/  10000 (97.71%), best:    9815/10000 (98.15%), error:       731.79407, best error:       633.35541 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 283.2870788574s, input_fired_time: 3.6289775372, output_fired_time: 3.5487511158, propagate_forward_time: 107.0869598389, propagate_backward_time: 164.0815887451, weight_update_time: 0.2344948053, other_time: 4.9408264160
epoch time: 22.7074451447s, input_fired_time: 0.4517443180, output_fired_time: 0.0000000000, propagate_forward_time: 21.3582077026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8974933624
validation[          , genome  7064] predictions:    9807/  10000 (98.07%), best:    9815/10000 (98.15%), error:       666.48792, best error:       633.35541 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 282.7219543457s, input_fired_time: 3.6359465122, output_fired_time: 3.5504124165, propagate_forward_time: 106.7980575562, propagate_backward_time: 163.8412170410, weight_update_time: 0.2336796820, other_time: 4.8963012695
epoch time: 22.8864021301s, input_fired_time: 0.4569308758, output_fired_time: 0.0000000000, propagate_forward_time: 21.5386619568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8908100128
validation[          , genome  7064] predictions:    9791/  10000 (97.91%), best:    9815/10000 (98.15%), error:       694.32471, best error:       633.35541 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 280.8927917480s, input_fired_time: 3.6385490894, output_fired_time: 3.5120949745, propagate_forward_time: 106.0334396362, propagate_backward_time: 162.7855377197, weight_update_time: 0.2353339642, other_time: 4.9231719971
epoch time: 22.4536876678s, input_fired_time: 0.4483205080, output_fired_time: 0.0000000000, propagate_forward_time: 21.1157951355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8895721436
validation[          , genome  7064] predictions:    9779/  10000 (97.79%), best:    9815/10000 (98.15%), error:       758.28656, best error:       633.35541 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 283.8785095215s, input_fired_time: 3.6862282753, output_fired_time: 3.5509712696, propagate_forward_time: 107.3285293579, propagate_backward_time: 164.3835449219, weight_update_time: 0.2346883416, other_time: 4.9292602539
epoch time: 22.3360233307s, input_fired_time: 0.4443853199, output_fired_time: 0.0000000000, propagate_forward_time: 21.0006752014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8909626007
validation[          , genome  7064] predictions:    9770/  10000 (97.70%), best:    9815/10000 (98.15%), error:       731.34430, best error:       633.35541 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 281.5768127441s, input_fired_time: 3.6165266037, output_fired_time: 3.5678143501, propagate_forward_time: 106.4452209473, propagate_backward_time: 163.0752868652, weight_update_time: 0.2334907204, other_time: 4.8719787598
epoch time: 22.4812908173s, input_fired_time: 0.4446085095, output_fired_time: 0.0000000000, propagate_forward_time: 21.1136245728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9230575562
validation[          , genome  7064] predictions:    9794/  10000 (97.94%), best:    9815/10000 (98.15%), error:       682.99359, best error:       633.35541 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 281.1849975586s, input_fired_time: 3.6389398575, output_fired_time: 3.5147802830, propagate_forward_time: 106.3605728149, propagate_backward_time: 162.8099670410, weight_update_time: 0.2343268245, other_time: 4.8607482910
epoch time: 22.6076583862s, input_fired_time: 0.4500863850, output_fired_time: 0.0000000000, propagate_forward_time: 21.2623977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8951740265
validation[          , genome  7064] predictions:    9804/  10000 (98.04%), best:    9815/10000 (98.15%), error:       640.23395, best error:       633.35541 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 281.8067321777s, input_fired_time: 3.6111109257, output_fired_time: 3.6583218575, propagate_forward_time: 106.4569473267, propagate_backward_time: 163.1888122559, weight_update_time: 0.2349295467, other_time: 4.8915405273
epoch time: 22.2990741730s, input_fired_time: 0.4435195029, output_fired_time: 0.0000000000, propagate_forward_time: 20.9408187866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9147357941
validation[          , genome  7064] predictions:    9786/  10000 (97.86%), best:    9815/10000 (98.15%), error:       685.44635, best error:       633.35541 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 282.0424804688s, input_fired_time: 3.6661510468, output_fired_time: 3.5297303200, propagate_forward_time: 106.6573028564, propagate_backward_time: 163.2606048584, weight_update_time: 0.2430533469, other_time: 4.9287109375
epoch time: 22.4561290741s, input_fired_time: 0.4456008077, output_fired_time: 0.0000000000, propagate_forward_time: 21.1015796661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9089488983
validation[          , genome  7064] predictions:    9793/  10000 (97.93%), best:    9815/10000 (98.15%), error:       645.11749, best error:       633.35541 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 282.1933288574s, input_fired_time: 3.6914305687, output_fired_time: 3.5078797340, propagate_forward_time: 106.5111465454, propagate_backward_time: 163.5612792969, weight_update_time: 0.2357861698, other_time: 4.9216003418
epoch time: 22.9567813873s, input_fired_time: 0.4522178471, output_fired_time: 0.0000000000, propagate_forward_time: 21.5908718109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9136924744
validation[          , genome  7064] predictions:    9790/  10000 (97.90%), best:    9815/10000 (98.15%), error:       697.49567, best error:       633.35541 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 279.6974182129s, input_fired_time: 3.6615567207, output_fired_time: 3.4973230362, propagate_forward_time: 105.5161590576, propagate_backward_time: 162.1401977539, weight_update_time: 0.2341220975, other_time: 4.8821868896
epoch time: 23.5475120544s, input_fired_time: 0.5147038698, output_fired_time: 0.0000000000, propagate_forward_time: 22.1278362274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049720764
validation[          , genome  7064] predictions:    9788/  10000 (97.88%), best:    9815/10000 (98.15%), error:       728.18811, best error:       633.35541 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 282.6025085449s, input_fired_time: 3.6590602398, output_fired_time: 3.5587677956, propagate_forward_time: 106.8208312988, propagate_backward_time: 163.6197814941, weight_update_time: 0.2429372519, other_time: 4.9440612793
epoch time: 22.5933589935s, input_fired_time: 0.4491171539, output_fired_time: 0.0000000000, propagate_forward_time: 21.2410163879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9032249451
validation[          , genome  7064] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       621.84955, best error:       621.84955 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 281.6088867188s, input_fired_time: 3.6256999969, output_fired_time: 3.5181627274, propagate_forward_time: 106.3257675171, propagate_backward_time: 163.2297058105, weight_update_time: 0.2340749651, other_time: 4.9095458984
epoch time: 22.9159221649s, input_fired_time: 0.4497781992, output_fired_time: 0.0000000000, propagate_forward_time: 21.5595684052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9065761566
validation[          , genome  7064] predictions:    9763/  10000 (97.63%), best:    9818/10000 (98.18%), error:       786.05780, best error:       621.84955 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 282.9758911133s, input_fired_time: 3.7813124657, output_fired_time: 3.5435459614, propagate_forward_time: 106.9723663330, propagate_backward_time: 163.7311706543, weight_update_time: 0.2348480672, other_time: 4.9474945068
epoch time: 22.6136341095s, input_fired_time: 0.4493753016, output_fired_time: 0.0000000000, propagate_forward_time: 21.2608833313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9033756256
validation[          , genome  7064] predictions:    9754/  10000 (97.54%), best:    9818/10000 (98.18%), error:       815.20123, best error:       621.84955 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 280.7584228516s, input_fired_time: 3.6291074753, output_fired_time: 3.5405986309, propagate_forward_time: 105.9816055298, propagate_backward_time: 162.6982574463, weight_update_time: 0.2349653095, other_time: 4.9088592529
epoch time: 22.5801124573s, input_fired_time: 0.4532848597, output_fired_time: 0.0000000000, propagate_forward_time: 21.2187042236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9081230164
validation[          , genome  7064] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       697.43939, best error:       621.84955 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 280.0888061523s, input_fired_time: 3.6572716236, output_fired_time: 3.4996778965, propagate_forward_time: 105.8195571899, propagate_backward_time: 162.1720428467, weight_update_time: 0.2360554487, other_time: 4.9402923584
epoch time: 22.6971855164s, input_fired_time: 0.4479154348, output_fired_time: 0.0000000000, propagate_forward_time: 21.3406848907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9085845947
validation[          , genome  7064] predictions:    9719/  10000 (97.19%), best:    9818/10000 (98.18%), error:       862.54419, best error:       621.84955 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 279.7362670898s, input_fired_time: 3.6361329556, output_fired_time: 3.5128860474, propagate_forward_time: 105.8217391968, propagate_backward_time: 161.7994995117, weight_update_time: 0.2328681350, other_time: 4.9660034180
epoch time: 22.4180965424s, input_fired_time: 0.4509753585, output_fired_time: 0.0000000000, propagate_forward_time: 21.0726394653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8944816589
validation[          , genome  7064] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       667.48517, best error:       621.84955 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 282.2442626953s, input_fired_time: 3.6595561504, output_fired_time: 3.5848686695, propagate_forward_time: 106.5060424805, propagate_backward_time: 163.5078887939, weight_update_time: 0.2821777165, other_time: 4.9859161377
epoch time: 22.3284549713s, input_fired_time: 0.4508641660, output_fired_time: 0.0000000000, propagate_forward_time: 20.9859180450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8916721344
validation[          , genome  7064] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       668.66022, best error:       621.84955 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 281.9514160156s, input_fired_time: 3.6681091785, output_fired_time: 3.5780451298, propagate_forward_time: 106.4202346802, propagate_backward_time: 163.3495635986, weight_update_time: 0.2440344989, other_time: 4.9354705811
epoch time: 22.1132888794s, input_fired_time: 0.4426875114, output_fired_time: 0.0000000000, propagate_forward_time: 20.7671833038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9034175873
validation[          , genome  7064] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       618.93884, best error:       618.93884 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 281.8427124023s, input_fired_time: 3.6497297287, output_fired_time: 3.5251166821, propagate_forward_time: 106.3106155396, propagate_backward_time: 163.3355407715, weight_update_time: 0.2368992120, other_time: 5.0217285156
epoch time: 22.8550662994s, input_fired_time: 0.4528589249, output_fired_time: 0.0000000000, propagate_forward_time: 21.4929256439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092807770
validation[          , genome  7064] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       590.81635, best error:       590.81635 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 280.5770874023s, input_fired_time: 3.6721277237, output_fired_time: 3.5111808777, propagate_forward_time: 105.9779129028, propagate_backward_time: 162.5089111328, weight_update_time: 0.2337764353, other_time: 4.9069824219
epoch time: 22.6575889587s, input_fired_time: 0.4575632215, output_fired_time: 0.0000000000, propagate_forward_time: 21.2807102203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9193153381
validation[          , genome  7064] predictions:    9813/  10000 (98.13%), best:    9840/10000 (98.40%), error:       652.68866, best error:       590.81635 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 277.9606323242s, input_fired_time: 3.6194269657, output_fired_time: 3.4889092445, propagate_forward_time: 104.9498214722, propagate_backward_time: 161.0297393799, weight_update_time: 0.2326597571, other_time: 4.8727264404
epoch time: 22.5760574341s, input_fired_time: 0.4494924545, output_fired_time: 0.0000000000, propagate_forward_time: 21.2338390350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8927249908
validation[          , genome  7064] predictions:    9800/  10000 (98.00%), best:    9840/10000 (98.40%), error:       692.09991, best error:       590.81635 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 281.1010742188s, input_fired_time: 3.6598408222, output_fired_time: 3.5508019924, propagate_forward_time: 106.1374130249, propagate_backward_time: 162.8569641113, weight_update_time: 0.2325804681, other_time: 4.8960266113
epoch time: 22.7412166595s, input_fired_time: 0.4525727034, output_fired_time: 0.0000000000, propagate_forward_time: 21.3429450989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9456996918
validation[          , genome  7064] predictions:    9799/  10000 (97.99%), best:    9840/10000 (98.40%), error:       656.91125, best error:       590.81635 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 280.8058776855s, input_fired_time: 3.7044134140, output_fired_time: 3.5128304958, propagate_forward_time: 106.0559921265, propagate_backward_time: 162.6520996094, weight_update_time: 0.2333781123, other_time: 4.8805541992
epoch time: 22.5739727020s, input_fired_time: 0.4516899884, output_fired_time: 0.0000000000, propagate_forward_time: 21.2123985291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9098834991
validation[          , genome  7064] predictions:    9786/  10000 (97.86%), best:    9840/10000 (98.40%), error:       716.93109, best error:       590.81635 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 281.6030578613s, input_fired_time: 3.6791346073, output_fired_time: 3.5254173279, propagate_forward_time: 106.2609405518, propagate_backward_time: 163.1567687988, weight_update_time: 0.2331584394, other_time: 4.9807891846
epoch time: 22.0977687836s, input_fired_time: 0.4453540146, output_fired_time: 0.0000000000, propagate_forward_time: 20.7669734955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8854408264
validation[          , genome  7064] predictions:    9787/  10000 (97.87%), best:    9840/10000 (98.40%), error:       718.27289, best error:       590.81635 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 282.2055053711s, input_fired_time: 3.6598823071, output_fired_time: 3.5873858929, propagate_forward_time: 106.7011947632, propagate_backward_time: 163.3124084473, weight_update_time: 0.2379053235, other_time: 4.9446411133
epoch time: 22.9065093994s, input_fired_time: 0.4720636010, output_fired_time: 0.0000000000, propagate_forward_time: 21.5069618225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9274845123
validation[          , genome  7064] predictions:    9777/  10000 (97.77%), best:    9840/10000 (98.40%), error:       728.61444, best error:       590.81635 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 279.7885131836s, input_fired_time: 3.6624534130, output_fired_time: 3.5204215050, propagate_forward_time: 105.5899047852, propagate_backward_time: 162.1038970947, weight_update_time: 0.2348937541, other_time: 4.9118499756
epoch time: 23.1068134308s, input_fired_time: 0.4969667494, output_fired_time: 0.0000000000, propagate_forward_time: 21.7065582275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9032878876
validation[          , genome  7064] predictions:    9803/  10000 (98.03%), best:    9840/10000 (98.40%), error:       696.58063, best error:       590.81635 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 281.9493713379s, input_fired_time: 3.6256556511, output_fired_time: 3.5447216034, propagate_forward_time: 106.3956069946, propagate_backward_time: 163.4954528809, weight_update_time: 0.2330356240, other_time: 4.8879699707
epoch time: 22.9531860352s, input_fired_time: 0.4890030026, output_fired_time: 0.0000000000, propagate_forward_time: 21.5437030792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9204807281
validation[          , genome  7064] predictions:    9799/  10000 (97.99%), best:    9840/10000 (98.40%), error:       698.26691, best error:       590.81635 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 279.4907531738s, input_fired_time: 3.6381134987, output_fired_time: 3.5257158279, propagate_forward_time: 105.4479446411, propagate_backward_time: 161.9772338867, weight_update_time: 0.2353304774, other_time: 4.9017333984
epoch time: 22.9523124695s, input_fired_time: 0.4507320523, output_fired_time: 0.0000000000, propagate_forward_time: 21.5848579407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9167232513
validation[          , genome  7064] predictions:    9792/  10000 (97.92%), best:    9840/10000 (98.40%), error:       666.61517, best error:       590.81635 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 283.0289916992s, input_fired_time: 3.6931798458, output_fired_time: 3.5290567875, propagate_forward_time: 107.1326522827, propagate_backward_time: 163.7636871338, weight_update_time: 0.2362627834, other_time: 4.9104156494
epoch time: 22.9953193665s, input_fired_time: 0.4541097283, output_fired_time: 0.0000000000, propagate_forward_time: 21.6196155548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9215946198
validation[          , genome  7064] predictions:    9815/  10000 (98.15%), best:    9840/10000 (98.40%), error:       641.98511, best error:       590.81635 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 279.9060668945s, input_fired_time: 3.6516900063, output_fired_time: 3.5284507275, propagate_forward_time: 105.7197570801, propagate_backward_time: 162.1219024658, weight_update_time: 0.2347938120, other_time: 4.8842620850
epoch time: 22.5449523926s, input_fired_time: 0.4572691917, output_fired_time: 0.0000000000, propagate_forward_time: 21.1788349152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9088478088
validation[          , genome  7064] predictions:    9791/  10000 (97.91%), best:    9840/10000 (98.40%), error:       710.29199, best error:       590.81635 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 280.5665588379s, input_fired_time: 3.6574039459, output_fired_time: 3.5089018345, propagate_forward_time: 105.9375534058, propagate_backward_time: 162.5400848389, weight_update_time: 0.2331993878, other_time: 4.9225921631
epoch time: 22.2391242981s, input_fired_time: 0.4503777027, output_fired_time: 0.0000000000, propagate_forward_time: 20.8928203583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8959255219
validation[          , genome  7064] predictions:    9812/  10000 (98.12%), best:    9840/10000 (98.40%), error:       617.07898, best error:       590.81635 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 284.9094543457s, input_fired_time: 3.6857531071, output_fired_time: 3.5432662964, propagate_forward_time: 107.4527969360, propagate_backward_time: 165.1837768555, weight_update_time: 0.2355705351, other_time: 5.0438537598
epoch time: 22.7858543396s, input_fired_time: 0.4600161612, output_fired_time: 0.0000000000, propagate_forward_time: 21.3973197937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9285182953
validation[          , genome  7064] predictions:    9802/  10000 (98.02%), best:    9840/10000 (98.40%), error:       687.97894, best error:       590.81635 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 282.0804748535s, input_fired_time: 3.7007668018, output_fired_time: 3.6018090248, propagate_forward_time: 106.6969985962, propagate_backward_time: 163.1132965088, weight_update_time: 0.2336279750, other_time: 4.9676055908
epoch time: 23.5110225677s, input_fired_time: 0.5116661191, output_fired_time: 0.0000000000, propagate_forward_time: 22.0900783539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092788696
validation[          , genome  7064] predictions:    9767/  10000 (97.67%), best:    9840/10000 (98.40%), error:       750.29956, best error:       590.81635 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 281.6686401367s, input_fired_time: 3.6428306103, output_fired_time: 3.5277502537, propagate_forward_time: 106.4509582520, propagate_backward_time: 163.1648406982, weight_update_time: 0.2329679877, other_time: 4.8822784424
epoch time: 24.1366367340s, input_fired_time: 0.4523458779, output_fired_time: 0.0000000000, propagate_forward_time: 22.7306594849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9536304474
validation[          , genome  7064] predictions:    9754/  10000 (97.54%), best:    9840/10000 (98.40%), error:       789.53998, best error:       590.81635 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 280.5254211426s, input_fired_time: 3.6547431946, output_fired_time: 3.5195920467, propagate_forward_time: 106.1648864746, propagate_backward_time: 162.2248229980, weight_update_time: 0.2332152575, other_time: 4.9613647461
epoch time: 23.0448093414s, input_fired_time: 0.4647936225, output_fired_time: 0.0000000000, propagate_forward_time: 21.6668357849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9131793976
validation[          , genome  7064] predictions:    9814/  10000 (98.14%), best:    9840/10000 (98.40%), error:       644.89844, best error:       590.81635 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 282.1293029785s, input_fired_time: 3.6869630814, output_fired_time: 3.5292470455, propagate_forward_time: 106.7611923218, propagate_backward_time: 163.2528686523, weight_update_time: 0.2329987586, other_time: 4.8990478516
epoch time: 22.6437702179s, input_fired_time: 0.4578027725, output_fired_time: 0.0000000000, propagate_forward_time: 21.2781772614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077892303
validation[          , genome  7064] predictions:    9795/  10000 (97.95%), best:    9840/10000 (98.40%), error:       685.86053, best error:       590.81635 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 283.5344238281s, input_fired_time: 3.7251596451, output_fired_time: 3.5370588303, propagate_forward_time: 107.0089950562, propagate_backward_time: 164.2717132568, weight_update_time: 0.2353176475, other_time: 4.9915008545
epoch time: 22.6528396606s, input_fired_time: 0.4597176313, output_fired_time: 0.0000000000, propagate_forward_time: 21.2841949463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9089279175
validation[          , genome  7064] predictions:    9802/  10000 (98.02%), best:    9840/10000 (98.40%), error:       694.69171, best error:       590.81635 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 283.4192199707s, input_fired_time: 3.6665987968, output_fired_time: 3.5560564995, propagate_forward_time: 107.1712799072, propagate_backward_time: 164.0792999268, weight_update_time: 0.2330852896, other_time: 4.9459838867
epoch time: 22.6923484802s, input_fired_time: 0.4538117349, output_fired_time: 0.0000000000, propagate_forward_time: 21.3128376007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256992340
validation[          , genome  7064] predictions:    9819/  10000 (98.19%), best:    9840/10000 (98.40%), error:       611.27203, best error:       590.81635 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 281.2229919434s, input_fired_time: 3.6763234138, output_fired_time: 3.5643367767, propagate_forward_time: 106.1791763306, propagate_backward_time: 162.8991546631, weight_update_time: 0.2341225743, other_time: 4.9040069580
epoch time: 22.6252346039s, input_fired_time: 0.4622151852, output_fired_time: 0.0000000000, propagate_forward_time: 21.2420616150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9209575653
validation[          , genome  7064] predictions:    9812/  10000 (98.12%), best:    9840/10000 (98.40%), error:       677.06732, best error:       590.81635 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 280.8766784668s, input_fired_time: 3.6634068489, output_fired_time: 3.5178811550, propagate_forward_time: 105.9728164673, propagate_backward_time: 162.8236541748, weight_update_time: 0.2338962555, other_time: 4.8989105225
epoch time: 22.8309440613s, input_fired_time: 0.4585199952, output_fired_time: 0.0000000000, propagate_forward_time: 21.4608402252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9115829468
validation[          , genome  7064] predictions:    9778/  10000 (97.78%), best:    9840/10000 (98.40%), error:       703.83954, best error:       590.81635 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 282.1152038574s, input_fired_time: 3.6837835312, output_fired_time: 3.5681040287, propagate_forward_time: 106.5682449341, propagate_backward_time: 163.3885192871, weight_update_time: 0.2331682146, other_time: 4.9065551758
epoch time: 22.8468093872s, input_fired_time: 0.4938015640, output_fired_time: 0.0000000000, propagate_forward_time: 21.4540157318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989925385
validation[          , genome  7064] predictions:    9789/  10000 (97.89%), best:    9840/10000 (98.40%), error:       730.79272, best error:       590.81635 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 281.1917114258s, input_fired_time: 3.6531965733, output_fired_time: 3.5329115391, propagate_forward_time: 106.1747894287, propagate_backward_time: 162.9568023682, weight_update_time: 0.2336100340, other_time: 4.8740234375
epoch time: 23.1059532166s, input_fired_time: 0.4599148333, output_fired_time: 0.0000000000, propagate_forward_time: 21.7318496704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141883850
validation[          , genome  7064] predictions:    9805/  10000 (98.05%), best:    9840/10000 (98.40%), error:       667.87646, best error:       590.81635 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 282.7297058105s, input_fired_time: 3.7250843048, output_fired_time: 3.5760688782, propagate_forward_time: 106.7370529175, propagate_backward_time: 163.7026367188, weight_update_time: 0.2346827090, other_time: 4.9888305664
epoch time: 21.6447315216s, input_fired_time: 0.4645283818, output_fired_time: 0.0000000000, propagate_forward_time: 20.3038578033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8763446808
validation[          , genome  7064] predictions:    9830/  10000 (98.30%), best:    9840/10000 (98.40%), error:       627.77490, best error:       590.81635 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 280.0667419434s, input_fired_time: 3.6421976089, output_fired_time: 3.5245165825, propagate_forward_time: 105.7515029907, propagate_backward_time: 162.2532653809, weight_update_time: 0.2338327616, other_time: 4.8952636719
epoch time: 22.7817382813s, input_fired_time: 0.4633211792, output_fired_time: 0.0000000000, propagate_forward_time: 21.4052791595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9131374359
validation[          , genome  7064] predictions:    9792/  10000 (97.92%), best:    9840/10000 (98.40%), error:       676.82233, best error:       590.81635 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 284.6543884277s, input_fired_time: 3.7248275280, output_fired_time: 3.5973412991, propagate_forward_time: 107.6500473022, propagate_backward_time: 164.7293395996, weight_update_time: 0.2405323684, other_time: 4.9528198242
epoch time: 22.3877372742s, input_fired_time: 0.4567767978, output_fired_time: 0.0000000000, propagate_forward_time: 21.0299720764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9009876251
validation[          , genome  7064] predictions:    9803/  10000 (98.03%), best:    9840/10000 (98.40%), error:       656.76947, best error:       590.81635 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 281.9841308594s, input_fired_time: 3.7140009403, output_fired_time: 3.5770928860, propagate_forward_time: 106.5130691528, propagate_backward_time: 163.2272949219, weight_update_time: 0.2335081100, other_time: 4.9526977539
epoch time: 22.2662162781s, input_fired_time: 0.4565351009, output_fired_time: 0.0000000000, propagate_forward_time: 20.9180221558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8916587830
validation[          , genome  7064] predictions:    9796/  10000 (97.96%), best:    9840/10000 (98.40%), error:       702.92065, best error:       590.81635 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 283.0139160156s, input_fired_time: 3.6983146667, output_fired_time: 3.5315365791, propagate_forward_time: 106.8608627319, propagate_backward_time: 163.9046478271, weight_update_time: 0.2372320145, other_time: 5.0185699463
epoch time: 22.7132892609s, input_fired_time: 0.4589214027, output_fired_time: 0.0000000000, propagate_forward_time: 21.3402748108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9140930176
validation[          , genome  7064] predictions:    9814/  10000 (98.14%), best:    9840/10000 (98.40%), error:       619.60004, best error:       590.81635 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 282.3201599121s, input_fired_time: 3.6980478764, output_fired_time: 3.5845468044, propagate_forward_time: 106.5549163818, propagate_backward_time: 163.5656890869, weight_update_time: 0.2363912612, other_time: 4.9169616699
epoch time: 22.6307888031s, input_fired_time: 0.4627209306, output_fired_time: 0.0000000000, propagate_forward_time: 21.2604370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9076309204
validation[          , genome  7064] predictions:    9765/  10000 (97.65%), best:    9840/10000 (98.40%), error:       760.92419, best error:       590.81635 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 283.4133605957s, input_fired_time: 3.7305040359, output_fired_time: 3.5351433754, propagate_forward_time: 107.1119918823, propagate_backward_time: 164.0785522461, weight_update_time: 0.2332147956, other_time: 4.9571533203
epoch time: 23.2173271179s, input_fired_time: 0.4595916867, output_fired_time: 0.0000000000, propagate_forward_time: 21.8497962952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9079399109
validation[          , genome  7064] predictions:    9818/  10000 (98.18%), best:    9840/10000 (98.40%), error:       671.09259, best error:       590.81635 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 281.9010009766s, input_fired_time: 3.6665999889, output_fired_time: 3.5528485775, propagate_forward_time: 106.4855575562, propagate_backward_time: 163.2110900879, weight_update_time: 0.2338097245, other_time: 4.9848937988
epoch time: 22.9264373779s, input_fired_time: 0.4648873806, output_fired_time: 0.0000000000, propagate_forward_time: 21.5556297302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9059200287
validation[          , genome  7064] predictions:    9807/  10000 (98.07%), best:    9840/10000 (98.40%), error:       626.66663, best error:       590.81635 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 282.0947570801s, input_fired_time: 3.6848378181, output_fired_time: 3.5323035717, propagate_forward_time: 106.8487243652, propagate_backward_time: 163.1283416748, weight_update_time: 0.2347682714, other_time: 4.9005279541
epoch time: 22.7744979858s, input_fired_time: 0.4596782029, output_fired_time: 0.0000000000, propagate_forward_time: 21.3920059204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9228134155
validation[          , genome  7064] predictions:    9835/  10000 (98.35%), best:    9840/10000 (98.40%), error:       620.05621, best error:       590.81635 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 282.1162414551s, input_fired_time: 3.7303583622, output_fired_time: 3.5155930519, propagate_forward_time: 106.6802978516, propagate_backward_time: 163.2876739502, weight_update_time: 0.2325938195, other_time: 4.9023284912
epoch time: 22.7667427063s, input_fired_time: 0.4628700018, output_fired_time: 0.0000000000, propagate_forward_time: 21.3698158264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9340572357
validation[          , genome  7064] predictions:    9838/  10000 (98.38%), best:    9840/10000 (98.40%), error:       595.30426, best error:       590.81635 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 282.8512573242s, input_fired_time: 3.7280931473, output_fired_time: 3.5861301422, propagate_forward_time: 106.9472885132, propagate_backward_time: 163.6923522949, weight_update_time: 0.2389031947, other_time: 4.8973999023
epoch time: 22.8290557861s, input_fired_time: 0.4556815326, output_fired_time: 0.0000000000, propagate_forward_time: 21.4579257965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9154491425
validation[          , genome  7064] predictions:    9800/  10000 (98.00%), best:    9840/10000 (98.40%), error:       655.23700, best error:       590.81635 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 283.2191162109s, input_fired_time: 3.7505736351, output_fired_time: 3.5935530663, propagate_forward_time: 107.0313415527, propagate_backward_time: 163.9112243652, weight_update_time: 0.2337282896, other_time: 4.9324035645
epoch time: 22.6742172241s, input_fired_time: 0.4556057751, output_fired_time: 0.0000000000, propagate_forward_time: 21.2988872528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9197235107
validation[          , genome  7064] predictions:    9756/  10000 (97.56%), best:    9840/10000 (98.40%), error:       803.78735, best error:       590.81635 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 283.8282470703s, input_fired_time: 3.7209863663, output_fired_time: 3.5632436275, propagate_forward_time: 107.0727844238, propagate_backward_time: 164.5453186035, weight_update_time: 0.2359949350, other_time: 4.9259338379
epoch time: 22.6700859070s, input_fired_time: 0.4605127573, output_fired_time: 0.0000000000, propagate_forward_time: 21.3036689758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9059047699
validation[          , genome  7064] predictions:    9823/  10000 (98.23%), best:    9840/10000 (98.40%), error:       665.57111, best error:       590.81635 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 281.6964111328s, input_fired_time: 3.6635446548, output_fired_time: 3.5882318020, propagate_forward_time: 106.3942947388, propagate_backward_time: 163.1321563721, weight_update_time: 0.2335198969, other_time: 4.9181976318
epoch time: 23.0621604919s, input_fired_time: 0.4739523232, output_fired_time: 0.0000000000, propagate_forward_time: 21.6364612579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9517459869
validation[          , genome  7064] predictions:    9791/  10000 (97.91%), best:    9840/10000 (98.40%), error:       718.30884, best error:       590.81635 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 279.8861999512s, input_fired_time: 3.7054343224, output_fired_time: 3.5182185173, propagate_forward_time: 105.8485565186, propagate_backward_time: 161.8629608154, weight_update_time: 0.2338082790, other_time: 4.9510192871
epoch time: 22.5904483795s, input_fired_time: 0.4618659019, output_fired_time: 0.0000000000, propagate_forward_time: 21.2450275421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8835544586
validation[          , genome  7064] predictions:    9827/  10000 (98.27%), best:    9840/10000 (98.40%), error:       669.07635, best error:       590.81635 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 281.3861083984s, input_fired_time: 3.7120833397, output_fired_time: 3.5789177418, propagate_forward_time: 106.4297027588, propagate_backward_time: 162.7902374268, weight_update_time: 0.2332740873, other_time: 4.8751525879
epoch time: 23.2686042786s, input_fired_time: 0.4622366726, output_fired_time: 0.0000000000, propagate_forward_time: 21.8904762268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9158916473
validation[          , genome  7064] predictions:    9783/  10000 (97.83%), best:    9840/10000 (98.40%), error:       712.24384, best error:       590.81635 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 283.1983032227s, input_fired_time: 3.6939399242, output_fired_time: 3.5481851101, propagate_forward_time: 106.8689422607, propagate_backward_time: 164.1195373535, weight_update_time: 0.2388801128, other_time: 4.9676971436
epoch time: 22.5946102142s, input_fired_time: 0.4583526552, output_fired_time: 0.0000000000, propagate_forward_time: 21.2488422394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8874149323
validation[          , genome  7064] predictions:    9778/  10000 (97.78%), best:    9840/10000 (98.40%), error:       791.12103, best error:       590.81635 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 283.6286315918s, input_fired_time: 3.7196316719, output_fired_time: 3.5890560150, propagate_forward_time: 107.2749710083, propagate_backward_time: 164.0459594727, weight_update_time: 0.2352121174, other_time: 4.9990234375
epoch time: 22.9417381287s, input_fired_time: 0.4613263905, output_fired_time: 0.0000000000, propagate_forward_time: 21.5706958771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097156525
validation[          , genome  7064] predictions:    9826/  10000 (98.26%), best:    9840/10000 (98.40%), error:       600.20764, best error:       590.81635 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 283.0316467285s, input_fired_time: 3.7264821529, output_fired_time: 3.6161997318, propagate_forward_time: 107.0294952393, propagate_backward_time: 163.7117614746, weight_update_time: 0.2351854891, other_time: 4.9477081299
epoch time: 22.6912136078s, input_fired_time: 0.4557189345, output_fired_time: 0.0000000000, propagate_forward_time: 21.3316001892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9038944244
validation[          , genome  7064] predictions:    9839/  10000 (98.39%), best:    9840/10000 (98.40%), error:       613.00793, best error:       590.81635 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 283.0751037598s, input_fired_time: 3.7064573765, output_fired_time: 3.5433423519, propagate_forward_time: 107.0383758545, propagate_backward_time: 163.8557281494, weight_update_time: 0.2366661876, other_time: 4.9312133789
epoch time: 22.7154083252s, input_fired_time: 0.4609188139, output_fired_time: 0.0000000000, propagate_forward_time: 21.3450260162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9094638824
validation[          , genome  7064] predictions:    9779/  10000 (97.79%), best:    9840/10000 (98.40%), error:       726.58423, best error:       590.81635 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 282.4576416016s, input_fired_time: 3.6972126961, output_fired_time: 3.5687897205, propagate_forward_time: 106.7812805176, propagate_backward_time: 163.4462127686, weight_update_time: 0.2372713536, other_time: 4.9641571045
epoch time: 22.6455059052s, input_fired_time: 0.4849863648, output_fired_time: 0.0000000000, propagate_forward_time: 21.2676887512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8928298950
validation[          , genome  7064] predictions:    9824/  10000 (98.24%), best:    9840/10000 (98.40%), error:       610.17151, best error:       590.81635 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 280.3573608398s, input_fired_time: 3.7387514114, output_fired_time: 3.5392308235, propagate_forward_time: 105.8931274414, propagate_backward_time: 162.2960968018, weight_update_time: 0.2359140813, other_time: 4.8901519775
epoch time: 24.6072025299s, input_fired_time: 0.4953303337, output_fired_time: 0.0000000000, propagate_forward_time: 23.0172100067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0946617126
validation[          , genome  7064] predictions:    9822/  10000 (98.22%), best:    9840/10000 (98.40%), error:       637.58221, best error:       590.81635 on epoch:    55, 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: 113.8729324341s, input_fired_time: 2.2929852009, output_fired_time: 0.0000000000, propagate_forward_time: 106.8910598755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6888885498
best training[          , genome  7064] predictions:   49739/  50000 (99.48%), best:    9840/10000 (98.40%), error:      1089.78137, best error:       590.81635 on epoch:    55, 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: 22.5432319641s, input_fired_time: 0.4501755238, output_fired_time: 0.0000000000, propagate_forward_time: 21.2006492615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924064636
   testing[          , genome  7064] predictions:    9833/  10000 (98.33%), best:    9840/10000 (98.40%), error:       539.66339, best error:       590.81635 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:41:29 (8544): called boinc_finish(0)

</stderr_txt>
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