Nameexact_genome_1508499903_23_13527_0
Workunit2258078
Created22 Oct 2017, 22:53:17 UTC
Sent22 Oct 2017, 23:51:02 UTC
Report deadline18 Dec 2017, 1:44:03 UTC
Received26 Oct 2017, 2:52:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 days 3 hours 45 min 4 sec
CPU time1 days 3 hours 44 min 54 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size179.07 MB
Peak swap size177.77 MB
Peak disk usage6.78 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
619018555
epoch time: 71.9717559814s, input_fired_time: 1.4631173611, output_fired_time: 0.0000000000, propagate_forward_time: 68.4949874878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0136489868
validation[          , genome 13527] predictions:    9839/  10000 (98.39%), best:    9863/10000 (98.63%), error:       548.77521, best error:       485.30496 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 912.5109863281s, input_fired_time: 11.8458414078, output_fired_time: 11.3770465851, propagate_forward_time: 345.5678100586, propagate_backward_time: 533.0352172852, weight_update_time: 0.8687511683, other_time: 10.6850585938
epoch time: 72.2136764526s, input_fired_time: 1.4384486675, output_fired_time: 0.0000000000, propagate_forward_time: 68.8651123047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9101181030
validation[          , genome 13527] predictions:    9833/  10000 (98.33%), best:    9863/10000 (98.63%), error:       545.73187, best error:       485.30496 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 912.3380126953s, input_fired_time: 11.8633632660, output_fired_time: 11.3694696426, propagate_forward_time: 345.4838562012, propagate_backward_time: 532.9007568359, weight_update_time: 0.8707107306, other_time: 10.7205810547
epoch time: 72.4513931274s, input_fired_time: 1.4523389339, output_fired_time: 0.0000000000, propagate_forward_time: 69.0901565552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9088973999
validation[          , genome 13527] predictions:    9829/  10000 (98.29%), best:    9863/10000 (98.63%), error:       573.21759, best error:       485.30496 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 912.2258911133s, input_fired_time: 11.9693822861, output_fired_time: 11.3429441452, propagate_forward_time: 345.7045288086, propagate_backward_time: 532.2992553711, weight_update_time: 0.8800562024, other_time: 10.9097900391
epoch time: 72.5208129883s, input_fired_time: 1.4736227989, output_fired_time: 0.0000000000, propagate_forward_time: 69.0405654907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0066223145
validation[          , genome 13527] predictions:    9829/  10000 (98.29%), best:    9863/10000 (98.63%), error:       531.17725, best error:       485.30496 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 913.5338134766s, input_fired_time: 12.1151227951, output_fired_time: 11.3730058670, propagate_forward_time: 345.7944335938, propagate_backward_time: 533.0657958984, weight_update_time: 0.8873801231, other_time: 11.1854858398
epoch time: 72.7839889526s, input_fired_time: 1.4745632410, output_fired_time: 0.0000000000, propagate_forward_time: 69.2967224121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0127029419
validation[          , genome 13527] predictions:    9809/  10000 (98.09%), best:    9863/10000 (98.63%), error:       657.44403, best error:       485.30496 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 911.3236083984s, input_fired_time: 11.8903989792, output_fired_time: 11.3245019913, propagate_forward_time: 345.4042358398, propagate_backward_time: 532.0036010742, weight_update_time: 0.8702102900, other_time: 10.7008666992
epoch time: 72.1464614868s, input_fired_time: 1.4467325211, output_fired_time: 0.0000000000, propagate_forward_time: 68.8011169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8986129761
validation[          , genome 13527] predictions:    9823/  10000 (98.23%), best:    9863/10000 (98.63%), error:       570.79443, best error:       485.30496 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 915.1744384766s, input_fired_time: 12.0995016098, output_fired_time: 11.3951759338, propagate_forward_time: 346.4807128906, propagate_backward_time: 534.1126098633, weight_update_time: 0.8887047172, other_time: 11.0864257813
epoch time: 72.7582931519s, input_fired_time: 1.4854158163, output_fired_time: 0.0000000000, propagate_forward_time: 69.2663040161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0065765381
validation[          , genome 13527] predictions:    9839/  10000 (98.39%), best:    9863/10000 (98.63%), error:       491.74033, best error:       485.30496 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 911.4738159180s, input_fired_time: 11.8703336716, output_fired_time: 11.3307743073, propagate_forward_time: 345.2515869141, propagate_backward_time: 532.3633422852, weight_update_time: 0.8651025891, other_time: 10.6577758789
epoch time: 72.1033401489s, input_fired_time: 1.4405336380, output_fired_time: 0.0000000000, propagate_forward_time: 68.7628555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8999481201
validation[          , genome 13527] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       457.79324, best error:       457.79324 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 913.3566894531s, input_fired_time: 12.0220317841, output_fired_time: 11.3800888062, propagate_forward_time: 345.8645019531, propagate_backward_time: 533.1315307617, weight_update_time: 0.8805264235, other_time: 10.9585571289
epoch time: 72.6063385010s, input_fired_time: 1.4804089069, output_fired_time: 0.0000000000, propagate_forward_time: 69.1135482788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0123825073
validation[          , genome 13527] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       405.90802, best error:       405.90802 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 907.2854614258s, input_fired_time: 11.9391717911, output_fired_time: 11.2614574432, propagate_forward_time: 343.8300170898, propagate_backward_time: 529.4349365234, weight_update_time: 0.8725601435, other_time: 10.8198852539
epoch time: 72.1929016113s, input_fired_time: 1.4448636770, output_fired_time: 0.0000000000, propagate_forward_time: 68.8398208618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9082183838
validation[          , genome 13527] predictions:    9874/  10000 (98.74%), best:    9868/10000 (98.68%), error:       410.39664, best error:       405.90802 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 912.3831787109s, input_fired_time: 11.9141368866, output_fired_time: 11.3392877579, propagate_forward_time: 345.9016723633, propagate_backward_time: 532.5082397461, weight_update_time: 0.8682801723, other_time: 10.7198486328
epoch time: 72.6457748413s, input_fired_time: 1.4647083282, output_fired_time: 0.0000000000, propagate_forward_time: 69.2611312866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9199371338
validation[          , genome 13527] predictions:    9844/  10000 (98.44%), best:    9868/10000 (98.68%), error:       517.00873, best error:       405.90802 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 912.1043701172s, input_fired_time: 11.9409904480, output_fired_time: 11.3682384491, propagate_forward_time: 345.4229431152, propagate_backward_time: 532.5563964844, weight_update_time: 0.8751177192, other_time: 10.8157958984
epoch time: 72.5586700439s, input_fired_time: 1.4622849226, output_fired_time: 0.0000000000, propagate_forward_time: 69.1891250610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9072570801
validation[          , genome 13527] predictions:    9850/  10000 (98.50%), best:    9868/10000 (98.68%), error:       512.47510, best error:       405.90802 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 912.7612915039s, input_fired_time: 12.0541706085, output_fired_time: 11.3616704941, propagate_forward_time: 345.6344299316, propagate_backward_time: 532.7134399414, weight_update_time: 0.8785570264, other_time: 10.9974975586
epoch time: 72.6093521118s, input_fired_time: 1.4508790970, output_fired_time: 0.0000000000, propagate_forward_time: 69.2527847290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9056854248
validation[          , genome 13527] predictions:    9852/  10000 (98.52%), best:    9868/10000 (98.68%), error:       456.64191, best error:       405.90802 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 910.0935058594s, input_fired_time: 11.8876361847, output_fired_time: 11.3259830475, propagate_forward_time: 344.8851928711, propagate_backward_time: 531.2641601563, weight_update_time: 0.8709474802, other_time: 10.7305297852
epoch time: 72.6413650513s, input_fired_time: 1.4656069279, output_fired_time: 0.0000000000, propagate_forward_time: 69.2439422607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9318161011
validation[          , genome 13527] predictions:    9866/  10000 (98.66%), best:    9868/10000 (98.68%), error:       459.39203, best error:       405.90802 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 911.1871948242s, input_fired_time: 11.8775529861, output_fired_time: 11.3824558258, propagate_forward_time: 344.9139099121, propagate_backward_time: 532.3514404297, weight_update_time: 0.8697497249, other_time: 10.6618652344
epoch time: 72.3426055908s, input_fired_time: 1.4506561756, output_fired_time: 0.0000000000, propagate_forward_time: 68.9994125366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8925399780
validation[          , genome 13527] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       434.91199, best error:       405.90802 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 911.4113769531s, input_fired_time: 12.1707897186, output_fired_time: 11.3463897705, propagate_forward_time: 345.2176513672, propagate_backward_time: 531.4660034180, weight_update_time: 0.8865693808, other_time: 11.2105712891
epoch time: 72.4165344238s, input_fired_time: 1.4769058228, output_fired_time: 0.0000000000, propagate_forward_time: 68.9328308105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0067977905
validation[          , genome 13527] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       497.57166, best error:       405.90802 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 911.1854858398s, input_fired_time: 11.8866539001, output_fired_time: 11.3310794830, propagate_forward_time: 345.0222473145, propagate_backward_time: 532.3089599609, weight_update_time: 0.8671625853, other_time: 10.6365966797
epoch time: 72.2616729736s, input_fired_time: 1.4544430971, output_fired_time: 0.0000000000, propagate_forward_time: 68.9110336304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8961944580
validation[          , genome 13527] predictions:    9850/  10000 (98.50%), best:    9868/10000 (98.68%), error:       479.92700, best error:       405.90802 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 908.7567749023s, input_fired_time: 11.9499988556, output_fired_time: 11.2899751663, propagate_forward_time: 344.0913391113, propagate_backward_time: 530.5926513672, weight_update_time: 0.8701358438, other_time: 10.8327636719
epoch time: 72.1913070679s, input_fired_time: 1.4470309019, output_fired_time: 0.0000000000, propagate_forward_time: 68.8333892822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108886719
validation[          , genome 13527] predictions:    9860/  10000 (98.60%), best:    9868/10000 (98.68%), error:       449.99796, best error:       405.90802 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 912.7390136719s, input_fired_time: 11.9677476883, output_fired_time: 11.3553094864, propagate_forward_time: 345.6308288574, propagate_backward_time: 532.9676513672, weight_update_time: 0.8760910630, other_time: 10.8175048828
epoch time: 72.5569763184s, input_fired_time: 1.4592779875, output_fired_time: 0.0000000000, propagate_forward_time: 69.1935729980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9041290283
validation[          , genome 13527] predictions:    9876/  10000 (98.76%), best:    9868/10000 (98.68%), error:       432.73087, best error:       405.90802 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 912.6831054688s, input_fired_time: 12.0154428482, output_fired_time: 11.3547849655, propagate_forward_time: 345.6785583496, propagate_backward_time: 532.7982788086, weight_update_time: 0.8770634532, other_time: 10.8359985352
epoch time: 72.7385864258s, input_fired_time: 1.4643998146, output_fired_time: 0.0000000000, propagate_forward_time: 69.3623428345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9118423462
validation[          , genome 13527] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       381.31052, best error:       381.31052 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 914.4990234375s, input_fired_time: 11.9714813232, output_fired_time: 11.3995952606, propagate_forward_time: 346.4381713867, propagate_backward_time: 533.9923706055, weight_update_time: 0.8752663136, other_time: 10.6973876953
epoch time: 72.6862487793s, input_fired_time: 1.4593837261, output_fired_time: 0.0000000000, propagate_forward_time: 69.3150024414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9118652344
validation[          , genome 13527] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       373.66980, best error:       373.66980 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 918.7265014648s, input_fired_time: 12.0106525421, output_fired_time: 11.4569063187, propagate_forward_time: 348.9555053711, propagate_backward_time: 535.6505126953, weight_update_time: 0.8804901838, other_time: 10.6528930664
epoch time: 72.3506927490s, input_fired_time: 1.4569233656, output_fired_time: 0.0000000000, propagate_forward_time: 68.9851608276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9086074829
validation[          , genome 13527] predictions:    9890/  10000 (98.90%), best:    9885/10000 (98.85%), error:       388.76572, best error:       373.66980 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 910.1727905273s, input_fired_time: 12.0606756210, output_fired_time: 11.3229389191, propagate_forward_time: 344.9073181152, propagate_backward_time: 530.9299316406, weight_update_time: 0.8768395185, other_time: 10.9519042969
epoch time: 72.2597427368s, input_fired_time: 1.4590806961, output_fired_time: 0.0000000000, propagate_forward_time: 68.8944320679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9062271118
validation[          , genome 13527] predictions:    9826/  10000 (98.26%), best:    9885/10000 (98.85%), error:       515.78766, best error:       373.66980 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 913.4512329102s, input_fired_time: 11.9943714142, output_fired_time: 11.3733758926, propagate_forward_time: 345.9895629883, propagate_backward_time: 533.2747192383, weight_update_time: 0.8727111816, other_time: 10.8192138672
epoch time: 72.7664947510s, input_fired_time: 1.4930174351, output_fired_time: 0.0000000000, propagate_forward_time: 69.2758712769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9976043701
validation[          , genome 13527] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       401.96942, best error:       373.66980 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 908.8549194336s, input_fired_time: 12.0766878128, output_fired_time: 11.3045930862, propagate_forward_time: 344.1143798828, propagate_backward_time: 530.2827758789, weight_update_time: 0.8835717440, other_time: 11.0765380859
epoch time: 72.3255386353s, input_fired_time: 1.4578766823, output_fired_time: 0.0000000000, propagate_forward_time: 68.9605102539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9071502686
validation[          , genome 13527] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       441.42007, best error:       373.66980 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 930.9098510742s, input_fired_time: 12.0928115845, output_fired_time: 11.6540279388, propagate_forward_time: 353.7576599121, propagate_backward_time: 542.9418334961, weight_update_time: 0.8954753280, other_time: 10.4634399414
epoch time: 72.5130386353s, input_fired_time: 1.4627531767, output_fired_time: 0.0000000000, propagate_forward_time: 69.1464538574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9038314819
validation[          , genome 13527] predictions:    9861/  10000 (98.61%), best:    9885/10000 (98.85%), error:       478.02249, best error:       373.66980 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 915.9739990234s, input_fired_time: 12.2311019897, output_fired_time: 11.4108943939, propagate_forward_time: 347.1056823730, propagate_backward_time: 534.0948486328, weight_update_time: 0.8934369087, other_time: 11.1314697266
epoch time: 72.4203567505s, input_fired_time: 1.4964436293, output_fired_time: 0.0000000000, propagate_forward_time: 68.9137420654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0101699829
validation[          , genome 13527] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       354.41858, best error:       354.41858 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 913.2491455078s, input_fired_time: 12.2202014923, output_fired_time: 11.3755722046, propagate_forward_time: 345.6600952148, propagate_backward_time: 532.7683105469, weight_update_time: 0.8907508254, other_time: 11.2249755859
epoch time: 72.7381973267s, input_fired_time: 1.4951460361, output_fired_time: 0.0000000000, propagate_forward_time: 69.2295074463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0135421753
validation[          , genome 13527] predictions:    9871/  10000 (98.71%), best:    9894/10000 (98.94%), error:       407.93799, best error:       354.41858 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 924.2150268555s, input_fired_time: 12.2393112183, output_fired_time: 11.5687637329, propagate_forward_time: 351.1302795410, propagate_backward_time: 538.3414916992, weight_update_time: 0.9007741809, other_time: 10.9351196289
epoch time: 72.2534332275s, input_fired_time: 1.4578719139, output_fired_time: 0.0000000000, propagate_forward_time: 68.8858718872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9096908569
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       341.92639, best error:       341.92639 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 910.1467285156s, input_fired_time: 11.9179277420, output_fired_time: 11.3288183212, propagate_forward_time: 344.7291870117, propagate_backward_time: 531.5108642578, weight_update_time: 0.8682645559, other_time: 10.6599731445
epoch time: 72.3923339844s, input_fired_time: 1.4615497589, output_fired_time: 0.0000000000, propagate_forward_time: 69.0341491699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8966369629
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       348.54977, best error:       341.92639 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 911.9398193359s, input_fired_time: 12.1632232666, output_fired_time: 11.3404664993, propagate_forward_time: 345.3221435547, propagate_backward_time: 532.0046386719, weight_update_time: 0.8847118020, other_time: 11.1093750000
epoch time: 72.5632171631s, input_fired_time: 1.4675960541, output_fired_time: 0.0000000000, propagate_forward_time: 69.1893844604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9062347412
validation[          , genome 13527] predictions:    9863/  10000 (98.63%), best:    9889/10000 (98.89%), error:       416.99185, best error:       341.92639 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 912.2310180664s, input_fired_time: 12.0656681061, output_fired_time: 11.3376932144, propagate_forward_time: 345.4435119629, propagate_backward_time: 532.4624633789, weight_update_time: 0.8754868507, other_time: 10.9216918945
epoch time: 72.2034835815s, input_fired_time: 1.4949073792, output_fired_time: 0.0000000000, propagate_forward_time: 68.7098083496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9987640381
validation[          , genome 13527] predictions:    9864/  10000 (98.64%), best:    9889/10000 (98.89%), error:       403.56949, best error:       341.92639 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 914.5546875000s, input_fired_time: 11.9828643799, output_fired_time: 11.4147338867, propagate_forward_time: 346.8233032227, propagate_backward_time: 533.6563720703, weight_update_time: 0.8753219247, other_time: 10.6774291992
epoch time: 72.1595535278s, input_fired_time: 1.4575278759, output_fired_time: 0.0000000000, propagate_forward_time: 68.7944335938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9075927734
validation[          , genome 13527] predictions:    9863/  10000 (98.63%), best:    9889/10000 (98.89%), error:       390.90067, best error:       341.92639 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 912.0317993164s, input_fired_time: 11.9640607834, output_fired_time: 11.3642997742, propagate_forward_time: 345.2355651855, propagate_backward_time: 532.7799072266, weight_update_time: 0.8679085970, other_time: 10.6879882813
epoch time: 72.3771972656s, input_fired_time: 1.4667425156, output_fired_time: 0.0000000000, propagate_forward_time: 69.0003890991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9100646973
validation[          , genome 13527] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       341.71896, best error:       341.71896 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 914.9566040039s, input_fired_time: 12.1872358322, output_fired_time: 11.4064493179, propagate_forward_time: 346.4044189453, propagate_backward_time: 533.8631591797, weight_update_time: 0.8871049881, other_time: 11.0953369141
epoch time: 72.6303558350s, input_fired_time: 1.4717669487, output_fired_time: 0.0000000000, propagate_forward_time: 69.2506484985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9079437256
validation[          , genome 13527] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       366.54120, best error:       341.71896 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 912.7874145508s, input_fired_time: 11.9550657272, output_fired_time: 11.3743686676, propagate_forward_time: 345.6526184082, propagate_backward_time: 533.1570434570, weight_update_time: 0.8685750365, other_time: 10.6482543945
epoch time: 72.4425582886s, input_fired_time: 1.4656263590, output_fired_time: 0.0000000000, propagate_forward_time: 69.0565185547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204101563
validation[          , genome 13527] predictions:    9865/  10000 (98.65%), best:    9892/10000 (98.92%), error:       401.26083, best error:       341.71896 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 909.8796997070s, input_fired_time: 11.9432916641, output_fired_time: 11.3171176910, propagate_forward_time: 344.9164733887, propagate_backward_time: 531.0219726563, weight_update_time: 0.8699405193, other_time: 10.6807861328
epoch time: 72.4817581177s, input_fired_time: 1.4706381559, output_fired_time: 0.0000000000, propagate_forward_time: 69.1087493896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9023742676
validation[          , genome 13527] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       391.38113, best error:       341.71896 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 911.4190673828s, input_fired_time: 12.0822544098, output_fired_time: 11.3482427597, propagate_forward_time: 345.1705627441, propagate_backward_time: 531.8984985352, weight_update_time: 0.8783739209, other_time: 10.9194946289
epoch time: 72.5861206055s, input_fired_time: 1.4686566591, output_fired_time: 0.0000000000, propagate_forward_time: 69.2081451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9093170166
validation[          , genome 13527] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       358.50714, best error:       341.71896 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 908.7054443359s, input_fired_time: 11.9515686035, output_fired_time: 11.3038921356, propagate_forward_time: 344.5328063965, propagate_backward_time: 530.2017822266, weight_update_time: 0.8653542995, other_time: 10.7154541016
epoch time: 72.1459426880s, input_fired_time: 1.4648109674, output_fired_time: 0.0000000000, propagate_forward_time: 68.7698364258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9112930298
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       351.82907, best error:       341.71896 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 909.1119995117s, input_fired_time: 11.9346466064, output_fired_time: 11.2965040207, propagate_forward_time: 344.6116027832, propagate_backward_time: 530.6093750000, weight_update_time: 0.8660258055, other_time: 10.6599121094
epoch time: 72.3400497437s, input_fired_time: 1.4702473879, output_fired_time: 0.0000000000, propagate_forward_time: 68.9579544067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9118499756
validation[          , genome 13527] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       337.62949, best error:       337.62949 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 910.6148681641s, input_fired_time: 12.0242233276, output_fired_time: 11.3402366638, propagate_forward_time: 344.9089050293, propagate_backward_time: 531.5598144531, weight_update_time: 0.8750823140, other_time: 10.7817382813
epoch time: 72.5028839111s, input_fired_time: 1.4955860376, output_fired_time: 0.0000000000, propagate_forward_time: 68.9956054688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0116958618
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       369.61221, best error:       337.62949 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 911.5548706055s, input_fired_time: 11.9594869614, output_fired_time: 11.3428325653, propagate_forward_time: 345.2723693848, propagate_backward_time: 532.3112182617, weight_update_time: 0.8708149195, other_time: 10.6690063477
epoch time: 72.4815521240s, input_fired_time: 1.4700433016, output_fired_time: 0.0000000000, propagate_forward_time: 69.0989151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9125900269
validation[          , genome 13527] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       362.45370, best error:       337.62949 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 913.7870483398s, input_fired_time: 11.9914894104, output_fired_time: 11.3931207657, propagate_forward_time: 346.0243225098, propagate_backward_time: 533.6617431641, weight_update_time: 0.8741816878, other_time: 10.7163085938
epoch time: 72.7763442993s, input_fired_time: 1.4914435148, output_fired_time: 0.0000000000, propagate_forward_time: 69.2870101929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9978942871
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       355.38403, best error:       337.62949 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 912.6713256836s, input_fired_time: 12.2248926163, output_fired_time: 11.3612813950, propagate_forward_time: 345.5607299805, propagate_backward_time: 532.3077392578, weight_update_time: 0.8895298243, other_time: 11.2166748047
epoch time: 72.4997863770s, input_fired_time: 1.5039162636, output_fired_time: 0.0000000000, propagate_forward_time: 68.9950256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0008468628
validation[          , genome 13527] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       378.98340, best error:       337.62949 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 909.2009277344s, input_fired_time: 12.2378101349, output_fired_time: 11.3186349869, propagate_forward_time: 344.2003479004, propagate_backward_time: 530.2333374023, weight_update_time: 0.8883171082, other_time: 11.2107543945
epoch time: 72.4305267334s, input_fired_time: 1.4953274727, output_fired_time: 0.0000000000, propagate_forward_time: 68.9229965210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0121994019
validation[          , genome 13527] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       369.11572, best error:       337.62949 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 906.4004516602s, input_fired_time: 11.9143247604, output_fired_time: 11.2662477493, propagate_forward_time: 343.4895629883, propagate_backward_time: 529.1297607422, weight_update_time: 0.8637924194, other_time: 10.6005859375
epoch time: 72.1062011719s, input_fired_time: 1.4623597860, output_fired_time: 0.0000000000, propagate_forward_time: 68.7457199097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8981246948
validation[          , genome 13527] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       324.25729, best error:       324.25729 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 910.3477783203s, input_fired_time: 12.1138372421, output_fired_time: 11.3404693604, propagate_forward_time: 344.7783508301, propagate_backward_time: 531.1049194336, weight_update_time: 0.8805649877, other_time: 11.0101928711
epoch time: 72.3571624756s, input_fired_time: 1.4842987061, output_fired_time: 0.0000000000, propagate_forward_time: 68.9172668457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9555969238
validation[          , genome 13527] predictions:    9911/  10000 (99.11%), best:    9900/10000 (99.00%), error:       329.60873, best error:       324.25729 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 909.3041381836s, input_fired_time: 12.1986598969, output_fired_time: 11.2834711075, propagate_forward_time: 344.0988769531, propagate_backward_time: 530.5505371094, weight_update_time: 0.8901517391, other_time: 11.1726074219
epoch time: 72.2559814453s, input_fired_time: 1.4971709251, output_fired_time: 0.0000000000, propagate_forward_time: 68.7578811646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0009307861
validation[          , genome 13527] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       349.09845, best error:       324.25729 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 908.8615112305s, input_fired_time: 12.1988735199, output_fired_time: 11.3231430054, propagate_forward_time: 344.1004943848, propagate_backward_time: 530.0415039063, weight_update_time: 0.8849406242, other_time: 11.1975097656
epoch time: 72.3950424194s, input_fired_time: 1.4973993301, output_fired_time: 0.0000000000, propagate_forward_time: 68.8894348145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0082092285
validation[          , genome 13527] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       326.90308, best error:       324.25729 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 913.4149169922s, input_fired_time: 11.9885368347, output_fired_time: 11.3842220306, propagate_forward_time: 345.9498901367, propagate_backward_time: 533.3925170898, weight_update_time: 0.8693529963, other_time: 10.6997680664
epoch time: 72.8935546875s, input_fired_time: 1.5018973351, output_fired_time: 0.0000000000, propagate_forward_time: 69.3841629028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0074920654
validation[          , genome 13527] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       328.76270, best error:       324.25729 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 913.6265258789s, input_fired_time: 12.0491971970, output_fired_time: 11.3810663223, propagate_forward_time: 345.9489746094, propagate_backward_time: 533.4425048828, weight_update_time: 0.8758728504, other_time: 10.8048095703
epoch time: 72.4057693481s, input_fired_time: 1.4991071224, output_fired_time: 0.0000000000, propagate_forward_time: 68.9003067017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0063552856
validation[          , genome 13527] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       346.06104, best error:       324.25729 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 912.5246582031s, input_fired_time: 12.2317743301, output_fired_time: 11.3722066879, propagate_forward_time: 345.1216735840, propagate_backward_time: 532.5937500000, weight_update_time: 0.8907174468, other_time: 11.2053222656
epoch time: 72.2343597412s, input_fired_time: 1.4701359272, output_fired_time: 0.0000000000, propagate_forward_time: 68.8575897217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9066314697
validation[          , genome 13527] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       345.74512, best error:       324.25729 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 910.9879150391s, input_fired_time: 11.9795227051, output_fired_time: 11.3422946930, propagate_forward_time: 345.1742248535, propagate_backward_time: 531.8243408203, weight_update_time: 0.8698150516, other_time: 10.6676025391
epoch time: 72.4556045532s, input_fired_time: 1.4780101776, output_fired_time: 0.0000000000, propagate_forward_time: 69.0457153320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9318771362
validation[          , genome 13527] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       324.45517, best error:       324.25729 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 911.6448974609s, input_fired_time: 12.0792312622, output_fired_time: 11.3801651001, propagate_forward_time: 345.0522460938, propagate_backward_time: 532.2593994141, weight_update_time: 0.8760933876, other_time: 10.8738403320
epoch time: 72.4517440796s, input_fired_time: 1.4989266396, output_fired_time: 0.0000000000, propagate_forward_time: 68.9464569092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0063629150
validation[          , genome 13527] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       342.54718, best error:       324.25729 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 911.3015136719s, input_fired_time: 11.9892368317, output_fired_time: 11.3336467743, propagate_forward_time: 345.1918945313, propagate_backward_time: 532.1151733398, weight_update_time: 0.8689083457, other_time: 10.6715698242
epoch time: 72.1145401001s, input_fired_time: 1.4626848698, output_fired_time: 0.0000000000, propagate_forward_time: 68.7425689697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9092864990
validation[          , genome 13527] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       342.80530, best error:       324.25729 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 912.2607421875s, input_fired_time: 12.1556215286, output_fired_time: 11.3623456955, propagate_forward_time: 345.4721374512, propagate_backward_time: 532.2368164063, weight_update_time: 0.8798795938, other_time: 11.0338134766
epoch time: 72.7695236206s, input_fired_time: 1.5028162003, output_fired_time: 0.0000000000, propagate_forward_time: 69.2502746582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0164337158
validation[          , genome 13527] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       365.41913, best error:       324.25729 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 906.8539428711s, input_fired_time: 11.9612579346, output_fired_time: 11.2821264267, propagate_forward_time: 343.6072998047, propagate_backward_time: 529.3652343750, weight_update_time: 0.8674842715, other_time: 10.6380615234
epoch time: 71.7766418457s, input_fired_time: 1.4661254883, output_fired_time: 0.0000000000, propagate_forward_time: 68.4200744629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8904418945
validation[          , genome 13527] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       335.08359, best error:       324.25729 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 913.3508300781s, input_fired_time: 12.0698480606, output_fired_time: 11.3734531403, propagate_forward_time: 346.0466613770, propagate_backward_time: 533.0073852539, weight_update_time: 0.8771591783, other_time: 10.8534545898
epoch time: 71.8287353516s, input_fired_time: 1.4665756226, output_fired_time: 0.0000000000, propagate_forward_time: 68.4355087280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9266510010
validation[          , genome 13527] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       349.36737, best error:       324.25729 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 910.1746215820s, input_fired_time: 11.9822196960, output_fired_time: 11.3079910278, propagate_forward_time: 344.9108581543, propagate_backward_time: 531.2691040039, weight_update_time: 0.8657117486, other_time: 10.7044067383
epoch time: 72.5866699219s, input_fired_time: 1.4732291698, output_fired_time: 0.0000000000, propagate_forward_time: 69.2084426880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9049987793
validation[          , genome 13527] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       329.72879, best error:       324.25729 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 908.4887084961s, input_fired_time: 12.1869277954, output_fired_time: 11.2855701447, propagate_forward_time: 344.0868835449, propagate_backward_time: 529.7316284180, weight_update_time: 0.8864714503, other_time: 11.1976928711
epoch time: 72.5900344849s, input_fired_time: 1.4806665182, output_fired_time: 0.0000000000, propagate_forward_time: 69.1714019775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9379653931
validation[          , genome 13527] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       343.01929, best error:       324.25729 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 911.9280395508s, input_fired_time: 12.0095462799, output_fired_time: 11.3497381210, propagate_forward_time: 345.3745117188, propagate_backward_time: 532.4854125977, weight_update_time: 0.8715403080, other_time: 10.7088623047
epoch time: 72.6647262573s, input_fired_time: 1.4745442867, output_fired_time: 0.0000000000, propagate_forward_time: 69.2804794312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9097061157
validation[          , genome 13527] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       339.97491, best error:       324.25729 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 909.7912597656s, input_fired_time: 12.0764646530, output_fired_time: 11.3272190094, propagate_forward_time: 344.6444091797, propagate_backward_time: 530.8835449219, weight_update_time: 0.8804619908, other_time: 10.8596191406
epoch time: 71.8759002686s, input_fired_time: 1.4646990299, output_fired_time: 0.0000000000, propagate_forward_time: 68.5139465332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8972549438
validation[          , genome 13527] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       335.53210, best error:       324.25729 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 913.1469726563s, input_fired_time: 12.0902624130, output_fired_time: 11.3762073517, propagate_forward_time: 345.6856384277, propagate_backward_time: 533.1463623047, weight_update_time: 0.8782963157, other_time: 10.8485107422
epoch time: 72.6367416382s, input_fired_time: 1.4773174524, output_fired_time: 0.0000000000, propagate_forward_time: 69.2522659302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9071578979
validation[          , genome 13527] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       336.53992, best error:       324.25729 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 911.6038208008s, input_fired_time: 12.2441978455, output_fired_time: 11.3552131653, propagate_forward_time: 345.0614013672, propagate_backward_time: 531.7261962891, weight_update_time: 0.8879064322, other_time: 11.2167968750
epoch time: 72.5517578125s, input_fired_time: 1.4798816442, output_fired_time: 0.0000000000, propagate_forward_time: 69.1645355225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9073410034
validation[          , genome 13527] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       329.32983, best error:       324.25729 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 912.9583129883s, input_fired_time: 12.0310153961, output_fired_time: 11.3502588272, propagate_forward_time: 345.8240051270, propagate_backward_time: 532.9985961914, weight_update_time: 0.8721635938, other_time: 10.7544555664
epoch time: 72.4853363037s, input_fired_time: 1.4942214489, output_fired_time: 0.0000000000, propagate_forward_time: 69.0121917725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9789199829
validation[          , genome 13527] predictions:    9910/  10000 (99.10%), best:    9900/10000 (99.00%), error:       330.31229, best error:       324.25729 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 911.8891601563s, input_fired_time: 12.0865402222, output_fired_time: 11.3476371765, propagate_forward_time: 345.3226623535, propagate_backward_time: 532.2628784180, weight_update_time: 0.8743834496, other_time: 10.8694458008
epoch time: 72.1140441895s, input_fired_time: 1.4742667675, output_fired_time: 0.0000000000, propagate_forward_time: 68.7279968262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9117813110
validation[          , genome 13527] predictions:    9908/  10000 (99.08%), best:    9900/10000 (99.00%), error:       324.94223, best error:       324.25729 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 912.0711669922s, input_fired_time: 12.1504678726, output_fired_time: 11.3500747681, propagate_forward_time: 345.3439025879, propagate_backward_time: 532.2374877930, weight_update_time: 0.8818492293, other_time: 10.9891967773
epoch time: 72.4236068726s, input_fired_time: 1.4693946838, output_fired_time: 0.0000000000, propagate_forward_time: 69.0495834351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9046249390
validation[          , genome 13527] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       332.27188, best error:       324.25729 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 910.4569702148s, input_fired_time: 12.1669549942, output_fired_time: 11.3184566498, propagate_forward_time: 344.7719726563, propagate_backward_time: 531.0850830078, weight_update_time: 0.8887705803, other_time: 11.1145019531
epoch time: 72.7968978882s, input_fired_time: 1.4797321558, output_fired_time: 0.0000000000, propagate_forward_time: 69.4059524536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9112167358
validation[          , genome 13527] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       333.60239, best error:       324.25729 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 909.5861816406s, input_fired_time: 12.1843185425, output_fired_time: 11.3328094482, propagate_forward_time: 344.5364685059, propagate_backward_time: 530.4291381836, weight_update_time: 0.8808616996, other_time: 11.1034545898
epoch time: 72.9302520752s, input_fired_time: 1.5032120943, output_fired_time: 0.0000000000, propagate_forward_time: 69.4128494263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0141906738
validation[          , genome 13527] predictions:    9908/  10000 (99.08%), best:    9900/10000 (99.00%), error:       328.01920, best error:       324.25729 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 910.1002197266s, input_fired_time: 12.2422943115, output_fired_time: 11.3526220322, propagate_forward_time: 344.5585632324, propagate_backward_time: 530.7747802734, weight_update_time: 0.8862367868, other_time: 11.1719970703
epoch time: 72.4792098999s, input_fired_time: 1.5059717894, output_fired_time: 0.0000000000, propagate_forward_time: 68.9652328491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0080032349
validation[          , genome 13527] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       335.00775, best error:       324.25729 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 907.9455566406s, input_fired_time: 11.9998855591, output_fired_time: 11.3103504181, propagate_forward_time: 344.0522155762, propagate_backward_time: 529.8781127930, weight_update_time: 0.8698270321, other_time: 10.7050170898
epoch time: 72.3237380981s, input_fired_time: 1.4768338203, output_fired_time: 0.0000000000, propagate_forward_time: 68.9362182617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9106826782
validation[          , genome 13527] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       339.98541, best error:       324.25729 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 907.8505249023s, input_fired_time: 12.0029125214, output_fired_time: 11.2931461334, propagate_forward_time: 344.1120910645, propagate_backward_time: 529.7091064453, weight_update_time: 0.8700516224, other_time: 10.7332763672
epoch time: 72.4336395264s, input_fired_time: 1.5055975914, output_fired_time: 0.0000000000, propagate_forward_time: 68.9101028442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0179367065
validation[          , genome 13527] predictions:    9907/  10000 (99.07%), best:    9900/10000 (99.00%), error:       331.21307, best error:       324.25729 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 917.0927734375s, input_fired_time: 12.2822904587, output_fired_time: 11.4329586029, propagate_forward_time: 347.2678833008, propagate_backward_time: 534.9334106445, weight_update_time: 0.8917195797, other_time: 11.1762084961
epoch time: 72.4801864624s, input_fired_time: 1.5066362619, output_fired_time: 0.0000000000, propagate_forward_time: 68.9473571777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0261917114
validation[          , genome 13527] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       336.63864, best error:       324.25729 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 911.6199340820s, input_fired_time: 12.0418643951, output_fired_time: 11.3542146683, propagate_forward_time: 345.5345764160, propagate_backward_time: 531.9310913086, weight_update_time: 0.8732289672, other_time: 10.7582397461
epoch time: 72.4091949463s, input_fired_time: 1.4753801823, output_fired_time: 0.0000000000, propagate_forward_time: 69.0272140503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9066009521
validation[          , genome 13527] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       327.63214, best error:       324.25729 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 908.1858520508s, input_fired_time: 12.1675395966, output_fired_time: 11.2862005234, propagate_forward_time: 343.9996643066, propagate_backward_time: 529.6619262695, weight_update_time: 0.8808162808, other_time: 11.0704956055
epoch time: 72.3388290405s, input_fired_time: 1.4819395542, output_fired_time: 0.0000000000, propagate_forward_time: 68.9377441406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9191436768
validation[          , genome 13527] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       334.75079, best error:       324.25729 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 912.6811523438s, input_fired_time: 12.2097787857, output_fired_time: 11.3641681671, propagate_forward_time: 345.4750061035, propagate_backward_time: 532.5387573242, weight_update_time: 0.8835282922, other_time: 11.0934448242
epoch time: 72.5278167725s, input_fired_time: 1.4755269289, output_fired_time: 0.0000000000, propagate_forward_time: 69.1427841187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9095077515
validation[          , genome 13527] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       345.58322, best error:       324.25729 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 915.6168823242s, input_fired_time: 12.1446218491, output_fired_time: 11.3950529099, propagate_forward_time: 346.5407104492, propagate_backward_time: 534.5750122070, weight_update_time: 0.8855946064, other_time: 10.9614868164
epoch time: 72.8807449341s, input_fired_time: 1.5040408373, output_fired_time: 0.0000000000, propagate_forward_time: 69.3649597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0117416382
validation[          , genome 13527] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       349.20740, best error:       324.25729 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 909.5752563477s, input_fired_time: 12.0038738251, output_fired_time: 11.3007020950, propagate_forward_time: 344.8345642090, propagate_backward_time: 530.6962280273, weight_update_time: 0.8703830838, other_time: 10.7399291992
epoch time: 72.2559661865s, input_fired_time: 1.5053551197, output_fired_time: 0.0000000000, propagate_forward_time: 68.7319717407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0186386108
validation[          , genome 13527] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       320.82977, best error:       320.82977 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 910.5851440430s, input_fired_time: 12.2391729355, output_fired_time: 11.3330640793, propagate_forward_time: 344.6980895996, propagate_backward_time: 531.1019897461, weight_update_time: 0.8868731856, other_time: 11.2128295898
epoch time: 72.4288330078s, input_fired_time: 1.4849560261, output_fired_time: 0.0000000000, propagate_forward_time: 69.0250396729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9188385010
validation[          , genome 13527] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       323.70914, best error:       320.82977 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 915.8686523438s, input_fired_time: 12.2650918961, output_fired_time: 11.4275274277, propagate_forward_time: 346.4459228516, propagate_backward_time: 534.5097656250, weight_update_time: 0.9016386867, other_time: 11.2203369141
epoch time: 72.7867126465s, input_fired_time: 1.5072336197, output_fired_time: 0.0000000000, propagate_forward_time: 69.2698135376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0096664429
validation[          , genome 13527] predictions:    9910/  10000 (99.10%), best:    9913/10000 (99.13%), error:       325.01495, best error:       320.82977 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 909.3395996094s, input_fired_time: 12.2507810593, output_fired_time: 11.3240623474, propagate_forward_time: 344.3153381348, propagate_backward_time: 530.2335205078, weight_update_time: 0.8848620057, other_time: 11.2159423828
epoch time: 72.4041900635s, input_fired_time: 1.5021281242, output_fired_time: 0.0000000000, propagate_forward_time: 68.8933715820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0086898804
validation[          , genome 13527] predictions:    9900/  10000 (99.00%), best:    9913/10000 (99.13%), error:       335.82455, best error:       320.82977 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 911.7323608398s, input_fired_time: 12.0809860229, output_fired_time: 11.3358869553, propagate_forward_time: 345.3250122070, propagate_backward_time: 532.1409301758, weight_update_time: 0.8784579635, other_time: 10.8495483398
epoch time: 72.5507125854s, input_fired_time: 1.4961212873, output_fired_time: 0.0000000000, propagate_forward_time: 69.0667572021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9878311157
validation[          , genome 13527] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       323.61453, best error:       320.82977 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 912.1602172852s, input_fired_time: 12.2129735947, output_fired_time: 11.3518981934, propagate_forward_time: 345.2975769043, propagate_backward_time: 532.1721191406, weight_update_time: 0.8915892243, other_time: 11.1256103516
epoch time: 72.7132492065s, input_fired_time: 1.4966816902, output_fired_time: 0.0000000000, propagate_forward_time: 69.2530670166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9635009766
validation[          , genome 13527] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       324.54193, best error:       320.82977 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 910.6612548828s, input_fired_time: 12.0909891129, output_fired_time: 11.3409090042, propagate_forward_time: 344.9551391602, propagate_backward_time: 531.4552612305, weight_update_time: 0.8732268214, other_time: 10.8189697266
epoch time: 72.3008804321s, input_fired_time: 1.4776812792, output_fired_time: 0.0000000000, propagate_forward_time: 68.9197921753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9034042358
validation[          , genome 13527] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       323.32678, best error:       320.82977 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 911.6702270508s, input_fired_time: 12.1433763504, output_fired_time: 11.3551721573, propagate_forward_time: 345.2255249023, propagate_backward_time: 532.0132446289, weight_update_time: 0.8789272904, other_time: 10.9329223633
epoch time: 72.7312545776s, input_fired_time: 1.4757686853, output_fired_time: 0.0000000000, propagate_forward_time: 69.3447494507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9107360840
validation[          , genome 13527] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       329.50824, best error:       320.82977 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 910.3933715820s, input_fired_time: 12.0292720795, output_fired_time: 11.3155488968, propagate_forward_time: 345.0262145996, propagate_backward_time: 531.2958984375, weight_update_time: 0.8693053126, other_time: 10.7264404297
epoch time: 71.9846878052s, input_fired_time: 1.4757336378, output_fired_time: 0.0000000000, propagate_forward_time: 68.5905151367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9184417725
validation[          , genome 13527] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       321.21954, best error:       320.82977 on epoch:    92, 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: 361.5929870605s, input_fired_time: 7.5483808517, output_fired_time: 0.0000000000, propagate_forward_time: 343.9072265625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.1373901367
best training[          , genome 13527] predictions:   50000/  50000 (100.00%), best:    9913/10000 (99.13%), error:       124.18692, best error:       320.82977 on epoch:    92, 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: 72.6471176147s, input_fired_time: 1.4939395189, output_fired_time: 0.0000000000, propagate_forward_time: 69.1793823242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9737930298
   testing[          , genome 13527] predictions:    9899/  10000 (98.99%), best:    9913/10000 (99.13%), error:       274.73853, best error:       320.82977 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:51:47 (4960): called boinc_finish(0)

</stderr_txt>
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