Nameexact_genome_1512568488_41_6351_0
Workunit2603023
Created7 Dec 2017, 19:19:47 UTC
Sent7 Dec 2017, 19:24:10 UTC
Report deadline19 Dec 2017, 20:03:17 UTC
Received8 Dec 2017, 17:18:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time5 hours 59 min 35 sec
CPU time5 hours 59 min 30 sec
Validate stateValid
Credit3,006.79
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.02 MB
Peak swap size154.23 MB
Peak disk usage1.17 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
35s, input_fired_time: 0.2471859902, output_fired_time: 0.0000000000, propagate_forward_time: 14.9507265091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6373357773
validation[          , genome  6351] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1157.33655, best error:       949.68567 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 197.7085418701s, input_fired_time: 2.2434823513, output_fired_time: 1.6632126570, propagate_forward_time: 74.6877288818, propagate_backward_time: 115.5995254517, weight_update_time: 0.1499500871, other_time: 3.5145950317
epoch time: 15.8145360947s, input_fired_time: 0.2485935837, output_fired_time: 0.0000000000, propagate_forward_time: 14.9294185638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365242004
validation[          , genome  6351] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       891.22833, best error:       891.22833 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 197.0268859863s, input_fired_time: 2.2370038033, output_fired_time: 1.6582418680, propagate_forward_time: 74.4230041504, propagate_backward_time: 115.2143249512, weight_update_time: 0.1493109763, other_time: 3.4943084717
epoch time: 15.8078145981s, input_fired_time: 0.2439808995, output_fired_time: 0.0000000000, propagate_forward_time: 14.9306335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331996918
validation[          , genome  6351] predictions:    9682/  10000 (96.82%), best:    9745/10000 (97.45%), error:      1037.78809, best error:       891.22833 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 197.1362915039s, input_fired_time: 2.2384984493, output_fired_time: 1.6624569893, propagate_forward_time: 74.4504776001, propagate_backward_time: 115.3271179199, weight_update_time: 0.1494113058, other_time: 3.4577407837
epoch time: 14.7288837433s, input_fired_time: 0.2328703105, output_fired_time: 0.0000000000, propagate_forward_time: 13.8904905319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055231094
validation[          , genome  6351] predictions:    9612/  10000 (96.12%), best:    9745/10000 (97.45%), error:      1332.23120, best error:       891.22833 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 196.3359985352s, input_fired_time: 2.2330255508, output_fired_time: 1.6687918901, propagate_forward_time: 74.0902633667, propagate_backward_time: 114.8911819458, weight_update_time: 0.1493275166, other_time: 3.4527282715
epoch time: 15.7766275406s, input_fired_time: 0.2467295378, output_fired_time: 0.0000000000, propagate_forward_time: 14.9022378922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276597977
validation[          , genome  6351] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       870.06738, best error:       870.06738 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 193.5106964111s, input_fired_time: 2.2167794704, output_fired_time: 1.6460500956, propagate_forward_time: 73.0802459717, propagate_backward_time: 113.1515426636, weight_update_time: 0.1467242539, other_time: 3.4160690308
epoch time: 14.7471036911s, input_fired_time: 0.2342322022, output_fired_time: 0.0000000000, propagate_forward_time: 13.9100561142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028156281
validation[          , genome  6351] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       901.12567, best error:       870.06738 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 196.8382415771s, input_fired_time: 2.2391481400, output_fired_time: 1.6654194593, propagate_forward_time: 74.3550643921, propagate_backward_time: 115.1223831177, weight_update_time: 0.1489998698, other_time: 3.4562225342
epoch time: 15.7098979950s, input_fired_time: 0.2454425544, output_fired_time: 0.0000000000, propagate_forward_time: 14.8299169540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345386505
validation[          , genome  6351] predictions:    9747/  10000 (97.47%), best:    9745/10000 (97.45%), error:       906.41681, best error:       870.06738 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 190.1622009277s, input_fired_time: 2.1838097572, output_fired_time: 1.6052465439, propagate_forward_time: 71.9394378662, propagate_backward_time: 111.0334548950, weight_update_time: 0.1485482901, other_time: 3.4002609253
epoch time: 15.6960878372s, input_fired_time: 0.2441420257, output_fired_time: 0.0000000000, propagate_forward_time: 14.8265619278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253843307
validation[          , genome  6351] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       871.99121, best error:       870.06738 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 196.2448425293s, input_fired_time: 2.2343571186, output_fired_time: 1.6631088257, propagate_forward_time: 74.1648941040, propagate_backward_time: 114.7305908203, weight_update_time: 0.1489354521, other_time: 3.4518966675
epoch time: 15.0429897308s, input_fired_time: 0.2383075058, output_fired_time: 0.0000000000, propagate_forward_time: 14.1901884079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144933701
validation[          , genome  6351] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:      1018.99475, best error:       870.06738 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 194.8428344727s, input_fired_time: 2.2261695862, output_fired_time: 1.6440001726, propagate_forward_time: 73.7860336304, propagate_backward_time: 113.7553024292, weight_update_time: 0.1471846998, other_time: 3.4313354492
epoch time: 15.8261861801s, input_fired_time: 0.2459440529, output_fired_time: 0.0000000000, propagate_forward_time: 14.9482860565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319561005
validation[          , genome  6351] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       838.44537, best error:       838.44537 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 193.4533996582s, input_fired_time: 2.2136836052, output_fired_time: 1.6396818161, propagate_forward_time: 72.9416809082, propagate_backward_time: 113.2260742188, weight_update_time: 0.1474686563, other_time: 3.4322814941
epoch time: 15.8355798721s, input_fired_time: 0.2470313609, output_fired_time: 0.0000000000, propagate_forward_time: 14.9555330276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330156326
validation[          , genome  6351] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       959.87079, best error:       838.44537 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 197.4863739014s, input_fired_time: 2.2436997890, output_fired_time: 1.6648296118, propagate_forward_time: 74.6653671265, propagate_backward_time: 115.4332275391, weight_update_time: 0.1491917670, other_time: 3.4792556763
epoch time: 15.0771236420s, input_fired_time: 0.2403519452, output_fired_time: 0.0000000000, propagate_forward_time: 14.2232694626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135025024
validation[          , genome  6351] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       908.46161, best error:       838.44537 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 197.0140228271s, input_fired_time: 2.2383027077, output_fired_time: 1.6505569220, propagate_forward_time: 74.4609298706, propagate_backward_time: 115.2130661011, weight_update_time: 0.1496259719, other_time: 3.4511718750
epoch time: 15.7313709259s, input_fired_time: 0.2456872165, output_fired_time: 0.0000000000, propagate_forward_time: 14.8575773239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281061172
validation[          , genome  6351] predictions:    9688/  10000 (96.88%), best:    9762/10000 (97.62%), error:      1039.42175, best error:       838.44537 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 196.2499389648s, input_fired_time: 2.2378411293, output_fired_time: 1.6620773077, propagate_forward_time: 74.0987854004, propagate_backward_time: 114.7918472290, weight_update_time: 0.1489661187, other_time: 3.4593887329
epoch time: 15.8460636139s, input_fired_time: 0.2461484373, output_fired_time: 0.0000000000, propagate_forward_time: 14.9696264267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302890778
validation[          , genome  6351] predictions:    9707/  10000 (97.07%), best:    9762/10000 (97.62%), error:       967.53333, best error:       838.44537 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 194.0815429688s, input_fired_time: 2.2240169048, output_fired_time: 1.6380575895, propagate_forward_time: 73.3411407471, propagate_backward_time: 113.4421081543, weight_update_time: 0.1470911503, other_time: 3.4362182617
epoch time: 15.7737588882s, input_fired_time: 0.2477274537, output_fired_time: 0.0000000000, propagate_forward_time: 14.9024124146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236190796
validation[          , genome  6351] predictions:    9707/  10000 (97.07%), best:    9762/10000 (97.62%), error:       952.10706, best error:       838.44537 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 196.5987701416s, input_fired_time: 2.2454836369, output_fired_time: 1.6613241434, propagate_forward_time: 74.3272705078, propagate_backward_time: 114.8906402588, weight_update_time: 0.1485917270, other_time: 3.4740447998
epoch time: 15.9476699829s, input_fired_time: 0.2484471053, output_fired_time: 0.0000000000, propagate_forward_time: 15.0543146133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449079514
validation[          , genome  6351] predictions:    9650/  10000 (96.50%), best:    9762/10000 (97.62%), error:      1144.86877, best error:       838.44537 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 198.0786895752s, input_fired_time: 2.2540426254, output_fired_time: 1.6726472378, propagate_forward_time: 74.8436660767, propagate_backward_time: 115.8560028076, weight_update_time: 0.1500663161, other_time: 3.4523239136
epoch time: 15.8270635605s, input_fired_time: 0.2484757453, output_fired_time: 0.0000000000, propagate_forward_time: 14.9553499222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232376099
validation[          , genome  6351] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       844.57239, best error:       838.44537 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 198.1430053711s, input_fired_time: 2.2606186867, output_fired_time: 1.6827265024, propagate_forward_time: 74.7570648193, propagate_backward_time: 115.9816970825, weight_update_time: 0.1502304226, other_time: 3.4608993530
epoch time: 15.7776508331s, input_fired_time: 0.2489215881, output_fired_time: 0.0000000000, propagate_forward_time: 14.8997383118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289911270
validation[          , genome  6351] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:       983.25067, best error:       838.44537 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 198.0029907227s, input_fired_time: 2.2562518120, output_fired_time: 1.6749236584, propagate_forward_time: 74.7233200073, propagate_backward_time: 115.8954696655, weight_update_time: 0.1501666903, other_time: 3.4530181885
epoch time: 15.8347139359s, input_fired_time: 0.2465802729, output_fired_time: 0.0000000000, propagate_forward_time: 14.9648103714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233234406
validation[          , genome  6351] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       768.05072, best error:       768.05072 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 197.5765075684s, input_fired_time: 2.2534785271, output_fired_time: 1.6778604984, propagate_forward_time: 74.5743331909, propagate_backward_time: 115.6222381592, weight_update_time: 0.1498686373, other_time: 3.4486007690
epoch time: 15.7839593887s, input_fired_time: 0.2469497174, output_fired_time: 0.0000000000, propagate_forward_time: 14.9090480804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279611588
validation[          , genome  6351] predictions:    9636/  10000 (96.36%), best:    9768/10000 (97.68%), error:      1151.19800, best error:       768.05072 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 197.9555969238s, input_fired_time: 2.2547113895, output_fired_time: 1.6739987135, propagate_forward_time: 74.7882614136, propagate_backward_time: 115.7906265259, weight_update_time: 0.1498442739, other_time: 3.4479980469
epoch time: 15.7524738312s, input_fired_time: 0.2471808195, output_fired_time: 0.0000000000, propagate_forward_time: 14.8801717758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251211166
validation[          , genome  6351] predictions:    9716/  10000 (97.16%), best:    9768/10000 (97.68%), error:       902.80463, best error:       768.05072 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 197.1114959717s, input_fired_time: 2.2511043549, output_fired_time: 1.6620488167, propagate_forward_time: 74.4298400879, propagate_backward_time: 115.3012466431, weight_update_time: 0.1494652778, other_time: 3.4672622681
epoch time: 15.8280582428s, input_fired_time: 0.2475099564, output_fired_time: 0.0000000000, propagate_forward_time: 14.9566307068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239175797
validation[          , genome  6351] predictions:    9740/  10000 (97.40%), best:    9768/10000 (97.68%), error:       901.58618, best error:       768.05072 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 198.0960845947s, input_fired_time: 2.2603013515, output_fired_time: 1.6728501320, propagate_forward_time: 74.8216323853, propagate_backward_time: 115.8708343506, weight_update_time: 0.1494659334, other_time: 3.4704666138
epoch time: 13.7307863235s, input_fired_time: 0.2257884294, output_fired_time: 0.0000000000, propagate_forward_time: 12.9261493683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788488388
validation[          , genome  6351] predictions:    9772/  10000 (97.72%), best:    9768/10000 (97.68%), error:       808.31647, best error:       768.05072 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 195.0572509766s, input_fired_time: 2.2418887615, output_fired_time: 1.6515669823, propagate_forward_time: 73.6607513428, propagate_backward_time: 114.0642242432, weight_update_time: 0.1474723071, other_time: 3.4388275146
epoch time: 13.0131931305s, input_fired_time: 0.2176963091, output_fired_time: 0.0000000000, propagate_forward_time: 12.2231779099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723190308
validation[          , genome  6351] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       855.38000, best error:       768.05072 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 195.0784759521s, input_fired_time: 2.2501122952, output_fired_time: 1.6511135101, propagate_forward_time: 73.7662734985, propagate_backward_time: 113.9737091064, weight_update_time: 0.1484624743, other_time: 3.4372787476
epoch time: 15.8038349152s, input_fired_time: 0.2499459982, output_fired_time: 0.0000000000, propagate_forward_time: 14.9205598831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333293915
validation[          , genome  6351] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       961.01257, best error:       768.05072 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 194.7334747314s, input_fired_time: 2.2300288677, output_fired_time: 1.6419366598, propagate_forward_time: 73.6019287109, propagate_backward_time: 113.8238220215, weight_update_time: 0.1479970962, other_time: 3.4357604980
epoch time: 15.6441307068s, input_fired_time: 0.2464847565, output_fired_time: 0.0000000000, propagate_forward_time: 14.7651586533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324872971
validation[          , genome  6351] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       900.54950, best error:       768.05072 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 196.5997924805s, input_fired_time: 2.2438912392, output_fired_time: 1.6608997583, propagate_forward_time: 74.4217300415, propagate_backward_time: 114.8372955322, weight_update_time: 0.1485315412, other_time: 3.4359664917
epoch time: 15.8727426529s, input_fired_time: 0.2496641278, output_fired_time: 0.0000000000, propagate_forward_time: 14.9930953979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299829483
validation[          , genome  6351] predictions:    9776/  10000 (97.76%), best:    9768/10000 (97.68%), error:       793.46442, best error:       768.05072 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.4741363525s, input_fired_time: 2.2685108185, output_fired_time: 1.6778544188, propagate_forward_time: 74.8539505005, propagate_backward_time: 116.2068481445, weight_update_time: 0.1505870521, other_time: 3.4669723511
epoch time: 15.9140357971s, input_fired_time: 0.2509839535, output_fired_time: 0.0000000000, propagate_forward_time: 15.0299978256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330537796
validation[          , genome  6351] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       810.32776, best error:       768.05072 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 197.8220062256s, input_fired_time: 2.2604761124, output_fired_time: 1.6717572212, propagate_forward_time: 74.7587509155, propagate_backward_time: 115.6750259399, weight_update_time: 0.1501642168, other_time: 3.4559936523
epoch time: 15.8809309006s, input_fired_time: 0.2490888536, output_fired_time: 0.0000000000, propagate_forward_time: 15.0018243790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300172806
validation[          , genome  6351] predictions:    9779/  10000 (97.79%), best:    9768/10000 (97.68%), error:       815.00177, best error:       768.05072 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 198.0456390381s, input_fired_time: 2.2685890198, output_fired_time: 1.6702809334, propagate_forward_time: 74.9058685303, propagate_backward_time: 115.7398681641, weight_update_time: 0.1494569331, other_time: 3.4610290527
epoch time: 15.8616809845s, input_fired_time: 0.2504681349, output_fired_time: 0.0000000000, propagate_forward_time: 14.9759607315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352519989
validation[          , genome  6351] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       753.15332, best error:       753.15332 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 196.8419647217s, input_fired_time: 2.2511119843, output_fired_time: 1.6519792080, propagate_forward_time: 74.3961410522, propagate_backward_time: 115.1000595093, weight_update_time: 0.1491662115, other_time: 3.4426727295
epoch time: 15.5652360916s, input_fired_time: 0.2483609319, output_fired_time: 0.0000000000, propagate_forward_time: 14.6899719238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269035339
validation[          , genome  6351] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       740.92432, best error:       740.92432 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 196.9747314453s, input_fired_time: 2.2605888844, output_fired_time: 1.6599622965, propagate_forward_time: 74.4017791748, propagate_backward_time: 115.1960906982, weight_update_time: 0.1488560289, other_time: 3.4563140869
epoch time: 15.8466796875s, input_fired_time: 0.2509934008, output_fired_time: 0.0000000000, propagate_forward_time: 14.9603729248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353130341
validation[          , genome  6351] predictions:    9757/  10000 (97.57%), best:    9791/10000 (97.91%), error:       820.94757, best error:       740.92432 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 197.7324066162s, input_fired_time: 2.2643845081, output_fired_time: 1.6610337496, propagate_forward_time: 74.6862716675, propagate_backward_time: 115.6431961060, weight_update_time: 0.1495369673, other_time: 3.4775085449
epoch time: 15.8086452484s, input_fired_time: 0.2498753518, output_fired_time: 0.0000000000, propagate_forward_time: 14.9288682938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299018860
validation[          , genome  6351] predictions:    9724/  10000 (97.24%), best:    9791/10000 (97.91%), error:       909.97705, best error:       740.92432 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 198.2074432373s, input_fired_time: 2.2648441792, output_fired_time: 1.6713491678, propagate_forward_time: 74.8168716431, propagate_backward_time: 115.9872741699, weight_update_time: 0.1499154270, other_time: 3.4670944214
epoch time: 15.7971439362s, input_fired_time: 0.2493720055, output_fired_time: 0.0000000000, propagate_forward_time: 14.9250307083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227407455
validation[          , genome  6351] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       847.30127, best error:       740.92432 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 198.3413391113s, input_fired_time: 2.2713632584, output_fired_time: 1.6795252562, propagate_forward_time: 74.7494583130, propagate_backward_time: 116.1805114746, weight_update_time: 0.1501641124, other_time: 3.4604873657
epoch time: 15.8138704300s, input_fired_time: 0.2507104278, output_fired_time: 0.0000000000, propagate_forward_time: 14.9317922592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313676834
validation[          , genome  6351] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       813.08606, best error:       740.92432 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 197.7696380615s, input_fired_time: 2.2640576363, output_fired_time: 1.6667650938, propagate_forward_time: 74.7527542114, propagate_backward_time: 115.6431121826, weight_update_time: 0.1499875039, other_time: 3.4429550171
epoch time: 15.8373460770s, input_fired_time: 0.2506430447, output_fired_time: 0.0000000000, propagate_forward_time: 14.9575738907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291294098
validation[          , genome  6351] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       811.68616, best error:       740.92432 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 198.2366790771s, input_fired_time: 2.2708904743, output_fired_time: 1.6801882982, propagate_forward_time: 74.8850708008, propagate_backward_time: 115.9469375610, weight_update_time: 0.1503110379, other_time: 3.4535903931
epoch time: 15.8161849976s, input_fired_time: 0.2512677908, output_fired_time: 0.0000000000, propagate_forward_time: 14.9353113174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296062469
validation[          , genome  6351] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       846.70667, best error:       740.92432 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 198.0931091309s, input_fired_time: 2.2729585171, output_fired_time: 1.6781070232, propagate_forward_time: 74.7759170532, propagate_backward_time: 115.9120178223, weight_update_time: 0.1503268480, other_time: 3.4541091919
epoch time: 15.8607273102s, input_fired_time: 0.2516061366, output_fired_time: 0.0000000000, propagate_forward_time: 14.9746370316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344842911
validation[          , genome  6351] predictions:    9725/  10000 (97.25%), best:    9791/10000 (97.91%), error:       942.22040, best error:       740.92432 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 197.8369750977s, input_fired_time: 2.2693488598, output_fired_time: 1.6684944630, propagate_forward_time: 74.7676162720, propagate_backward_time: 115.6725997925, weight_update_time: 0.1490462124, other_time: 3.4589233398
epoch time: 15.7940511703s, input_fired_time: 0.2494423091, output_fired_time: 0.0000000000, propagate_forward_time: 14.9112462997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333627701
validation[          , genome  6351] predictions:    9743/  10000 (97.43%), best:    9791/10000 (97.91%), error:       859.81110, best error:       740.92432 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 192.9640350342s, input_fired_time: 2.2342021465, output_fired_time: 1.6354954243, propagate_forward_time: 72.8237915039, propagate_backward_time: 112.8425598145, weight_update_time: 0.1464681327, other_time: 3.4279785156
epoch time: 15.8833341599s, input_fired_time: 0.2519924343, output_fired_time: 0.0000000000, propagate_forward_time: 14.9974632263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338787079
validation[          , genome  6351] predictions:    9761/  10000 (97.61%), best:    9791/10000 (97.91%), error:       795.22559, best error:       740.92432 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 195.6914978027s, input_fired_time: 2.2487592697, output_fired_time: 1.6449074745, propagate_forward_time: 74.0084228516, propagate_backward_time: 114.3597183228, weight_update_time: 0.1481427401, other_time: 3.4296798706
epoch time: 15.6134586334s, input_fired_time: 0.2487304807, output_fired_time: 0.0000000000, propagate_forward_time: 14.7376661301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270618439
validation[          , genome  6351] predictions:    9674/  10000 (96.74%), best:    9791/10000 (97.91%), error:      1112.00964, best error:       740.92432 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 197.8928070068s, input_fired_time: 2.2682013512, output_fired_time: 1.6735650301, propagate_forward_time: 74.7541198730, propagate_backward_time: 115.7318191528, weight_update_time: 0.1505303234, other_time: 3.4650955200
epoch time: 15.8440475464s, input_fired_time: 0.2511015534, output_fired_time: 0.0000000000, propagate_forward_time: 14.9577264786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352195740
validation[          , genome  6351] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       754.65466, best error:       740.92432 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 197.1845550537s, input_fired_time: 2.2657487392, output_fired_time: 1.6598824263, propagate_forward_time: 74.4570541382, propagate_backward_time: 115.3417816162, weight_update_time: 0.1499247700, other_time: 3.4600906372
epoch time: 15.8697443008s, input_fired_time: 0.2518923879, output_fired_time: 0.0000000000, propagate_forward_time: 14.9838571548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339950562
validation[          , genome  6351] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       814.51367, best error:       740.92432 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 198.5262756348s, input_fired_time: 2.2822313309, output_fired_time: 1.6845058203, propagate_forward_time: 74.8693161011, propagate_backward_time: 116.2090225220, weight_update_time: 0.1505687982, other_time: 3.4812011719
epoch time: 15.8821763992s, input_fired_time: 0.2526455224, output_fired_time: 0.0000000000, propagate_forward_time: 14.9912328720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382980347
validation[          , genome  6351] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       805.49939, best error:       740.92432 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 198.4090423584s, input_fired_time: 2.2761938572, output_fired_time: 1.6821428537, propagate_forward_time: 74.8199615479, propagate_backward_time: 116.1572265625, weight_update_time: 0.1500269473, other_time: 3.4735107422
epoch time: 15.7527818680s, input_fired_time: 0.2505756021, output_fired_time: 0.0000000000, propagate_forward_time: 14.8785343170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236715317
validation[          , genome  6351] predictions:    9722/  10000 (97.22%), best:    9791/10000 (97.91%), error:       957.96033, best error:       740.92432 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 197.7340850830s, input_fired_time: 2.2788069248, output_fired_time: 1.6787499189, propagate_forward_time: 74.5540313721, propagate_backward_time: 115.7384872437, weight_update_time: 0.1500363648, other_time: 3.4840011597
epoch time: 15.8953275681s, input_fired_time: 0.2533923388, output_fired_time: 0.0000000000, propagate_forward_time: 15.0076627731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6342725754
validation[          , genome  6351] predictions:    9749/  10000 (97.49%), best:    9791/10000 (97.91%), error:       848.99463, best error:       740.92432 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 197.4587097168s, input_fired_time: 2.2724845409, output_fired_time: 1.6556050777, propagate_forward_time: 74.7642440796, propagate_backward_time: 115.3015518188, weight_update_time: 0.1495106369, other_time: 3.4648132324
epoch time: 15.6232824326s, input_fired_time: 0.2504996061, output_fired_time: 0.0000000000, propagate_forward_time: 14.7468729019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259098053
validation[          , genome  6351] predictions:    9721/  10000 (97.21%), best:    9791/10000 (97.91%), error:       996.91522, best error:       740.92432 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 197.2168884277s, input_fired_time: 2.2687635422, output_fired_time: 1.6616268158, propagate_forward_time: 74.4799118042, propagate_backward_time: 115.3611450195, weight_update_time: 0.1487577409, other_time: 3.4454421997
epoch time: 15.8546180725s, input_fired_time: 0.2529381216, output_fired_time: 0.0000000000, propagate_forward_time: 14.9722986221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293811798
validation[          , genome  6351] predictions:    9761/  10000 (97.61%), best:    9791/10000 (97.91%), error:       798.83649, best error:       740.92432 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 198.0602569580s, input_fired_time: 2.2727026939, output_fired_time: 1.6651477814, propagate_forward_time: 74.8589706421, propagate_backward_time: 115.8069915771, weight_update_time: 0.1491368711, other_time: 3.4564437866
epoch time: 15.8302364349s, input_fired_time: 0.2512446940, output_fired_time: 0.0000000000, propagate_forward_time: 14.9573345184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216573715
validation[          , genome  6351] predictions:    9741/  10000 (97.41%), best:    9791/10000 (97.91%), error:       885.84882, best error:       740.92432 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 191.3760375977s, input_fired_time: 2.2427415848, output_fired_time: 1.6350675821, propagate_forward_time: 72.2513885498, propagate_backward_time: 111.7505798340, weight_update_time: 0.1468588263, other_time: 3.4962615967
epoch time: 15.8604316711s, input_fired_time: 0.2532119155, output_fired_time: 0.0000000000, propagate_forward_time: 14.9787521362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284675598
validation[          , genome  6351] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       727.86310, best error:       727.86310 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 198.6959533691s, input_fired_time: 2.2877459526, output_fired_time: 1.6821137667, propagate_forward_time: 75.0332107544, propagate_backward_time: 116.2069091797, weight_update_time: 0.1509199888, other_time: 3.4859695435
epoch time: 15.8441276550s, input_fired_time: 0.2548221946, output_fired_time: 0.0000000000, propagate_forward_time: 14.9591455460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301603317
validation[          , genome  6351] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       716.84204, best error:       716.84204 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 198.1710052490s, input_fired_time: 2.2842113972, output_fired_time: 1.6714768410, propagate_forward_time: 74.7804489136, propagate_backward_time: 115.9475555420, weight_update_time: 0.1499108076, other_time: 3.4873123169
epoch time: 15.8818426132s, input_fired_time: 0.2533541918, output_fired_time: 0.0000000000, propagate_forward_time: 14.9925966263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358919144
validation[          , genome  6351] predictions:    9740/  10000 (97.40%), best:    9787/10000 (97.87%), error:       876.49329, best error:       716.84204 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 196.1977386475s, input_fired_time: 2.2626276016, output_fired_time: 1.6549438238, propagate_forward_time: 74.0864791870, propagate_backward_time: 114.7544250488, weight_update_time: 0.1489761025, other_time: 3.4392623901
epoch time: 15.8927841187s, input_fired_time: 0.2527678311, output_fired_time: 0.0000000000, propagate_forward_time: 15.0102033615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298131943
validation[          , genome  6351] predictions:    9727/  10000 (97.27%), best:    9787/10000 (97.87%), error:       886.51312, best error:       716.84204 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 198.2070007324s, input_fired_time: 2.2848091125, output_fired_time: 1.6844313145, propagate_forward_time: 74.7987289429, propagate_backward_time: 115.9831771851, weight_update_time: 0.1498521417, other_time: 3.4558563232
epoch time: 15.8715133667s, input_fired_time: 0.2535034716, output_fired_time: 0.0000000000, propagate_forward_time: 14.9945230484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234865189
validation[          , genome  6351] predictions:    9727/  10000 (97.27%), best:    9787/10000 (97.87%), error:       882.24103, best error:       716.84204 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 198.0590667725s, input_fired_time: 2.2788112164, output_fired_time: 1.6605470181, propagate_forward_time: 74.8429489136, propagate_backward_time: 115.8388595581, weight_update_time: 0.1501425207, other_time: 3.4378967285
epoch time: 15.8907957077s, input_fired_time: 0.2545999885, output_fired_time: 0.0000000000, propagate_forward_time: 15.0053482056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308479309
validation[          , genome  6351] predictions:    9793/  10000 (97.93%), best:    9787/10000 (97.87%), error:       773.41022, best error:       716.84204 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 197.3266906738s, input_fired_time: 2.2849557400, output_fired_time: 1.6754349470, propagate_forward_time: 74.4069519043, propagate_backward_time: 115.4969177246, weight_update_time: 0.1495123357, other_time: 3.4624328613
epoch time: 15.7545108795s, input_fired_time: 0.2532141805, output_fired_time: 0.0000000000, propagate_forward_time: 14.8693647385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319322586
validation[          , genome  6351] predictions:    9781/  10000 (97.81%), best:    9787/10000 (97.87%), error:       720.84369, best error:       716.84204 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 197.1713409424s, input_fired_time: 2.2809112072, output_fired_time: 1.6772972345, propagate_forward_time: 74.3931045532, propagate_backward_time: 115.3462219238, weight_update_time: 0.1497605443, other_time: 3.4738082886
epoch time: 15.8750505447s, input_fired_time: 0.2552626133, output_fired_time: 0.0000000000, propagate_forward_time: 14.9861183167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336698532
validation[          , genome  6351] predictions:    9785/  10000 (97.85%), best:    9787/10000 (97.87%), error:       752.62964, best error:       716.84204 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 196.1121520996s, input_fired_time: 2.2690939903, output_fired_time: 1.6595432758, propagate_forward_time: 74.1384887695, propagate_backward_time: 114.6069946289, weight_update_time: 0.1481075585, other_time: 3.4380340576
epoch time: 15.8728075027s, input_fired_time: 0.2547099590, output_fired_time: 0.0000000000, propagate_forward_time: 14.9883050919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297922134
validation[          , genome  6351] predictions:    9771/  10000 (97.71%), best:    9787/10000 (97.87%), error:       803.34277, best error:       716.84204 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 196.5297241211s, input_fired_time: 2.2786200047, output_fired_time: 1.6682538986, propagate_forward_time: 74.1764221191, propagate_backward_time: 114.9677963257, weight_update_time: 0.1487617493, other_time: 3.4386215210
epoch time: 15.8657188416s, input_fired_time: 0.2546748519, output_fired_time: 0.0000000000, propagate_forward_time: 14.9824876785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285562515
validation[          , genome  6351] predictions:    9746/  10000 (97.46%), best:    9787/10000 (97.87%), error:       895.70581, best error:       716.84204 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 195.2495422363s, input_fired_time: 2.2668499947, output_fired_time: 1.6539717913, propagate_forward_time: 73.6785659790, propagate_backward_time: 114.2144088745, weight_update_time: 0.1485691965, other_time: 3.4357452393
epoch time: 15.6171321869s, input_fired_time: 0.2512239516, output_fired_time: 0.0000000000, propagate_forward_time: 14.7381362915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277723312
validation[          , genome  6351] predictions:    9762/  10000 (97.62%), best:    9787/10000 (97.87%), error:       871.58917, best error:       716.84204 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 193.8781433105s, input_fired_time: 2.2573783398, output_fired_time: 1.6460587978, propagate_forward_time: 73.1832809448, propagate_backward_time: 113.3551788330, weight_update_time: 0.1471714377, other_time: 3.4362411499
epoch time: 15.8485746384s, input_fired_time: 0.2529503405, output_fired_time: 0.0000000000, propagate_forward_time: 14.9637908936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318330765
validation[          , genome  6351] predictions:    9728/  10000 (97.28%), best:    9787/10000 (97.87%), error:       882.15936, best error:       716.84204 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 192.5444793701s, input_fired_time: 2.2470622063, output_fired_time: 1.6381955147, propagate_forward_time: 72.7264404297, propagate_backward_time: 112.5250473022, weight_update_time: 0.1461475939, other_time: 3.4077377319
epoch time: 15.7260360718s, input_fired_time: 0.2532579601, output_fired_time: 0.0000000000, propagate_forward_time: 14.8409719467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318063736
validation[          , genome  6351] predictions:    9746/  10000 (97.46%), best:    9787/10000 (97.87%), error:       813.95898, best error:       716.84204 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 193.5391693115s, input_fired_time: 2.2460529804, output_fired_time: 1.6346769333, propagate_forward_time: 73.0088195801, propagate_backward_time: 113.2310104370, weight_update_time: 0.1464708000, other_time: 3.4186172485
epoch time: 15.1858663559s, input_fired_time: 0.2466074675, output_fired_time: 0.0000000000, propagate_forward_time: 14.3223915100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168670654
validation[          , genome  6351] predictions:    9760/  10000 (97.60%), best:    9787/10000 (97.87%), error:       769.96729, best error:       716.84204 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 196.4818115234s, input_fired_time: 2.2740883827, output_fired_time: 1.6644829512, propagate_forward_time: 74.2055206299, propagate_backward_time: 114.8874969482, weight_update_time: 0.1488930285, other_time: 3.4502105713
epoch time: 15.8797883987s, input_fired_time: 0.2562584281, output_fired_time: 0.0000000000, propagate_forward_time: 14.9898347855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336956024
validation[          , genome  6351] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       783.71521, best error:       716.84204 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 195.7450561523s, input_fired_time: 2.2738609314, output_fired_time: 1.6596361399, propagate_forward_time: 73.9021987915, propagate_backward_time: 114.4389266968, weight_update_time: 0.1485916376, other_time: 3.4704284668
epoch time: 15.8696126938s, input_fired_time: 0.2555324733, output_fired_time: 0.0000000000, propagate_forward_time: 14.9799900055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340904236
validation[          , genome  6351] predictions:    9749/  10000 (97.49%), best:    9787/10000 (97.87%), error:       841.93964, best error:       716.84204 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 196.6559143066s, input_fired_time: 2.2773122787, output_fired_time: 1.6553403139, propagate_forward_time: 74.2595901489, propagate_backward_time: 115.0103683472, weight_update_time: 0.1484691948, other_time: 3.4533081055
epoch time: 15.8143777847s, input_fired_time: 0.2542437315, output_fired_time: 0.0000000000, propagate_forward_time: 14.9285535812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315803528
validation[          , genome  6351] predictions:    9724/  10000 (97.24%), best:    9787/10000 (97.87%), error:       886.46869, best error:       716.84204 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 195.8230590820s, input_fired_time: 2.2734255791, output_fired_time: 1.6565064192, propagate_forward_time: 74.0333328247, propagate_backward_time: 114.4166946411, weight_update_time: 0.1485695392, other_time: 3.4430999756
epoch time: 15.5683422089s, input_fired_time: 0.2531285286, output_fired_time: 0.0000000000, propagate_forward_time: 14.6893787384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258354187
validation[          , genome  6351] predictions:    9724/  10000 (97.24%), best:    9787/10000 (97.87%), error:       888.79437, best error:       716.84204 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 196.6581420898s, input_fired_time: 2.2783339024, output_fired_time: 1.6569958925, propagate_forward_time: 74.3998031616, propagate_backward_time: 114.8630523682, weight_update_time: 0.1489862353, other_time: 3.4599533081
epoch time: 15.7723722458s, input_fired_time: 0.2553531229, output_fired_time: 0.0000000000, propagate_forward_time: 14.8866958618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303234100
validation[          , genome  6351] predictions:    9778/  10000 (97.78%), best:    9787/10000 (97.87%), error:       759.62244, best error:       716.84204 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 196.5711364746s, input_fired_time: 2.2796077728, output_fired_time: 1.6623150110, propagate_forward_time: 74.2746276855, propagate_backward_time: 114.8951034546, weight_update_time: 0.1485267133, other_time: 3.4594955444
epoch time: 15.7119245529s, input_fired_time: 0.2549532652, output_fired_time: 0.0000000000, propagate_forward_time: 14.8309717178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259994507
validation[          , genome  6351] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       822.39642, best error:       716.84204 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 197.8346710205s, input_fired_time: 2.2963809967, output_fired_time: 1.6762973070, propagate_forward_time: 74.6662826538, propagate_backward_time: 115.7415771484, weight_update_time: 0.1497267932, other_time: 3.4541244507
epoch time: 15.6220149994s, input_fired_time: 0.2537567317, output_fired_time: 0.0000000000, propagate_forward_time: 14.7411518097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271066666
validation[          , genome  6351] predictions:    9743/  10000 (97.43%), best:    9787/10000 (97.87%), error:       861.86011, best error:       716.84204 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 197.6274871826s, input_fired_time: 2.2940728664, output_fired_time: 1.6641376019, propagate_forward_time: 74.5722732544, propagate_backward_time: 115.6195068359, weight_update_time: 0.1495566666, other_time: 3.4775009155
epoch time: 15.8873281479s, input_fired_time: 0.2590377927, output_fired_time: 0.0000000000, propagate_forward_time: 14.9957141876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325759888
validation[          , genome  6351] predictions:    9797/  10000 (97.97%), best:    9787/10000 (97.87%), error:       760.03064, best error:       716.84204 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 198.1745147705s, input_fired_time: 2.3041727543, output_fired_time: 1.6702202559, propagate_forward_time: 74.9556198120, propagate_backward_time: 115.7651290894, weight_update_time: 0.1499524862, other_time: 3.4793701172
epoch time: 15.8967647552s, input_fired_time: 0.2565641403, output_fired_time: 0.0000000000, propagate_forward_time: 15.0085763931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316242218
validation[          , genome  6351] predictions:    9746/  10000 (97.46%), best:    9787/10000 (97.87%), error:       868.77960, best error:       716.84204 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 198.3729858398s, input_fired_time: 2.2999141216, output_fired_time: 1.6775585413, propagate_forward_time: 74.9599533081, propagate_backward_time: 115.9681625366, weight_update_time: 0.1496324390, other_time: 3.4674072266
epoch time: 15.8553323746s, input_fired_time: 0.2559069693, output_fired_time: 0.0000000000, propagate_forward_time: 14.9752368927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241884232
validation[          , genome  6351] predictions:    9769/  10000 (97.69%), best:    9787/10000 (97.87%), error:       807.55994, best error:       716.84204 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 197.9857940674s, input_fired_time: 2.2920415401, output_fired_time: 1.6647003889, propagate_forward_time: 74.9211425781, propagate_backward_time: 115.6392745972, weight_update_time: 0.1500956863, other_time: 3.4686355591
epoch time: 15.9006996155s, input_fired_time: 0.2573812008, output_fired_time: 0.0000000000, propagate_forward_time: 15.0088434219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344747543
validation[          , genome  6351] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       842.53827, best error:       716.84204 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 197.6904144287s, input_fired_time: 2.2964150906, output_fired_time: 1.6753003597, propagate_forward_time: 74.6635894775, propagate_backward_time: 115.5676498413, weight_update_time: 0.1501864493, other_time: 3.4874649048
epoch time: 15.6869220734s, input_fired_time: 0.2561834157, output_fired_time: 0.0000000000, propagate_forward_time: 14.7950668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356716156
validation[          , genome  6351] predictions:    9780/  10000 (97.80%), best:    9787/10000 (97.87%), error:       794.37262, best error:       716.84204 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 197.2342376709s, input_fired_time: 2.2890367508, output_fired_time: 1.6617845297, propagate_forward_time: 74.5096893311, propagate_backward_time: 115.3045806885, weight_update_time: 0.1486956030, other_time: 3.4691467285
epoch time: 15.8756971359s, input_fired_time: 0.2584665418, output_fired_time: 0.0000000000, propagate_forward_time: 14.9836635590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335668564
validation[          , genome  6351] predictions:    9771/  10000 (97.71%), best:    9787/10000 (97.87%), error:       775.22620, best error:       716.84204 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 198.3715972900s, input_fired_time: 2.3047749996, output_fired_time: 1.6761380434, propagate_forward_time: 74.9330444336, propagate_backward_time: 115.9875564575, weight_update_time: 0.1500152051, other_time: 3.4700851440
epoch time: 15.8542919159s, input_fired_time: 0.2574539185, output_fired_time: 0.0000000000, propagate_forward_time: 14.9772701263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195678711
validation[          , genome  6351] predictions:    9781/  10000 (97.81%), best:    9787/10000 (97.87%), error:       802.02490, best error:       716.84204 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 198.4156646729s, input_fired_time: 2.3076314926, output_fired_time: 1.6818972826, propagate_forward_time: 74.9579544067, propagate_backward_time: 115.9924392700, weight_update_time: 0.1503100097, other_time: 3.4757385254
epoch time: 15.8788127899s, input_fired_time: 0.2590880990, output_fired_time: 0.0000000000, propagate_forward_time: 14.9851007462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346235275
validation[          , genome  6351] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       764.52582, best error:       716.84204 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 198.1378173828s, input_fired_time: 2.3017594814, output_fired_time: 1.6651903391, propagate_forward_time: 74.9335708618, propagate_backward_time: 115.7666473389, weight_update_time: 0.1492669433, other_time: 3.4706497192
epoch time: 15.8462753296s, input_fired_time: 0.2580059469, output_fired_time: 0.0000000000, propagate_forward_time: 14.9643640518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239051819
validation[          , genome  6351] predictions:    9762/  10000 (97.62%), best:    9787/10000 (97.87%), error:       814.70508, best error:       716.84204 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 195.6829376221s, input_fired_time: 2.2751896381, output_fired_time: 1.6307933331, propagate_forward_time: 74.0880203247, propagate_backward_time: 114.2633972168, weight_update_time: 0.1477677375, other_time: 3.4255294800
epoch time: 15.7933292389s, input_fired_time: 0.2565220892, output_fired_time: 0.0000000000, propagate_forward_time: 14.9070501328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297569275
validation[          , genome  6351] predictions:    9781/  10000 (97.81%), best:    9787/10000 (97.87%), error:       785.85577, best error:       716.84204 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 193.1038818359s, input_fired_time: 2.2773430347, output_fired_time: 1.6327946186, propagate_forward_time: 72.8714218140, propagate_backward_time: 112.8917388916, weight_update_time: 0.1467195600, other_time: 3.4305801392
epoch time: 15.8563776016s, input_fired_time: 0.2583631873, output_fired_time: 0.0000000000, propagate_forward_time: 14.9636230469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343917847
validation[          , genome  6351] predictions:    9772/  10000 (97.72%), best:    9787/10000 (97.87%), error:       818.37799, best error:       716.84204 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 197.0356140137s, input_fired_time: 2.3000421524, output_fired_time: 1.6707305908, propagate_forward_time: 74.3353576660, propagate_backward_time: 115.2787551880, weight_update_time: 0.1489132941, other_time: 3.4507217407
epoch time: 15.8567495346s, input_fired_time: 0.2588516176, output_fired_time: 0.0000000000, propagate_forward_time: 14.9677982330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300992966
validation[          , genome  6351] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       813.57416, best error:       716.84204 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 197.0517272949s, input_fired_time: 2.2956936359, output_fired_time: 1.6601959467, propagate_forward_time: 74.4687500000, propagate_backward_time: 115.1677932739, weight_update_time: 0.1487872303, other_time: 3.4592819214
epoch time: 15.2956380844s, input_fired_time: 0.2519317567, output_fired_time: 0.0000000000, propagate_forward_time: 14.4082612991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354446411
validation[          , genome  6351] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       823.69586, best error:       716.84204 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 197.0475921631s, input_fired_time: 2.2990586758, output_fired_time: 1.6661317348, propagate_forward_time: 74.3094558716, propagate_backward_time: 115.3115005493, weight_update_time: 0.1501672566, other_time: 3.4614410400
epoch time: 15.8418292999s, input_fired_time: 0.2579388022, output_fired_time: 0.0000000000, propagate_forward_time: 14.9620437622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218471527
validation[          , genome  6351] predictions:    9762/  10000 (97.62%), best:    9787/10000 (97.87%), error:       820.87439, best error:       716.84204 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 196.9748535156s, input_fired_time: 2.2950973511, output_fired_time: 1.6530921459, propagate_forward_time: 74.5126419067, propagate_backward_time: 115.0633773804, weight_update_time: 0.1493632793, other_time: 3.4506378174
epoch time: 15.8753194809s, input_fired_time: 0.2593232989, output_fired_time: 0.0000000000, propagate_forward_time: 14.9854516983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305446625
validation[          , genome  6351] predictions:    9679/  10000 (96.79%), best:    9787/10000 (97.87%), error:      1081.81128, best error:       716.84204 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 196.8315429688s, input_fired_time: 2.2985079288, output_fired_time: 1.6641247272, propagate_forward_time: 74.2674636841, propagate_backward_time: 115.1487121582, weight_update_time: 0.1491079479, other_time: 3.4527359009
epoch time: 15.8729114532s, input_fired_time: 0.2595211267, output_fired_time: 0.0000000000, propagate_forward_time: 14.9826860428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307039261
validation[          , genome  6351] predictions:    9755/  10000 (97.55%), best:    9787/10000 (97.87%), error:       819.70972, best error:       716.84204 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 193.8360900879s, input_fired_time: 2.2811498642, output_fired_time: 1.6536312103, propagate_forward_time: 73.1703720093, propagate_backward_time: 113.3014755249, weight_update_time: 0.1471913606, other_time: 3.4294738770
epoch time: 15.5330257416s, input_fired_time: 0.2549419105, output_fired_time: 0.0000000000, propagate_forward_time: 14.6535873413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244964600
validation[          , genome  6351] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       792.30054, best error:       716.84204 on epoch:    64, 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: 79.1558761597s, input_fired_time: 1.2783665657, output_fired_time: 0.0000000000, propagate_forward_time: 74.6820983887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1954116821
best training[          , genome  6351] predictions:   49646/  50000 (99.29%), best:    9787/10000 (97.87%), error:      1444.98730, best error:       716.84204 on epoch:    64, 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: 15.8327074051s, input_fired_time: 0.2516911626, output_fired_time: 0.0000000000, propagate_forward_time: 14.9505701065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304464340
   testing[          , genome  6351] predictions:    9803/  10000 (98.03%), best:    9787/10000 (97.87%), error:       700.36273, best error:       716.84204 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:17:49 (72870): called boinc_finish(0)

</stderr_txt>
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