Nameexact_genome_1512568488_44_2436_0
Workunit2583484
Created6 Dec 2017, 23:40:20 UTC
Sent6 Dec 2017, 23:45:08 UTC
Report deadline12 Dec 2017, 15:08:34 UTC
Received7 Dec 2017, 23:52:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 11 min 39 sec
CPU time2 hours 11 min 39 sec
Validate stateValid
Credit1,410.32
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.75 MB
Peak swap size151.60 MB
Peak disk usage1.03 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 82.7506027222s, input_fired_time: 0.8284255862, output_fired_time: 0.5805619955, propagate_forward_time: 32.6443328857, propagate_backward_time: 46.4411392212, weight_update_time: 0.0947375670, other_time: 2.2561492920
epoch time: 5.8348388672s, input_fired_time: 0.0821395740, output_fired_time: 0.0000000000, propagate_forward_time: 5.4202337265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324656487
validation[          , genome  2436] predictions:    9604/  10000 (96.04%), best:    9638/10000 (96.38%), error:      1356.10181, best error:      1266.50549 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 80.4198150635s, input_fired_time: 0.8093699813, output_fired_time: 0.5659551024, propagate_forward_time: 31.7437286377, propagate_backward_time: 45.1096954346, weight_update_time: 0.0931693539, other_time: 2.1910629272
epoch time: 7.1640067101s, input_fired_time: 0.0962931514, output_fired_time: 0.0000000000, propagate_forward_time: 6.6680755615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996381760
validation[          , genome  2436] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1232.71667, best error:      1232.71667 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 73.8694763184s, input_fired_time: 0.7652714849, output_fired_time: 0.5265709162, propagate_forward_time: 29.1084976196, propagate_backward_time: 41.4364700317, weight_update_time: 0.0865832642, other_time: 2.0326614380
epoch time: 5.8931841850s, input_fired_time: 0.0823660716, output_fired_time: 0.0000000000, propagate_forward_time: 5.4737734795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370447159
validation[          , genome  2436] predictions:    9542/  10000 (95.42%), best:    9654/10000 (96.54%), error:      1593.25427, best error:      1232.71667 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.5795211792s, input_fired_time: 0.7415227890, output_fired_time: 0.5023649335, propagate_forward_time: 27.3265190125, propagate_backward_time: 39.0519065857, weight_update_time: 0.0820353404, other_time: 1.9572067261
epoch time: 5.9517998695s, input_fired_time: 0.0816668794, output_fired_time: 0.0000000000, propagate_forward_time: 5.5273904800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427424431
validation[          , genome  2436] predictions:    9598/  10000 (95.98%), best:    9654/10000 (96.54%), error:      1390.29297, best error:      1232.71667 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 75.3436508179s, input_fired_time: 0.7725183964, output_fired_time: 0.5351990461, propagate_forward_time: 29.7819118500, propagate_backward_time: 42.2096557617, weight_update_time: 0.0887679383, other_time: 2.0443572998
epoch time: 5.2811532021s, input_fired_time: 0.0742383376, output_fired_time: 0.0000000000, propagate_forward_time: 4.9003138542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066010475
validation[          , genome  2436] predictions:    9615/  10000 (96.15%), best:    9654/10000 (96.54%), error:      1323.27917, best error:      1232.71667 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.9497222900s, input_fired_time: 0.6965810061, output_fired_time: 0.4696467221, propagate_forward_time: 25.0271320343, propagate_backward_time: 35.9765434265, weight_update_time: 0.0772052109, other_time: 1.7798194885
epoch time: 5.4971852303s, input_fired_time: 0.0783396587, output_fired_time: 0.0000000000, propagate_forward_time: 5.0901608467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286848068
validation[          , genome  2436] predictions:    9599/  10000 (95.99%), best:    9654/10000 (96.54%), error:      1260.53394, best error:      1232.71667 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 75.9836273193s, input_fired_time: 0.7813873887, output_fired_time: 0.5382248163, propagate_forward_time: 30.0829124451, propagate_backward_time: 42.5200653076, weight_update_time: 0.0889196470, other_time: 2.0610389709
epoch time: 5.7715754509s, input_fired_time: 0.0807993636, output_fired_time: 0.0000000000, propagate_forward_time: 5.3621144295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286614418
validation[          , genome  2436] predictions:    9651/  10000 (96.51%), best:    9654/10000 (96.54%), error:      1242.78687, best error:      1232.71667 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 79.9235687256s, input_fired_time: 0.8053066730, output_fired_time: 0.5643197298, propagate_forward_time: 31.5186443329, propagate_backward_time: 44.8738365173, weight_update_time: 0.0927659795, other_time: 2.1614570618
epoch time: 5.6628446579s, input_fired_time: 0.0805740356, output_fired_time: 0.0000000000, propagate_forward_time: 5.2520251274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302454948
validation[          , genome  2436] predictions:    9622/  10000 (96.22%), best:    9654/10000 (96.54%), error:      1289.14795, best error:      1232.71667 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.5460891724s, input_fired_time: 0.7346294522, output_fired_time: 0.4993345439, propagate_forward_time: 26.7965621948, propagate_backward_time: 38.5863800049, weight_update_time: 0.0809957162, other_time: 1.9291839600
epoch time: 5.8427362442s, input_fired_time: 0.0820967108, output_fired_time: 0.0000000000, propagate_forward_time: 5.4253349304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353047371
validation[          , genome  2436] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1146.14331, best error:      1146.14331 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 72.5528869629s, input_fired_time: 0.7598493099, output_fired_time: 0.5208323002, propagate_forward_time: 28.4968166351, propagate_backward_time: 40.7868843079, weight_update_time: 0.0848166347, other_time: 1.9884986877
epoch time: 5.6863026619s, input_fired_time: 0.0805820152, output_fired_time: 0.0000000000, propagate_forward_time: 5.2724671364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332533836
validation[          , genome  2436] predictions:    9503/  10000 (95.03%), best:    9678/10000 (96.78%), error:      1602.91931, best error:      1146.14331 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 79.7248992920s, input_fired_time: 0.8102890849, output_fired_time: 0.5648034811, propagate_forward_time: 31.4715557098, propagate_backward_time: 44.7217521667, weight_update_time: 0.0920322165, other_time: 2.1564979553
epoch time: 5.9677262306s, input_fired_time: 0.0861654803, output_fired_time: 0.0000000000, propagate_forward_time: 5.5330729485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484878540
validation[          , genome  2436] predictions:    9693/  10000 (96.93%), best:    9678/10000 (96.78%), error:      1155.60193, best error:      1146.14331 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.0581283569s, input_fired_time: 0.7992764115, output_fired_time: 0.5532801151, propagate_forward_time: 30.8218498230, propagate_backward_time: 43.7570457458, weight_update_time: 0.0907202065, other_time: 2.1266708374
epoch time: 7.7331771851s, input_fired_time: 0.1026692018, output_fired_time: 0.0000000000, propagate_forward_time: 7.2081933022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223146439
validation[          , genome  2436] predictions:    9608/  10000 (96.08%), best:    9678/10000 (96.78%), error:      1340.68018, best error:      1146.14331 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.5039291382s, input_fired_time: 0.8162499070, output_fired_time: 0.5648724437, propagate_forward_time: 31.8446769714, propagate_backward_time: 45.0927124023, weight_update_time: 0.0931652859, other_time: 2.1854133606
epoch time: 7.5750794411s, input_fired_time: 0.1018465087, output_fired_time: 0.0000000000, propagate_forward_time: 7.0542144775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190182686
validation[          , genome  2436] predictions:    9632/  10000 (96.32%), best:    9678/10000 (96.78%), error:      1295.54907, best error:      1146.14331 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 79.8525009155s, input_fired_time: 0.8210967779, output_fired_time: 0.5631198287, propagate_forward_time: 31.5486640930, propagate_backward_time: 44.7167243958, weight_update_time: 0.0929911435, other_time: 2.2028961182
epoch time: 7.7602143288s, input_fired_time: 0.1050860211, output_fired_time: 0.0000000000, propagate_forward_time: 7.2243065834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308218956
validation[          , genome  2436] predictions:    9628/  10000 (96.28%), best:    9678/10000 (96.78%), error:      1284.97144, best error:      1146.14331 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 72.4729843140s, input_fired_time: 0.7667455673, output_fired_time: 0.5201262236, propagate_forward_time: 28.4234943390, propagate_backward_time: 40.7058486938, weight_update_time: 0.0851829126, other_time: 2.0567703247
epoch time: 7.4095330238s, input_fired_time: 0.1006786078, output_fired_time: 0.0000000000, propagate_forward_time: 6.8969488144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119057655
validation[          , genome  2436] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1114.53516, best error:      1114.53516 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.9455032349s, input_fired_time: 0.8102441430, output_fired_time: 0.5439872146, propagate_forward_time: 30.3862133026, propagate_backward_time: 43.0715370178, weight_update_time: 0.0890360773, other_time: 2.1335258484
epoch time: 6.1530213356s, input_fired_time: 0.0891502723, output_fired_time: 0.0000000000, propagate_forward_time: 5.7076644897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562064171
validation[          , genome  2436] predictions:    9692/  10000 (96.92%), best:    9680/10000 (96.80%), error:      1136.33752, best error:      1114.53516 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.2871704102s, input_fired_time: 0.8273941875, output_fired_time: 0.5679163933, propagate_forward_time: 31.7081947327, propagate_backward_time: 44.9155464172, weight_update_time: 0.0930226445, other_time: 2.2681198120
epoch time: 7.3926248550s, input_fired_time: 0.1015222445, output_fired_time: 0.0000000000, propagate_forward_time: 6.8787465096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123558998
validation[          , genome  2436] predictions:    9673/  10000 (96.73%), best:    9680/10000 (96.80%), error:      1166.00220, best error:      1114.53516 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.5474243164s, input_fired_time: 0.8188157082, output_fired_time: 0.5688634515, propagate_forward_time: 31.8331012726, propagate_backward_time: 45.1258201599, weight_update_time: 0.0931765959, other_time: 2.2008247375
epoch time: 6.0029444695s, input_fired_time: 0.0848911107, output_fired_time: 0.0000000000, propagate_forward_time: 5.5726623535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453907967
validation[          , genome  2436] predictions:    9631/  10000 (96.31%), best:    9680/10000 (96.80%), error:      1336.75208, best error:      1114.53516 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.1352844238s, input_fired_time: 0.7741675973, output_fired_time: 0.5293169618, propagate_forward_time: 29.1168880463, propagate_backward_time: 41.6741981506, weight_update_time: 0.0872138888, other_time: 2.0407066345
epoch time: 6.7994332314s, input_fired_time: 0.0945421830, output_fired_time: 0.0000000000, propagate_forward_time: 6.3242383003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806529045
validation[          , genome  2436] predictions:    9663/  10000 (96.63%), best:    9680/10000 (96.80%), error:      1138.41650, best error:      1114.53516 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 76.9966812134s, input_fired_time: 0.7905448675, output_fired_time: 0.5466310382, propagate_forward_time: 30.3437957764, propagate_backward_time: 43.2308540344, weight_update_time: 0.0899902061, other_time: 2.0848579407
epoch time: 5.1891260147s, input_fired_time: 0.0757023543, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087601662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046636581
validation[          , genome  2436] predictions:    9643/  10000 (96.43%), best:    9680/10000 (96.80%), error:      1242.32861, best error:      1114.53516 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 69.9744796753s, input_fired_time: 0.7450548410, output_fired_time: 0.5066596866, propagate_forward_time: 27.5227756500, propagate_backward_time: 39.2711944580, weight_update_time: 0.0835762173, other_time: 1.9287948608
epoch time: 5.2483768463s, input_fired_time: 0.0755384564, output_fired_time: 0.0000000000, propagate_forward_time: 4.8646774292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081607819
validation[          , genome  2436] predictions:    9672/  10000 (96.72%), best:    9680/10000 (96.80%), error:      1151.38904, best error:      1114.53516 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 72.6788940430s, input_fired_time: 0.7618387341, output_fired_time: 0.5191071630, propagate_forward_time: 28.5381355286, propagate_backward_time: 40.8693237305, weight_update_time: 0.0861107409, other_time: 1.9904899597
epoch time: 6.5185885429s, input_fired_time: 0.0912680328, output_fired_time: 0.0000000000, propagate_forward_time: 6.0619354248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653850555
validation[          , genome  2436] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1135.74524, best error:      1114.53516 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 69.1243362427s, input_fired_time: 0.7409608960, output_fired_time: 0.4977545440, propagate_forward_time: 27.0302448273, propagate_backward_time: 38.9367637634, weight_update_time: 0.0831588581, other_time: 1.9186134338
epoch time: 7.7524905205s, input_fired_time: 0.1047298163, output_fired_time: 0.0000000000, propagate_forward_time: 7.2255334854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222273827
validation[          , genome  2436] predictions:    9656/  10000 (96.56%), best:    9680/10000 (96.80%), error:      1122.35022, best error:      1114.53516 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.5752334595s, input_fired_time: 0.7487595677, output_fired_time: 0.5045450330, propagate_forward_time: 27.3859329224, propagate_backward_time: 39.0068626404, weight_update_time: 0.0819879323, other_time: 1.9291343689
epoch time: 5.7657856941s, input_fired_time: 0.0826857463, output_fired_time: 0.0000000000, propagate_forward_time: 5.3523039818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307957649
validation[          , genome  2436] predictions:    9657/  10000 (96.57%), best:    9680/10000 (96.80%), error:      1162.05042, best error:      1114.53516 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.2145385742s, input_fired_time: 0.7452471256, output_fired_time: 0.5013713837, propagate_forward_time: 27.2534980774, propagate_backward_time: 38.8018417358, weight_update_time: 0.0810987055, other_time: 1.9125785828
epoch time: 7.0674653053s, input_fired_time: 0.0972398296, output_fired_time: 0.0000000000, propagate_forward_time: 6.5789327621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912925720
validation[          , genome  2436] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1091.36462, best error:      1091.36462 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 70.7212982178s, input_fired_time: 0.7551128268, output_fired_time: 0.5117622614, propagate_forward_time: 27.7622680664, propagate_backward_time: 39.7429466248, weight_update_time: 0.0831851214, other_time: 1.9492073059
epoch time: 7.2053475380s, input_fired_time: 0.0988148525, output_fired_time: 0.0000000000, propagate_forward_time: 6.7071275711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994050026
validation[          , genome  2436] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1154.66724, best error:      1091.36462 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 76.2995605469s, input_fired_time: 0.7871246338, output_fired_time: 0.5382956266, propagate_forward_time: 29.9079723358, propagate_backward_time: 43.0112686157, weight_update_time: 0.0881877095, other_time: 2.0549011230
epoch time: 7.4831037521s, input_fired_time: 0.1020083725, output_fired_time: 0.0000000000, propagate_forward_time: 6.9752368927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058585167
validation[          , genome  2436] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1057.85400, best error:      1057.85400 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.0076751709s, input_fired_time: 0.7603071928, output_fired_time: 0.5081753731, propagate_forward_time: 28.0531120300, propagate_backward_time: 39.8149108887, weight_update_time: 0.0814405084, other_time: 1.8711662292
epoch time: 5.7317209244s, input_fired_time: 0.0801976174, output_fired_time: 0.0000000000, propagate_forward_time: 5.3289976120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225255013
validation[          , genome  2436] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1151.15222, best error:      1057.85400 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.4070129395s, input_fired_time: 0.7919153571, output_fired_time: 0.5218777061, propagate_forward_time: 28.8819370270, propagate_backward_time: 41.1820487976, weight_update_time: 0.0859450027, other_time: 2.0292320251
epoch time: 5.1728386879s, input_fired_time: 0.0764805600, output_fired_time: 0.0000000000, propagate_forward_time: 4.7919235229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044347763
validation[          , genome  2436] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:      1034.28955, best error:      1034.28955 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.8047752380s, input_fired_time: 0.7334995270, output_fired_time: 0.4618833661, propagate_forward_time: 25.2365989685, propagate_backward_time: 35.5033302307, weight_update_time: 0.0773625672, other_time: 1.8694610596
epoch time: 5.4650030136s, input_fired_time: 0.0810027570, output_fired_time: 0.0000000000, propagate_forward_time: 5.0486559868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353443146
validation[          , genome  2436] predictions:    9575/  10000 (95.75%), best:    9717/10000 (97.17%), error:      1339.00269, best error:      1034.28955 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.3013076782s, input_fired_time: 0.7475289106, output_fired_time: 0.4793343246, propagate_forward_time: 25.5187320709, propagate_backward_time: 36.6810531616, weight_update_time: 0.0794541314, other_time: 1.8746643066
epoch time: 5.3469233513s, input_fired_time: 0.0792320520, output_fired_time: 0.0000000000, propagate_forward_time: 4.9484372139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192539215
validation[          , genome  2436] predictions:    9718/  10000 (97.18%), best:    9717/10000 (97.17%), error:      1035.62231, best error:      1034.28955 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.8526535034s, input_fired_time: 0.7579637170, output_fired_time: 0.4990875721, propagate_forward_time: 26.8727989197, propagate_backward_time: 38.8169593811, weight_update_time: 0.0822285786, other_time: 1.9058456421
epoch time: 5.5746798515s, input_fired_time: 0.0810873508, output_fired_time: 0.0000000000, propagate_forward_time: 5.1707091331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228831291
validation[          , genome  2436] predictions:    9667/  10000 (96.67%), best:    9717/10000 (97.17%), error:      1143.27734, best error:      1034.28955 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 70.9586944580s, input_fired_time: 0.7767943144, output_fired_time: 0.5103863478, propagate_forward_time: 28.1010532379, propagate_backward_time: 39.5581626892, weight_update_time: 0.0842859820, other_time: 2.0123023987
epoch time: 5.2982535362s, input_fired_time: 0.0778646842, output_fired_time: 0.0000000000, propagate_forward_time: 4.9034547806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169341087
validation[          , genome  2436] predictions:    9675/  10000 (96.75%), best:    9717/10000 (97.17%), error:      1103.11365, best error:      1034.28955 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.5219268799s, input_fired_time: 0.7751197219, output_fired_time: 0.5131080747, propagate_forward_time: 27.9988765717, propagate_backward_time: 40.2536506653, weight_update_time: 0.0853176564, other_time: 1.9811744690
epoch time: 6.2079176903s, input_fired_time: 0.0882461742, output_fired_time: 0.0000000000, propagate_forward_time: 5.7585163116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611550331
validation[          , genome  2436] predictions:    9506/  10000 (95.06%), best:    9717/10000 (97.17%), error:      1611.98425, best error:      1034.28955 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.9260177612s, input_fired_time: 0.7408000231, output_fired_time: 0.4801174402, propagate_forward_time: 25.7989482880, propagate_backward_time: 37.0327758789, weight_update_time: 0.0800891072, other_time: 1.8733749390
epoch time: 5.2686247826s, input_fired_time: 0.0777999982, output_fired_time: 0.0000000000, propagate_forward_time: 4.8833956718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074293137
validation[          , genome  2436] predictions:    9655/  10000 (96.55%), best:    9717/10000 (97.17%), error:      1162.27991, best error:      1034.28955 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.4428100586s, input_fired_time: 0.7367501855, output_fired_time: 0.4744403958, propagate_forward_time: 25.9349822998, propagate_backward_time: 36.4710350037, weight_update_time: 0.0798767656, other_time: 1.8256034851
epoch time: 5.8392901421s, input_fired_time: 0.0841102451, output_fired_time: 0.0000000000, propagate_forward_time: 5.4232478142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319320679
validation[          , genome  2436] predictions:    9684/  10000 (96.84%), best:    9717/10000 (97.17%), error:      1105.61877, best error:      1034.28955 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.6749725342s, input_fired_time: 0.7390803099, output_fired_time: 0.4833940268, propagate_forward_time: 25.7321376801, propagate_backward_time: 36.8984947205, weight_update_time: 0.0784382299, other_time: 1.8218650818
epoch time: 5.3522934914s, input_fired_time: 0.0809272602, output_fired_time: 0.0000000000, propagate_forward_time: 4.9532146454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181514740
validation[          , genome  2436] predictions:    9645/  10000 (96.45%), best:    9717/10000 (97.17%), error:      1190.65869, best error:      1034.28955 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.5886688232s, input_fired_time: 0.7839419842, output_fired_time: 0.5278800130, propagate_forward_time: 29.0656528473, propagate_backward_time: 41.2450904846, weight_update_time: 0.0862987414, other_time: 1.9661064148
epoch time: 7.7672538757s, input_fired_time: 0.1028249636, output_fired_time: 0.0000000000, propagate_forward_time: 7.2512512207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131774902
validation[          , genome  2436] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1021.29803, best error:      1021.29803 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.3351287842s, input_fired_time: 0.7620092034, output_fired_time: 0.5140475631, propagate_forward_time: 28.5096778870, propagate_backward_time: 40.6387748718, weight_update_time: 0.0822132453, other_time: 1.9106216431
epoch time: 5.7368597984s, input_fired_time: 0.0795476735, output_fired_time: 0.0000000000, propagate_forward_time: 5.3308391571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264727592
validation[          , genome  2436] predictions:    9618/  10000 (96.18%), best:    9704/10000 (97.04%), error:      1299.12830, best error:      1021.29803 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.3549728394s, input_fired_time: 0.7414190769, output_fired_time: 0.5052350760, propagate_forward_time: 27.6108722687, propagate_backward_time: 39.6302566528, weight_update_time: 0.0804914311, other_time: 1.8671951294
epoch time: 5.8918642998s, input_fired_time: 0.0814230964, output_fired_time: 0.0000000000, propagate_forward_time: 5.4811553955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292856216
validation[          , genome  2436] predictions:    9610/  10000 (96.10%), best:    9704/10000 (97.04%), error:      1310.55273, best error:      1021.29803 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 74.3098983765s, input_fired_time: 0.7799838781, output_fired_time: 0.5315324068, propagate_forward_time: 29.2757396698, propagate_backward_time: 41.7696342468, weight_update_time: 0.0864189714, other_time: 1.9530067444
epoch time: 6.7434225082s, input_fired_time: 0.0930968970, output_fired_time: 0.0000000000, propagate_forward_time: 6.2815155983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688101768
validation[          , genome  2436] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1044.95361, best error:      1021.29803 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.6984252930s, input_fired_time: 0.8199122548, output_fired_time: 0.5604032874, propagate_forward_time: 31.9461708069, propagate_backward_time: 45.2802124023, weight_update_time: 0.0928322896, other_time: 2.0917243958
epoch time: 5.4296350479s, input_fired_time: 0.0795227513, output_fired_time: 0.0000000000, propagate_forward_time: 5.0369930267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131194115
validation[          , genome  2436] predictions:    9639/  10000 (96.39%), best:    9704/10000 (97.04%), error:      1252.28589, best error:      1021.29803 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.8017730713s, input_fired_time: 0.7273572087, output_fired_time: 0.4785924852, propagate_forward_time: 25.5508899689, propagate_backward_time: 37.2253723145, weight_update_time: 0.0799639896, other_time: 1.8195648193
epoch time: 5.5226039886s, input_fired_time: 0.0798800960, output_fired_time: 0.0000000000, propagate_forward_time: 5.1260356903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166880608
validation[          , genome  2436] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1173.64697, best error:      1021.29803 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 71.9969329834s, input_fired_time: 0.7630419731, output_fired_time: 0.5150237679, propagate_forward_time: 28.3393726349, propagate_backward_time: 40.4789619446, weight_update_time: 0.0827137083, other_time: 1.9005393982
epoch time: 7.7411880493s, input_fired_time: 0.1001748070, output_fired_time: 0.0000000000, propagate_forward_time: 7.2300887108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109244347
validation[          , genome  2436] predictions:    9689/  10000 (96.89%), best:    9704/10000 (97.04%), error:      1066.37097, best error:      1021.29803 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 68.8139190674s, input_fired_time: 0.7596713901, output_fired_time: 0.4971086085, propagate_forward_time: 27.3086547852, propagate_backward_time: 38.3581123352, weight_update_time: 0.0835440978, other_time: 1.8903694153
epoch time: 6.3797879219s, input_fired_time: 0.0914653167, output_fired_time: 0.0000000000, propagate_forward_time: 5.9344043732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539180756
validation[          , genome  2436] predictions:    9683/  10000 (96.83%), best:    9704/10000 (97.04%), error:      1103.96716, best error:      1021.29803 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.1752243042s, input_fired_time: 0.8540109396, output_fired_time: 0.5897179842, propagate_forward_time: 33.6672706604, propagate_backward_time: 47.8775634766, weight_update_time: 0.0979696661, other_time: 2.1866569519
epoch time: 5.8421010971s, input_fired_time: 0.0879186094, output_fired_time: 0.0000000000, propagate_forward_time: 5.4114699364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427124023
validation[          , genome  2436] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1094.13452, best error:      1021.29803 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.6496124268s, input_fired_time: 0.8126848936, output_fired_time: 0.5488673449, propagate_forward_time: 30.9833545685, propagate_backward_time: 43.1992835999, weight_update_time: 0.0900622457, other_time: 2.1054267883
epoch time: 7.0441875458s, input_fired_time: 0.0970759690, output_fired_time: 0.0000000000, propagate_forward_time: 6.5628738403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842377663
validation[          , genome  2436] predictions:    9686/  10000 (96.86%), best:    9704/10000 (97.04%), error:      1090.06006, best error:      1021.29803 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.9373626709s, input_fired_time: 0.7558907270, output_fired_time: 0.4958263934, propagate_forward_time: 26.8436126709, propagate_backward_time: 38.8512725830, weight_update_time: 0.0816754401, other_time: 1.9907608032
epoch time: 5.8071174622s, input_fired_time: 0.0832496434, output_fired_time: 0.0000000000, propagate_forward_time: 5.3742747307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495931625
validation[          , genome  2436] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1147.72998, best error:      1021.29803 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.3850860596s, input_fired_time: 0.7278870940, output_fired_time: 0.4705073833, propagate_forward_time: 25.0626754761, propagate_backward_time: 36.2397804260, weight_update_time: 0.0775703043, other_time: 1.8842353821
epoch time: 5.1240129471s, input_fired_time: 0.0774136335, output_fired_time: 0.0000000000, propagate_forward_time: 4.7255387306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210606575
validation[          , genome  2436] predictions:    9692/  10000 (96.92%), best:    9704/10000 (97.04%), error:      1068.99780, best error:      1021.29803 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.0407485962s, input_fired_time: 0.7532423735, output_fired_time: 0.4825023711, propagate_forward_time: 26.4948215485, propagate_backward_time: 37.4220542908, weight_update_time: 0.0809291154, other_time: 1.8881263733
epoch time: 5.2416663170s, input_fired_time: 0.0805270001, output_fired_time: 0.0000000000, propagate_forward_time: 4.8490023613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121371269
validation[          , genome  2436] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       985.91040, best error:       985.91040 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 69.2727737427s, input_fired_time: 0.7643343210, output_fired_time: 0.4989552796, propagate_forward_time: 27.3094272614, propagate_backward_time: 38.7722663879, weight_update_time: 0.0831351876, other_time: 1.9277915955
epoch time: 7.1816091537s, input_fired_time: 0.0986383557, output_fired_time: 0.0000000000, propagate_forward_time: 6.6703863144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125843048
validation[          , genome  2436] predictions:    9667/  10000 (96.67%), best:    9720/10000 (97.20%), error:      1145.11169, best error:       985.91040 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 70.9875793457s, input_fired_time: 0.7770234346, output_fired_time: 0.5111566782, propagate_forward_time: 27.9228916168, propagate_backward_time: 39.8246879578, weight_update_time: 0.0843116343, other_time: 1.9518241882
epoch time: 5.2480816841s, input_fired_time: 0.0778568536, output_fired_time: 0.0000000000, propagate_forward_time: 4.8599495888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102750778
validation[          , genome  2436] predictions:    9696/  10000 (96.96%), best:    9720/10000 (97.20%), error:      1070.96497, best error:       985.91040 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.0748443604s, input_fired_time: 0.7417722344, output_fired_time: 0.4846643806, propagate_forward_time: 25.9086933136, propagate_backward_time: 37.1263504028, weight_update_time: 0.0796107575, other_time: 1.8133621216
epoch time: 5.2430214882s, input_fired_time: 0.0782767236, output_fired_time: 0.0000000000, propagate_forward_time: 4.8614430428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3033018112
validation[          , genome  2436] predictions:    9631/  10000 (96.31%), best:    9720/10000 (97.20%), error:      1291.03967, best error:       985.91040 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.9252281189s, input_fired_time: 0.7268680334, output_fired_time: 0.4694991410, propagate_forward_time: 24.8327960968, propagate_backward_time: 35.1589393616, weight_update_time: 0.0768097863, other_time: 1.7371253967
epoch time: 5.3043122292s, input_fired_time: 0.0781350583, output_fired_time: 0.0000000000, propagate_forward_time: 4.9200520515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061251640
validation[          , genome  2436] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1101.22485, best error:       985.91040 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.3320236206s, input_fired_time: 0.7392759323, output_fired_time: 0.4789289236, propagate_forward_time: 26.0379295349, propagate_backward_time: 37.2298927307, weight_update_time: 0.0812994391, other_time: 1.8460006714
epoch time: 5.4288072586s, input_fired_time: 0.0794370621, output_fired_time: 0.0000000000, propagate_forward_time: 5.0341711044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151988983
validation[          , genome  2436] predictions:    9633/  10000 (96.33%), best:    9720/10000 (97.20%), error:      1183.21863, best error:       985.91040 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.8637847900s, input_fired_time: 0.7343152761, output_fired_time: 0.4747388065, propagate_forward_time: 25.5214176178, propagate_backward_time: 36.3429450989, weight_update_time: 0.0782554373, other_time: 1.7903709412
epoch time: 5.2091922760s, input_fired_time: 0.0767695680, output_fired_time: 0.0000000000, propagate_forward_time: 4.8304452896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019776344
validation[          , genome  2436] predictions:    9652/  10000 (96.52%), best:    9720/10000 (97.20%), error:      1182.76782, best error:       985.91040 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 69.2456665039s, input_fired_time: 0.7649630308, output_fired_time: 0.4945510030, propagate_forward_time: 27.3221988678, propagate_backward_time: 38.7846755981, weight_update_time: 0.0837146863, other_time: 1.8792800903
epoch time: 5.3646631241s, input_fired_time: 0.0806156993, output_fired_time: 0.0000000000, propagate_forward_time: 4.9758143425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082332611
validation[          , genome  2436] predictions:    9680/  10000 (96.80%), best:    9720/10000 (97.20%), error:      1095.74207, best error:       985.91040 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.9833221436s, input_fired_time: 0.7403223515, output_fired_time: 0.4755088687, propagate_forward_time: 25.5483970642, propagate_backward_time: 37.3971481323, weight_update_time: 0.0805094689, other_time: 1.8219413757
epoch time: 5.3145685196s, input_fired_time: 0.0789915696, output_fired_time: 0.0000000000, propagate_forward_time: 4.9291276932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064494133
validation[          , genome  2436] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:      1088.39392, best error:       985.91040 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.6091957092s, input_fired_time: 0.7236163020, output_fired_time: 0.4698376656, propagate_forward_time: 24.7928314209, propagate_backward_time: 35.8618965149, weight_update_time: 0.0781215280, other_time: 1.7610130310
epoch time: 5.4261326790s, input_fired_time: 0.0807182118, output_fired_time: 0.0000000000, propagate_forward_time: 5.0354247093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099899292
validation[          , genome  2436] predictions:    9683/  10000 (96.83%), best:    9720/10000 (97.20%), error:      1110.60315, best error:       985.91040 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 66.4144668579s, input_fired_time: 0.7522714734, output_fired_time: 0.4835311174, propagate_forward_time: 26.2223453522, propagate_backward_time: 37.1249351501, weight_update_time: 0.0810806453, other_time: 1.8313865662
epoch time: 5.3411202431s, input_fired_time: 0.0806546956, output_fired_time: 0.0000000000, propagate_forward_time: 4.9510350227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094305992
validation[          , genome  2436] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1073.31848, best error:       985.91040 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.9056968689s, input_fired_time: 0.7308450937, output_fired_time: 0.4724074900, propagate_forward_time: 24.9186210632, propagate_backward_time: 36.0182495117, weight_update_time: 0.0786842778, other_time: 1.7655715942
epoch time: 5.5142436028s, input_fired_time: 0.0819930360, output_fired_time: 0.0000000000, propagate_forward_time: 5.1197972298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124532700
validation[          , genome  2436] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:      1016.32684, best error:       985.91040 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.2922592163s, input_fired_time: 0.7384091616, output_fired_time: 0.4743386209, propagate_forward_time: 25.2841835022, propagate_backward_time: 36.0142326355, weight_update_time: 0.0788867623, other_time: 1.7810935974
epoch time: 5.4193816185s, input_fired_time: 0.0818226784, output_fired_time: 0.0000000000, propagate_forward_time: 5.0293326378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082261086
validation[          , genome  2436] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:      1042.42554, best error:       985.91040 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.4487380981s, input_fired_time: 0.7801675797, output_fired_time: 0.5126512051, propagate_forward_time: 28.1010818481, propagate_backward_time: 40.1451911926, weight_update_time: 0.0846706778, other_time: 1.9096488953
epoch time: 7.7242712975s, input_fired_time: 0.1025518999, output_fired_time: 0.0000000000, propagate_forward_time: 7.2113566399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103627205
validation[          , genome  2436] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1091.66565, best error:       985.91040 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.2268829346s, input_fired_time: 0.8145858645, output_fired_time: 0.5440303683, propagate_forward_time: 30.5354022980, propagate_backward_time: 43.3143844604, weight_update_time: 0.0896484330, other_time: 2.0184860229
epoch time: 5.7471275330s, input_fired_time: 0.0832740143, output_fired_time: 0.0000000000, propagate_forward_time: 5.3354601860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283934593
validation[          , genome  2436] predictions:    9732/  10000 (97.32%), best:    9720/10000 (97.20%), error:       994.38745, best error:       985.91040 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.0361785889s, input_fired_time: 0.7644332647, output_fired_time: 0.5077496767, propagate_forward_time: 27.9272003174, propagate_backward_time: 39.9343910217, weight_update_time: 0.0816946626, other_time: 1.9024009705
epoch time: 5.8719725609s, input_fired_time: 0.0838801786, output_fired_time: 0.0000000000, propagate_forward_time: 5.4601659775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279266357
validation[          , genome  2436] predictions:    9680/  10000 (96.80%), best:    9720/10000 (97.20%), error:      1116.14514, best error:       985.91040 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.9194717407s, input_fired_time: 0.7795231342, output_fired_time: 0.5200417042, propagate_forward_time: 28.8438873291, propagate_backward_time: 40.8433418274, weight_update_time: 0.0830498040, other_time: 1.9326744080
epoch time: 5.6286435127s, input_fired_time: 0.0827520415, output_fired_time: 0.0000000000, propagate_forward_time: 5.2235794067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223118782
validation[          , genome  2436] predictions:    9712/  10000 (97.12%), best:    9720/10000 (97.20%), error:      1066.23547, best error:       985.91040 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.6533203125s, input_fired_time: 0.7980123162, output_fired_time: 0.5288577676, propagate_forward_time: 29.5821113586, propagate_backward_time: 41.6969909668, weight_update_time: 0.0867249742, other_time: 2.0473518372
epoch time: 7.5880570412s, input_fired_time: 0.1029668450, output_fired_time: 0.0000000000, propagate_forward_time: 7.0799360275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051542282
validation[          , genome  2436] predictions:    9723/  10000 (97.23%), best:    9720/10000 (97.20%), error:       991.17010, best error:       985.91040 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.3659515381s, input_fired_time: 0.7667838931, output_fired_time: 0.4995690286, propagate_forward_time: 27.3995208740, propagate_backward_time: 38.8030357361, weight_update_time: 0.0794826671, other_time: 1.8970375061
epoch time: 6.2998490334s, input_fired_time: 0.0890103653, output_fired_time: 0.0000000000, propagate_forward_time: 5.8566184044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542203903
validation[          , genome  2436] predictions:    9736/  10000 (97.36%), best:    9720/10000 (97.20%), error:       989.18787, best error:       985.91040 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 70.1528396606s, input_fired_time: 0.7663914561, output_fired_time: 0.4986900687, propagate_forward_time: 27.6841011047, propagate_backward_time: 39.2989044189, weight_update_time: 0.0809165239, other_time: 1.9047584534
epoch time: 5.3708796501s, input_fired_time: 0.0792612433, output_fired_time: 0.0000000000, propagate_forward_time: 4.9836220741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079962730
validation[          , genome  2436] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:      1051.03247, best error:       985.91040 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.4552764893s, input_fired_time: 0.7675580978, output_fired_time: 0.5029276013, propagate_forward_time: 27.7584629059, propagate_backward_time: 39.5507087708, weight_update_time: 0.0809945911, other_time: 1.8756217957
epoch time: 5.4870710373s, input_fired_time: 0.0810407847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0875444412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184857368
validation[          , genome  2436] predictions:    9712/  10000 (97.12%), best:    9720/10000 (97.20%), error:      1006.66553, best error:       985.91040 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.7810287476s, input_fired_time: 0.7690458894, output_fired_time: 0.4969850481, propagate_forward_time: 27.6221122742, propagate_backward_time: 38.9850769043, weight_update_time: 0.0807079524, other_time: 1.9078102112
epoch time: 6.3229584694s, input_fired_time: 0.0887501091, output_fired_time: 0.0000000000, propagate_forward_time: 5.8825073242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517012596
validation[          , genome  2436] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:      1026.75464, best error:       985.91040 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.3822479248s, input_fired_time: 0.7600187063, output_fired_time: 0.4894877374, propagate_forward_time: 27.0042133331, propagate_backward_time: 38.2747039795, weight_update_time: 0.0786141530, other_time: 1.8538284302
epoch time: 5.3159060478s, input_fired_time: 0.0811055377, output_fired_time: 0.0000000000, propagate_forward_time: 4.9047179222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300824165
validation[          , genome  2436] predictions:    9713/  10000 (97.13%), best:    9720/10000 (97.20%), error:      1045.40247, best error:       985.91040 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.0182952881s, input_fired_time: 0.7688649893, output_fired_time: 0.4981606007, propagate_forward_time: 27.4816761017, propagate_backward_time: 39.3941879272, weight_update_time: 0.0812018961, other_time: 1.8754043579
epoch time: 6.9916877747s, input_fired_time: 0.0959164798, output_fired_time: 0.0000000000, propagate_forward_time: 6.5189933777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767781258
validation[          , genome  2436] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:      1039.11841, best error:       985.91040 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 66.2090454102s, input_fired_time: 0.7443043590, output_fired_time: 0.4798576534, propagate_forward_time: 26.1296844482, propagate_backward_time: 37.0924034119, weight_update_time: 0.0767537579, other_time: 1.7627983093
epoch time: 5.4525427818s, input_fired_time: 0.0816018060, output_fired_time: 0.0000000000, propagate_forward_time: 5.0586390495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123021126
validation[          , genome  2436] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:      1075.67810, best error:       985.91040 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.0236968994s, input_fired_time: 0.7500178814, output_fired_time: 0.4832351804, propagate_forward_time: 26.4710102081, propagate_backward_time: 37.5157241821, weight_update_time: 0.0772963986, other_time: 1.8037109375
epoch time: 6.7839469910s, input_fired_time: 0.0945823416, output_fired_time: 0.0000000000, propagate_forward_time: 6.3224611282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669033051
validation[          , genome  2436] predictions:    9675/  10000 (96.75%), best:    9720/10000 (97.20%), error:      1089.60986, best error:       985.91040 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 79.4598312378s, input_fired_time: 0.8248435259, output_fired_time: 0.5552624464, propagate_forward_time: 31.3329200745, propagate_backward_time: 44.7069625854, weight_update_time: 0.0908379704, other_time: 2.0398445129
epoch time: 6.8148312569s, input_fired_time: 0.0966213197, output_fired_time: 0.0000000000, propagate_forward_time: 6.3449864388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732233047
validation[          , genome  2436] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:      1065.01184, best error:       985.91040 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.5670242310s, input_fired_time: 0.7425094843, output_fired_time: 0.4809766412, propagate_forward_time: 26.1272392273, propagate_backward_time: 37.4287452698, weight_update_time: 0.0776952654, other_time: 1.7875518799
epoch time: 4.8195123672s, input_fired_time: 0.0730649829, output_fired_time: 0.0000000000, propagate_forward_time: 4.4662141800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802333832
validation[          , genome  2436] predictions:    9670/  10000 (96.70%), best:    9720/10000 (97.20%), error:      1104.72766, best error:       985.91040 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.4786071777s, input_fired_time: 0.7543410659, output_fired_time: 0.4855070710, propagate_forward_time: 26.4867496490, propagate_backward_time: 37.9511680603, weight_update_time: 0.0785070583, other_time: 1.8008460999
epoch time: 5.4015493393s, input_fired_time: 0.0814185068, output_fired_time: 0.0000000000, propagate_forward_time: 5.0089235306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112072945
validation[          , genome  2436] predictions:    9673/  10000 (96.73%), best:    9720/10000 (97.20%), error:      1094.79773, best error:       985.91040 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.0135650635s, input_fired_time: 0.7623986006, output_fired_time: 0.4991090596, propagate_forward_time: 27.1132984161, propagate_backward_time: 38.8111305237, weight_update_time: 0.0798638687, other_time: 1.8276329041
epoch time: 5.3059401512s, input_fired_time: 0.0795488879, output_fired_time: 0.0000000000, propagate_forward_time: 4.9253783226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010129929
validation[          , genome  2436] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:      1001.78986, best error:       985.91040 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.9234313965s, input_fired_time: 0.8158424497, output_fired_time: 0.5408160686, propagate_forward_time: 30.3839454651, propagate_backward_time: 43.1814651489, weight_update_time: 0.0888121277, other_time: 2.0013618469
epoch time: 6.5366206169s, input_fired_time: 0.0918389335, output_fired_time: 0.0000000000, propagate_forward_time: 6.0888681412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559136391
validation[          , genome  2436] predictions:    9708/  10000 (97.08%), best:    9720/10000 (97.20%), error:      1035.58533, best error:       985.91040 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.4560470581s, input_fired_time: 0.8349437118, output_fired_time: 0.5555692315, propagate_forward_time: 31.4250106812, propagate_backward_time: 44.5752601624, weight_update_time: 0.0914102793, other_time: 2.0652580261
epoch time: 5.2328672409s, input_fired_time: 0.0788982883, output_fired_time: 0.0000000000, propagate_forward_time: 4.8550786972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988901138
validation[          , genome  2436] predictions:    9671/  10000 (96.71%), best:    9720/10000 (97.20%), error:      1104.14490, best error:       985.91040 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.4610900879s, input_fired_time: 0.8222609162, output_fired_time: 0.5442235470, propagate_forward_time: 30.3721046448, propagate_backward_time: 42.7182998657, weight_update_time: 0.0886606872, other_time: 2.0042076111
epoch time: 5.1070637703s, input_fired_time: 0.0797966272, output_fired_time: 0.0000000000, propagate_forward_time: 4.7293877602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978792191
validation[          , genome  2436] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1079.64172, best error:       985.91040 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4806671143s, input_fired_time: 0.7339400649, output_fired_time: 0.4717303813, propagate_forward_time: 25.2125453949, propagate_backward_time: 36.3077163696, weight_update_time: 0.0751732215, other_time: 1.7547378540
epoch time: 6.4753761292s, input_fired_time: 0.0922572091, output_fired_time: 0.0000000000, propagate_forward_time: 6.0252127647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579063416
validation[          , genome  2436] predictions:    9550/  10000 (95.50%), best:    9720/10000 (97.20%), error:      1484.91406, best error:       985.91040 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 73.3288040161s, input_fired_time: 0.8023122549, output_fired_time: 0.5262063742, propagate_forward_time: 28.9823341370, propagate_backward_time: 41.0734367371, weight_update_time: 0.0857282281, other_time: 1.9445114136
epoch time: 5.6444592476s, input_fired_time: 0.0848668888, output_fired_time: 0.0000000000, propagate_forward_time: 5.2377018929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218903542
validation[          , genome  2436] predictions:    9667/  10000 (96.67%), best:    9720/10000 (97.20%), error:      1163.75586, best error:       985.91040 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.2879943848s, input_fired_time: 0.7552465796, output_fired_time: 0.4848908782, propagate_forward_time: 25.9542160034, propagate_backward_time: 37.2777252197, weight_update_time: 0.0764072761, other_time: 1.8159103394
epoch time: 4.8857240677s, input_fired_time: 0.0755712017, output_fired_time: 0.0000000000, propagate_forward_time: 4.5210952759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890577316
validation[          , genome  2436] predictions:    9678/  10000 (96.78%), best:    9720/10000 (97.20%), error:      1089.04639, best error:       985.91040 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.8375625610s, input_fired_time: 0.7548761368, output_fired_time: 0.4875831604, propagate_forward_time: 26.4018726349, propagate_backward_time: 38.3155860901, weight_update_time: 0.0789878592, other_time: 1.8776512146
epoch time: 5.2304625511s, input_fired_time: 0.0799762979, output_fired_time: 0.0000000000, propagate_forward_time: 4.8465204239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039660454
validation[          , genome  2436] predictions:    9709/  10000 (97.09%), best:    9720/10000 (97.20%), error:      1028.84888, best error:       985.91040 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.9814224243s, input_fired_time: 0.7570055723, output_fired_time: 0.4906041920, propagate_forward_time: 26.2495822906, propagate_backward_time: 37.6525802612, weight_update_time: 0.0759272799, other_time: 1.8316574097
epoch time: 6.0130043030s, input_fired_time: 0.0883371904, output_fired_time: 0.0000000000, propagate_forward_time: 5.5770468712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476200104
validation[          , genome  2436] predictions:    9689/  10000 (96.89%), best:    9720/10000 (97.20%), error:      1047.50012, best error:       985.91040 on epoch:    63, 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: 29.9974536896s, input_fired_time: 0.4347029328, output_fired_time: 0.0000000000, propagate_forward_time: 27.8022918701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7604579926
best training[          , genome  2436] predictions:   49188/  50000 (98.38%), best:    9720/10000 (97.20%), error:      2941.45288, best error:       985.91040 on epoch:    63, 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: 5.7546792030s, input_fired_time: 0.0814756379, output_fired_time: 0.0000000000, propagate_forward_time: 5.3343906403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388128281
   testing[          , genome  2436] predictions:    9734/  10000 (97.34%), best:    9720/10000 (97.20%), error:       895.84583, best error:       985.91040 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:51:45 (36215): called boinc_finish(0)

</stderr_txt>
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