Nameexact_genome_1512568488_44_3096_1
Workunit2586784
Created7 Dec 2017, 2:59:45 UTC
Sent7 Dec 2017, 3:07:12 UTC
Report deadline10 Dec 2017, 2:46:13 UTC
Received7 Dec 2017, 23:54:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 12 min 25 sec
CPU time1 hours 12 min 25 sec
Validate stateValid
Credit746.36
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.55 MB
Peak swap size150.30 MB
Peak disk usage0.89 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: 35.1028594971s, input_fired_time: 0.3468023837, output_fired_time: 0.2343992293, propagate_forward_time: 14.0048971176, propagate_backward_time: 19.0721817017, weight_update_time: 0.0612603873, other_time: 1.4445800781
epoch time: 3.2507185936s, input_fired_time: 0.0386913717, output_fired_time: 0.0000000000, propagate_forward_time: 2.9509882927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610390186
validation[          , genome  3096] predictions:    9494/  10000 (94.94%), best:    9541/10000 (95.41%), error:      1686.87585, best error:      1586.29639 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 42.2459793091s, input_fired_time: 0.3882299662, output_fired_time: 0.2753049135, propagate_forward_time: 17.2268238068, propagate_backward_time: 22.6886615753, weight_update_time: 0.0721569657, other_time: 1.6669578552
epoch time: 3.1731665134s, input_fired_time: 0.0374900550, output_fired_time: 0.0000000000, propagate_forward_time: 2.8808715343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548048496
validation[          , genome  3096] predictions:    9517/  10000 (95.17%), best:    9541/10000 (95.41%), error:      1636.29700, best error:      1586.29639 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 38.3411216736s, input_fired_time: 0.3630124032, output_fired_time: 0.2487389445, propagate_forward_time: 15.4343223572, propagate_backward_time: 20.7465496063, weight_update_time: 0.0665995032, other_time: 1.5484981537
epoch time: 3.1226000786s, input_fired_time: 0.0374751352, output_fired_time: 0.0000000000, propagate_forward_time: 2.8301835060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549414635
validation[          , genome  3096] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1575.29297, best error:      1575.29297 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 35.0582847595s, input_fired_time: 0.3456633091, output_fired_time: 0.2313233316, propagate_forward_time: 14.1054077148, propagate_backward_time: 18.9422378540, weight_update_time: 0.0609522127, other_time: 1.4336509705
epoch time: 3.0913224220s, input_fired_time: 0.0372181013, output_fired_time: 0.0000000000, propagate_forward_time: 2.8039896488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501146793
validation[          , genome  3096] predictions:    9540/  10000 (95.40%), best:    9519/10000 (95.19%), error:      1620.34644, best error:      1575.29297 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 38.0519332886s, input_fired_time: 0.3631600142, output_fired_time: 0.2491336763, propagate_forward_time: 15.3856420517, propagate_backward_time: 20.5220947266, weight_update_time: 0.0657308400, other_time: 1.5319023132
epoch time: 3.3286142349s, input_fired_time: 0.0397783294, output_fired_time: 0.0000000000, propagate_forward_time: 3.0212259293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676100731
validation[          , genome  3096] predictions:    9537/  10000 (95.37%), best:    9519/10000 (95.19%), error:      1575.30591, best error:      1575.29297 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.2152175903s, input_fired_time: 0.3521844745, output_fired_time: 0.2409415245, propagate_forward_time: 14.4958877563, propagate_backward_time: 19.6692924500, weight_update_time: 0.0620443858, other_time: 1.4569129944
epoch time: 3.0385501385s, input_fired_time: 0.0364738740, output_fired_time: 0.0000000000, propagate_forward_time: 2.7577524185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2443237305
validation[          , genome  3096] predictions:    9439/  10000 (94.39%), best:    9519/10000 (95.19%), error:      1833.61914, best error:      1575.29297 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 35.7599678040s, input_fired_time: 0.3514563441, output_fired_time: 0.2368897498, propagate_forward_time: 14.4804677963, propagate_backward_time: 19.2472343445, weight_update_time: 0.0614510253, other_time: 1.4439201355
epoch time: 3.0728516579s, input_fired_time: 0.0368116498, output_fired_time: 0.0000000000, propagate_forward_time: 2.7890448570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469952106
validation[          , genome  3096] predictions:    9530/  10000 (95.30%), best:    9519/10000 (95.19%), error:      1585.83472, best error:      1575.29297 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.5927734375s, input_fired_time: 0.3544985354, output_fired_time: 0.2416102886, propagate_forward_time: 14.6867189407, propagate_backward_time: 19.8470001221, weight_update_time: 0.0625941083, other_time: 1.4629440308
epoch time: 3.3247535229s, input_fired_time: 0.0394490212, output_fired_time: 0.0000000000, propagate_forward_time: 3.0193040371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660005093
validation[          , genome  3096] predictions:    9538/  10000 (95.38%), best:    9519/10000 (95.19%), error:      1589.08801, best error:      1575.29297 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 38.5339775085s, input_fired_time: 0.3714975715, output_fired_time: 0.2515256703, propagate_forward_time: 15.5622806549, propagate_backward_time: 20.7967834473, weight_update_time: 0.0662859455, other_time: 1.5518894196
epoch time: 4.4623050690s, input_fired_time: 0.0506536290, output_fired_time: 0.0000000000, propagate_forward_time: 4.0703215599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413300514
validation[          , genome  3096] predictions:    9534/  10000 (95.34%), best:    9519/10000 (95.19%), error:      1603.16760, best error:      1575.29297 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.8148536682s, input_fired_time: 0.3885722458, output_fired_time: 0.2650334239, propagate_forward_time: 16.6410694122, propagate_backward_time: 21.8896102905, weight_update_time: 0.0702652782, other_time: 1.6305675507
epoch time: 4.0427279472s, input_fired_time: 0.0462789685, output_fired_time: 0.0000000000, propagate_forward_time: 3.6812667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151822090
validation[          , genome  3096] predictions:    9559/  10000 (95.59%), best:    9559/10000 (95.59%), error:      1568.04199, best error:      1568.04199 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 35.2245903015s, input_fired_time: 0.3511169553, output_fired_time: 0.2364462763, propagate_forward_time: 14.1318111420, propagate_backward_time: 19.0945281982, weight_update_time: 0.0597760789, other_time: 1.4106884003
epoch time: 3.1972255707s, input_fired_time: 0.0398703106, output_fired_time: 0.0000000000, propagate_forward_time: 2.8938074112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635478973
validation[          , genome  3096] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1500.79456, best error:      1500.79456 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.2055740356s, input_fired_time: 0.3775654137, output_fired_time: 0.2614556849, propagate_forward_time: 16.2836437225, propagate_backward_time: 21.6848297119, weight_update_time: 0.0690365583, other_time: 1.5980777740
epoch time: 4.5223159790s, input_fired_time: 0.0513306446, output_fired_time: 0.0000000000, propagate_forward_time: 4.1252679825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457174301
validation[          , genome  3096] predictions:    9542/  10000 (95.42%), best:    9538/10000 (95.38%), error:      1555.71326, best error:      1500.79456 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 45.3335571289s, input_fired_time: 0.4109389484, output_fired_time: 0.2908844650, propagate_forward_time: 18.5850372314, propagate_backward_time: 24.2585906982, weight_update_time: 0.0792328268, other_time: 1.7881050110
epoch time: 3.3134436607s, input_fired_time: 0.0401749499, output_fired_time: 0.0000000000, propagate_forward_time: 3.0089654922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643032074
validation[          , genome  3096] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1458.69519, best error:      1458.69519 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 41.4578971863s, input_fired_time: 0.3899335563, output_fired_time: 0.2690217793, propagate_forward_time: 16.9284210205, propagate_backward_time: 22.2218589783, weight_update_time: 0.0700293854, other_time: 1.6486625671
epoch time: 3.0650334358s, input_fired_time: 0.0372718014, output_fired_time: 0.0000000000, propagate_forward_time: 2.7819831371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2457785606
validation[          , genome  3096] predictions:    9537/  10000 (95.37%), best:    9590/10000 (95.90%), error:      1596.96973, best error:      1458.69519 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 37.7818069458s, input_fired_time: 0.3669294417, output_fired_time: 0.2492560446, propagate_forward_time: 15.2759742737, propagate_backward_time: 20.3884658813, weight_update_time: 0.0629482567, other_time: 1.5011825562
epoch time: 3.1418309212s, input_fired_time: 0.0390412398, output_fired_time: 0.0000000000, propagate_forward_time: 2.8435454369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592442036
validation[          , genome  3096] predictions:    9562/  10000 (95.62%), best:    9590/10000 (95.90%), error:      1521.94446, best error:      1458.69519 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 42.7789535522s, input_fired_time: 0.3968866467, output_fired_time: 0.2762912512, propagate_forward_time: 17.5628471375, propagate_backward_time: 22.8616962433, weight_update_time: 0.0711810142, other_time: 1.6812343597
epoch time: 3.0908651352s, input_fired_time: 0.0375613011, output_fired_time: 0.0000000000, propagate_forward_time: 2.8043582439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2489454746
validation[          , genome  3096] predictions:    9490/  10000 (94.90%), best:    9590/10000 (95.90%), error:      1645.19568, best error:      1458.69519 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.2549018860s, input_fired_time: 0.3756435812, output_fired_time: 0.2565802038, propagate_forward_time: 15.9347553253, propagate_backward_time: 21.1251010895, weight_update_time: 0.0657346100, other_time: 1.5628204346
epoch time: 2.9687578678s, input_fired_time: 0.0374962613, output_fired_time: 0.0000000000, propagate_forward_time: 2.6894402504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418212891
validation[          , genome  3096] predictions:    9563/  10000 (95.63%), best:    9590/10000 (95.90%), error:      1482.52344, best error:      1458.69519 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 36.5176162720s, input_fired_time: 0.3631325066, output_fired_time: 0.2403168231, propagate_forward_time: 14.8247175217, propagate_backward_time: 19.5762233734, weight_update_time: 0.0604210235, other_time: 1.5132236481
epoch time: 3.1199398041s, input_fired_time: 0.0387340337, output_fired_time: 0.0000000000, propagate_forward_time: 2.8238542080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573516369
validation[          , genome  3096] predictions:    9562/  10000 (95.62%), best:    9590/10000 (95.90%), error:      1500.80371, best error:      1458.69519 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.7010498047s, input_fired_time: 0.3958388865, output_fired_time: 0.2712982595, propagate_forward_time: 17.0531845093, propagate_backward_time: 22.3176326752, weight_update_time: 0.0686382279, other_time: 1.6630954742
epoch time: 3.0498552322s, input_fired_time: 0.0371753983, output_fired_time: 0.0000000000, propagate_forward_time: 2.7657175064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469623089
validation[          , genome  3096] predictions:    9541/  10000 (95.41%), best:    9590/10000 (95.90%), error:      1578.04541, best error:      1458.69519 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.6001625061s, input_fired_time: 0.3547527492, output_fired_time: 0.2343805730, propagate_forward_time: 14.2637548447, propagate_backward_time: 19.3010463715, weight_update_time: 0.0596340522, other_time: 1.4462299347
epoch time: 3.1564152241s, input_fired_time: 0.0396973118, output_fired_time: 0.0000000000, propagate_forward_time: 2.8527619839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639558315
validation[          , genome  3096] predictions:    9546/  10000 (95.46%), best:    9590/10000 (95.90%), error:      1571.54651, best error:      1458.69519 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 36.4452896118s, input_fired_time: 0.3594547808, output_fired_time: 0.2404807359, propagate_forward_time: 14.6545000076, propagate_backward_time: 19.7327384949, weight_update_time: 0.0608817413, other_time: 1.4581146240
epoch time: 2.9923970699s, input_fired_time: 0.0375659950, output_fired_time: 0.0000000000, propagate_forward_time: 2.7131388187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416923046
validation[          , genome  3096] predictions:    9552/  10000 (95.52%), best:    9590/10000 (95.90%), error:      1539.85034, best error:      1458.69519 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.6218833923s, input_fired_time: 0.3530493081, output_fired_time: 0.2324106991, propagate_forward_time: 14.3031682968, propagate_backward_time: 19.2999458313, weight_update_time: 0.0601599365, other_time: 1.4333076477
epoch time: 3.1208438873s, input_fired_time: 0.0377206691, output_fired_time: 0.0000000000, propagate_forward_time: 2.8323659897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2507572174
validation[          , genome  3096] predictions:    9519/  10000 (95.19%), best:    9590/10000 (95.90%), error:      1580.37415, best error:      1458.69519 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 34.3315277100s, input_fired_time: 0.3478669822, output_fired_time: 0.2274184525, propagate_forward_time: 13.7821683884, propagate_backward_time: 18.6055393219, weight_update_time: 0.0572164804, other_time: 1.3685359955
epoch time: 3.1398179531s, input_fired_time: 0.0381509475, output_fired_time: 0.0000000000, propagate_forward_time: 2.8514618874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2502050400
validation[          , genome  3096] predictions:    9565/  10000 (95.65%), best:    9590/10000 (95.90%), error:      1501.77966, best error:      1458.69519 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.1612014771s, input_fired_time: 0.3643795550, output_fired_time: 0.2434646338, propagate_forward_time: 15.0014438629, propagate_backward_time: 20.0746822357, weight_update_time: 0.0619804710, other_time: 1.4772300720
epoch time: 3.1192452908s, input_fired_time: 0.0374845825, output_fired_time: 0.0000000000, propagate_forward_time: 2.8330240250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2487366199
validation[          , genome  3096] predictions:    9509/  10000 (95.09%), best:    9590/10000 (95.90%), error:      1631.32153, best error:      1458.69519 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.3612174988s, input_fired_time: 0.3520221114, output_fired_time: 0.2325864136, propagate_forward_time: 14.2566156387, propagate_backward_time: 19.0986061096, weight_update_time: 0.0596810728, other_time: 1.4213905334
epoch time: 3.7349326611s, input_fired_time: 0.0436454639, output_fired_time: 0.0000000000, propagate_forward_time: 3.3941726685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971146107
validation[          , genome  3096] predictions:    9566/  10000 (95.66%), best:    9590/10000 (95.90%), error:      1465.75403, best error:      1458.69519 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 35.2050056458s, input_fired_time: 0.3507620394, output_fired_time: 0.2323343158, propagate_forward_time: 14.1126642227, propagate_backward_time: 19.1178646088, weight_update_time: 0.0590091497, other_time: 1.3913822174
epoch time: 3.1037719250s, input_fired_time: 0.0381723978, output_fired_time: 0.0000000000, propagate_forward_time: 2.8173699379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2482295036
validation[          , genome  3096] predictions:    9542/  10000 (95.42%), best:    9590/10000 (95.90%), error:      1537.89087, best error:      1458.69519 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.4205207825s, input_fired_time: 0.3594458401, output_fired_time: 0.2390070558, propagate_forward_time: 14.6425790787, propagate_backward_time: 19.7389469147, weight_update_time: 0.0614077747, other_time: 1.4405422211
epoch time: 3.0587375164s, input_fired_time: 0.0377667323, output_fired_time: 0.0000000000, propagate_forward_time: 2.7757601738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2452106476
validation[          , genome  3096] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1406.16589, best error:      1406.16589 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.2423553467s, input_fired_time: 0.3804153204, output_fired_time: 0.2609536052, propagate_forward_time: 16.3380641937, propagate_backward_time: 21.6807212830, weight_update_time: 0.0669777021, other_time: 1.5822010040
epoch time: 3.1798861027s, input_fired_time: 0.0385522097, output_fired_time: 0.0000000000, propagate_forward_time: 2.8877089024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2536249161
validation[          , genome  3096] predictions:    9515/  10000 (95.15%), best:    9590/10000 (95.90%), error:      1571.44946, best error:      1406.16589 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.9054908752s, input_fired_time: 0.3690060377, output_fired_time: 0.2484672815, propagate_forward_time: 15.3864421844, propagate_backward_time: 20.4144420624, weight_update_time: 0.0632514060, other_time: 1.4871330261
epoch time: 3.1536395550s, input_fired_time: 0.0393828042, output_fired_time: 0.0000000000, propagate_forward_time: 2.8579394817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563173771
validation[          , genome  3096] predictions:    9584/  10000 (95.84%), best:    9590/10000 (95.90%), error:      1461.33105, best error:      1406.16589 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 35.2413940430s, input_fired_time: 0.3540449739, output_fired_time: 0.2341192663, propagate_forward_time: 14.1025476456, propagate_backward_time: 19.1562767029, weight_update_time: 0.0592490286, other_time: 1.3944053650
epoch time: 3.0709166527s, input_fired_time: 0.0382563137, output_fired_time: 0.0000000000, propagate_forward_time: 2.7872009277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2454593182
validation[          , genome  3096] predictions:    9563/  10000 (95.63%), best:    9590/10000 (95.90%), error:      1481.91455, best error:      1406.16589 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 34.0470771790s, input_fired_time: 0.3477874100, output_fired_time: 0.2271351218, propagate_forward_time: 13.6365022659, propagate_backward_time: 18.4653663635, weight_update_time: 0.0575843602, other_time: 1.3702888489
epoch time: 3.0551767349s, input_fired_time: 0.0379402526, output_fired_time: 0.0000000000, propagate_forward_time: 2.7708857059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463507652
validation[          , genome  3096] predictions:    9571/  10000 (95.71%), best:    9590/10000 (95.90%), error:      1460.95764, best error:      1406.16589 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.0610313416s, input_fired_time: 0.3619342744, output_fired_time: 0.2424408942, propagate_forward_time: 14.8836030960, propagate_backward_time: 20.1316280365, weight_update_time: 0.0616493784, other_time: 1.4414272308
epoch time: 3.1283717155s, input_fired_time: 0.0383143909, output_fired_time: 0.0000000000, propagate_forward_time: 2.8415634632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484939098
validation[          , genome  3096] predictions:    9558/  10000 (95.58%), best:    9590/10000 (95.90%), error:      1456.08691, best error:      1406.16589 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.3561096191s, input_fired_time: 0.3680400550, output_fired_time: 0.2458573729, propagate_forward_time: 15.1758222580, propagate_backward_time: 20.1034622192, weight_update_time: 0.0620341152, other_time: 1.4629287720
epoch time: 2.9893717766s, input_fired_time: 0.0379908048, output_fired_time: 0.0000000000, propagate_forward_time: 2.7138562202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2375247478
validation[          , genome  3096] predictions:    9569/  10000 (95.69%), best:    9590/10000 (95.90%), error:      1459.96082, best error:      1406.16589 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.4482383728s, input_fired_time: 0.3502770960, output_fired_time: 0.2281146049, propagate_forward_time: 13.8378286362, propagate_backward_time: 18.6724758148, weight_update_time: 0.0577043407, other_time: 1.3595409393
epoch time: 3.0488007069s, input_fired_time: 0.0382077880, output_fired_time: 0.0000000000, propagate_forward_time: 2.7663445473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2442483902
validation[          , genome  3096] predictions:    9575/  10000 (95.75%), best:    9590/10000 (95.90%), error:      1440.85730, best error:      1406.16589 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 34.9455261230s, input_fired_time: 0.3538914919, output_fired_time: 0.2330626845, propagate_forward_time: 14.0477809906, propagate_backward_time: 18.9379901886, weight_update_time: 0.0583037920, other_time: 1.3727989197
epoch time: 3.1515982151s, input_fired_time: 0.0389222391, output_fired_time: 0.0000000000, propagate_forward_time: 2.8649115562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477643490
validation[          , genome  3096] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1393.46814, best error:      1393.46814 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 44.0165367126s, input_fired_time: 0.4138504863, output_fired_time: 0.2813926339, propagate_forward_time: 17.9818534851, propagate_backward_time: 23.6442070007, weight_update_time: 0.0728252307, other_time: 1.6952362061
epoch time: 2.9794852734s, input_fired_time: 0.0378545150, output_fired_time: 0.0000000000, propagate_forward_time: 2.6976301670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440006733
validation[          , genome  3096] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1392.86829, best error:      1392.86829 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.4052925110s, input_fired_time: 0.3704361320, output_fired_time: 0.2483516037, propagate_forward_time: 15.0631685257, propagate_backward_time: 20.2633037567, weight_update_time: 0.0617892295, other_time: 1.4600315094
epoch time: 3.1682026386s, input_fired_time: 0.0394177400, output_fired_time: 0.0000000000, propagate_forward_time: 2.8761863708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525985241
validation[          , genome  3096] predictions:    9542/  10000 (95.42%), best:    9590/10000 (95.90%), error:      1540.01636, best error:      1392.86829 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 36.6995201111s, input_fired_time: 0.3645241261, output_fired_time: 0.2422217727, propagate_forward_time: 14.6492948532, propagate_backward_time: 20.0019378662, weight_update_time: 0.0609184206, other_time: 1.4415397644
epoch time: 3.1516504288s, input_fired_time: 0.0404814892, output_fired_time: 0.0000000000, propagate_forward_time: 2.8542301655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569386959
validation[          , genome  3096] predictions:    9556/  10000 (95.56%), best:    9590/10000 (95.90%), error:      1481.90674, best error:      1392.86829 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 42.9113540649s, input_fired_time: 0.4007204175, output_fired_time: 0.2770750821, propagate_forward_time: 17.4847736359, propagate_backward_time: 23.0983543396, weight_update_time: 0.0711400136, other_time: 1.6504306793
epoch time: 4.5549998283s, input_fired_time: 0.0514335409, output_fired_time: 0.0000000000, propagate_forward_time: 4.1610121727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425540924
validation[          , genome  3096] predictions:    9576/  10000 (95.76%), best:    9590/10000 (95.90%), error:      1435.17932, best error:      1392.86829 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 38.0030059814s, input_fired_time: 0.3705145121, output_fired_time: 0.2489433587, propagate_forward_time: 15.2733983994, propagate_backward_time: 20.6281337738, weight_update_time: 0.0629319549, other_time: 1.4820156097
epoch time: 3.0520389080s, input_fired_time: 0.0387326479, output_fired_time: 0.0000000000, propagate_forward_time: 2.7664060593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469000816
validation[          , genome  3096] predictions:    9570/  10000 (95.70%), best:    9590/10000 (95.90%), error:      1448.72925, best error:      1392.86829 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.0506782532s, input_fired_time: 0.3858610392, output_fired_time: 0.2606599033, propagate_forward_time: 16.2937145233, propagate_backward_time: 21.5544052124, weight_update_time: 0.0663692877, other_time: 1.5560398102
epoch time: 3.0859820843s, input_fired_time: 0.0389410704, output_fired_time: 0.0000000000, propagate_forward_time: 2.7985591888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484817505
validation[          , genome  3096] predictions:    9601/  10000 (96.01%), best:    9590/10000 (95.90%), error:      1412.57935, best error:      1392.86829 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.9103393555s, input_fired_time: 0.3840344548, output_fired_time: 0.2602256536, propagate_forward_time: 16.2092666626, propagate_backward_time: 21.5152511597, weight_update_time: 0.0661650598, other_time: 1.5415611267
epoch time: 4.5476179123s, input_fired_time: 0.0521179624, output_fired_time: 0.0000000000, propagate_forward_time: 4.1532535553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422465324
validation[          , genome  3096] predictions:    9531/  10000 (95.31%), best:    9590/10000 (95.90%), error:      1597.47583, best error:      1392.86829 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 42.6093063354s, input_fired_time: 0.4081334174, output_fired_time: 0.2755106390, propagate_forward_time: 17.3521823883, propagate_backward_time: 22.8883056641, weight_update_time: 0.0722476766, other_time: 1.6851749420
epoch time: 3.3741796017s, input_fired_time: 0.0427440032, output_fired_time: 0.0000000000, propagate_forward_time: 3.0596575737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717781067
validation[          , genome  3096] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1375.09399, best error:      1375.09399 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.4538116455s, input_fired_time: 0.4384734929, output_fired_time: 0.3078373075, propagate_forward_time: 19.9474105835, propagate_backward_time: 25.8969020844, weight_update_time: 0.0809847936, other_time: 1.8631877899
epoch time: 4.5522327423s, input_fired_time: 0.0533703119, output_fired_time: 0.0000000000, propagate_forward_time: 4.1508831978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479790688
validation[          , genome  3096] predictions:    9561/  10000 (95.61%), best:    9612/10000 (96.12%), error:      1496.56055, best error:      1375.09399 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 45.5696220398s, input_fired_time: 0.4235412180, output_fired_time: 0.2914412618, propagate_forward_time: 18.7224063873, propagate_backward_time: 24.3593521118, weight_update_time: 0.0766158253, other_time: 1.7728786469
epoch time: 3.0321037769s, input_fired_time: 0.0385182500, output_fired_time: 0.0000000000, propagate_forward_time: 2.7479708195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2456147671
validation[          , genome  3096] predictions:    9603/  10000 (96.03%), best:    9612/10000 (96.12%), error:      1396.21021, best error:      1375.09399 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.9933166504s, input_fired_time: 0.3622399271, output_fired_time: 0.2355465293, propagate_forward_time: 14.3529710770, propagate_backward_time: 19.6231842041, weight_update_time: 0.0598072261, other_time: 1.4193763733
epoch time: 3.7719795704s, input_fired_time: 0.0466257855, output_fired_time: 0.0000000000, propagate_forward_time: 3.4291841984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961695194
validation[          , genome  3096] predictions:    9553/  10000 (95.53%), best:    9612/10000 (96.12%), error:      1463.62927, best error:      1375.09399 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 43.8722305298s, input_fired_time: 0.4130827487, output_fired_time: 0.2827625275, propagate_forward_time: 17.9485740662, propagate_backward_time: 23.5000019073, weight_update_time: 0.0742104426, other_time: 1.7278079987
epoch time: 3.4692723751s, input_fired_time: 0.0426536985, output_fired_time: 0.0000000000, propagate_forward_time: 3.1491718292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774467468
validation[          , genome  3096] predictions:    9553/  10000 (95.53%), best:    9612/10000 (96.12%), error:      1536.57703, best error:      1375.09399 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.5144577026s, input_fired_time: 0.4046745598, output_fired_time: 0.2741534710, propagate_forward_time: 17.3630676270, propagate_backward_time: 22.7889118195, weight_update_time: 0.0718723014, other_time: 1.6836490631
epoch time: 4.5666527748s, input_fired_time: 0.0536326319, output_fired_time: 0.0000000000, propagate_forward_time: 4.1576700211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553500175
validation[          , genome  3096] predictions:    9578/  10000 (95.78%), best:    9612/10000 (96.12%), error:      1438.49451, best error:      1375.09399 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.1957359314s, input_fired_time: 0.4055103064, output_fired_time: 0.2717264891, propagate_forward_time: 17.1615009308, propagate_backward_time: 22.6508960724, weight_update_time: 0.0714639798, other_time: 1.7061042786
epoch time: 3.4253222942s, input_fired_time: 0.0434500240, output_fired_time: 0.0000000000, propagate_forward_time: 3.1066243649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752478123
validation[          , genome  3096] predictions:    9565/  10000 (95.65%), best:    9612/10000 (96.12%), error:      1450.38623, best error:      1375.09399 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 39.8425903320s, input_fired_time: 0.3902772367, output_fired_time: 0.2589914203, propagate_forward_time: 16.1962032318, propagate_backward_time: 21.3916492462, weight_update_time: 0.0678295195, other_time: 1.6054687500
epoch time: 3.5007886887s, input_fired_time: 0.0436086245, output_fired_time: 0.0000000000, propagate_forward_time: 3.1789939404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781860828
validation[          , genome  3096] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1355.99036, best error:      1355.99036 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 46.9047737122s, input_fired_time: 0.4347010553, output_fired_time: 0.2988106012, propagate_forward_time: 19.2809085846, propagate_backward_time: 25.0515708923, weight_update_time: 0.0787549019, other_time: 1.8387851715
epoch time: 3.5219285488s, input_fired_time: 0.0441763662, output_fired_time: 0.0000000000, propagate_forward_time: 3.1954202652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823319435
validation[          , genome  3096] predictions:    9593/  10000 (95.93%), best:    9602/10000 (96.02%), error:      1365.56030, best error:      1355.99036 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 40.5246391296s, input_fired_time: 0.3939127922, output_fired_time: 0.2629404366, propagate_forward_time: 16.4037227631, propagate_backward_time: 21.8200950623, weight_update_time: 0.0690094084, other_time: 1.6439685822
epoch time: 3.8467035294s, input_fired_time: 0.0473209098, output_fired_time: 0.0000000000, propagate_forward_time: 3.4950563908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043262959
validation[          , genome  3096] predictions:    9558/  10000 (95.58%), best:    9602/10000 (96.02%), error:      1491.56140, best error:      1355.99036 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 44.7411422729s, input_fired_time: 0.4214307964, output_fired_time: 0.2864722311, propagate_forward_time: 18.3337650299, propagate_backward_time: 23.9183349609, weight_update_time: 0.0752612874, other_time: 1.7811374664
epoch time: 3.4315369129s, input_fired_time: 0.0435318016, output_fired_time: 0.0000000000, propagate_forward_time: 3.1097435951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782614231
validation[          , genome  3096] predictions:    9558/  10000 (95.58%), best:    9602/10000 (96.02%), error:      1502.17542, best error:      1355.99036 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 44.4375686646s, input_fired_time: 0.4190823138, output_fired_time: 0.2846637070, propagate_forward_time: 18.2038955688, propagate_backward_time: 23.7714710236, weight_update_time: 0.0751598626, other_time: 1.7584552765
epoch time: 4.4234094620s, input_fired_time: 0.0531511493, output_fired_time: 0.0000000000, propagate_forward_time: 4.0291738510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410844803
validation[          , genome  3096] predictions:    9499/  10000 (94.99%), best:    9602/10000 (96.02%), error:      1672.34851, best error:      1355.99036 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 43.5186119080s, input_fired_time: 0.4139890671, output_fired_time: 0.2802138329, propagate_forward_time: 17.7828388214, propagate_backward_time: 23.3087177277, weight_update_time: 0.0732936189, other_time: 1.7328529358
epoch time: 3.5474438667s, input_fired_time: 0.0447996818, output_fired_time: 0.0000000000, propagate_forward_time: 3.2176871300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849571705
validation[          , genome  3096] predictions:    9568/  10000 (95.68%), best:    9602/10000 (96.02%), error:      1444.48083, best error:      1355.99036 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.9586677551s, input_fired_time: 0.3802072406, output_fired_time: 0.2487826645, propagate_forward_time: 15.3067541122, propagate_backward_time: 20.4851207733, weight_update_time: 0.0648487061, other_time: 1.5378017426
epoch time: 4.1029524803s, input_fired_time: 0.0499666072, output_fired_time: 0.0000000000, propagate_forward_time: 3.7353217602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176639080
validation[          , genome  3096] predictions:    9583/  10000 (95.83%), best:    9602/10000 (96.02%), error:      1425.83582, best error:      1355.99036 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.1980743408s, input_fired_time: 0.3924348652, output_fired_time: 0.2608529329, propagate_forward_time: 16.3775043488, propagate_backward_time: 21.5656700134, weight_update_time: 0.0682710186, other_time: 1.6016139984
epoch time: 3.5233669281s, input_fired_time: 0.0439437218, output_fired_time: 0.0000000000, propagate_forward_time: 3.2014632225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779600620
validation[          , genome  3096] predictions:    9568/  10000 (95.68%), best:    9602/10000 (96.02%), error:      1446.23022, best error:      1355.99036 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 41.6671905518s, input_fired_time: 0.4012244344, output_fired_time: 0.2693847716, propagate_forward_time: 17.0066757202, propagate_backward_time: 22.3524322510, weight_update_time: 0.0691352338, other_time: 1.6374702454
epoch time: 3.4174156189s, input_fired_time: 0.0439059027, output_fired_time: 0.0000000000, propagate_forward_time: 3.0961978436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773118019
validation[          , genome  3096] predictions:    9599/  10000 (95.99%), best:    9602/10000 (96.02%), error:      1403.70813, best error:      1355.99036 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 43.5363388062s, input_fired_time: 0.4154859185, output_fired_time: 0.2801863253, propagate_forward_time: 17.8142166138, propagate_backward_time: 23.2998371124, weight_update_time: 0.0737077668, other_time: 1.7266139984
epoch time: 3.4136610031s, input_fired_time: 0.0440753214, output_fired_time: 0.0000000000, propagate_forward_time: 3.0959737301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736120224
validation[          , genome  3096] predictions:    9570/  10000 (95.70%), best:    9602/10000 (96.02%), error:      1457.55383, best error:      1355.99036 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.5869064331s, input_fired_time: 0.3901973069, output_fired_time: 0.2579994202, propagate_forward_time: 16.0893764496, propagate_backward_time: 21.2848663330, weight_update_time: 0.0664883927, other_time: 1.5644664764
epoch time: 3.0729601383s, input_fired_time: 0.0392171592, output_fired_time: 0.0000000000, propagate_forward_time: 2.7859294415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2478134632
validation[          , genome  3096] predictions:    9595/  10000 (95.95%), best:    9602/10000 (96.02%), error:      1391.75269, best error:      1355.99036 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 36.5456657410s, input_fired_time: 0.3668297529, output_fired_time: 0.2411194295, propagate_forward_time: 14.6688585281, propagate_backward_time: 19.8351707458, weight_update_time: 0.0606882945, other_time: 1.4336891174
epoch time: 3.2790939808s, input_fired_time: 0.0428923145, output_fired_time: 0.0000000000, propagate_forward_time: 2.9724841118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637176514
validation[          , genome  3096] predictions:    9572/  10000 (95.72%), best:    9602/10000 (96.02%), error:      1434.78418, best error:      1355.99036 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 47.3612556458s, input_fired_time: 0.4364398718, output_fired_time: 0.3013922870, propagate_forward_time: 19.5005950928, propagate_backward_time: 25.2821464539, weight_update_time: 0.0790961012, other_time: 1.8406829834
epoch time: 3.1530992985s, input_fired_time: 0.0403199680, output_fired_time: 0.0000000000, propagate_forward_time: 2.8584957123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542836666
validation[          , genome  3096] predictions:    9608/  10000 (96.08%), best:    9602/10000 (96.02%), error:      1360.16113, best error:      1355.99036 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.2141914368s, input_fired_time: 0.3599284589, output_fired_time: 0.2324351370, propagate_forward_time: 14.0934925079, propagate_backward_time: 19.1191673279, weight_update_time: 0.0589069016, other_time: 1.4091701508
epoch time: 3.2051434517s, input_fired_time: 0.0416246727, output_fired_time: 0.0000000000, propagate_forward_time: 2.9036896229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598290443
validation[          , genome  3096] predictions:    9579/  10000 (95.79%), best:    9602/10000 (96.02%), error:      1411.07495, best error:      1355.99036 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.5884971619s, input_fired_time: 0.3643749654, output_fired_time: 0.2369590998, propagate_forward_time: 14.3472118378, propagate_backward_time: 19.2266197205, weight_update_time: 0.0594332889, other_time: 1.4133319855
epoch time: 3.0972204208s, input_fired_time: 0.0398029089, output_fired_time: 0.0000000000, propagate_forward_time: 2.8079311848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2494862080
validation[          , genome  3096] predictions:    9593/  10000 (95.93%), best:    9602/10000 (96.02%), error:      1376.72192, best error:      1355.99036 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 34.8887367249s, input_fired_time: 0.3601631522, output_fired_time: 0.2314023823, propagate_forward_time: 13.9812917709, propagate_backward_time: 18.9184513092, weight_update_time: 0.0586393476, other_time: 1.3974246979
epoch time: 3.1861124039s, input_fired_time: 0.0408764258, output_fired_time: 0.0000000000, propagate_forward_time: 2.8891949654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560410500
validation[          , genome  3096] predictions:    9582/  10000 (95.82%), best:    9602/10000 (96.02%), error:      1459.05725, best error:      1355.99036 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.4968833923s, input_fired_time: 0.3660771251, output_fired_time: 0.2373661399, propagate_forward_time: 14.3593606949, propagate_backward_time: 19.1292896271, weight_update_time: 0.0586408526, other_time: 1.4047908783
epoch time: 3.0777895451s, input_fired_time: 0.0398373976, output_fired_time: 0.0000000000, propagate_forward_time: 2.7889707088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2489814758
validation[          , genome  3096] predictions:    9596/  10000 (95.96%), best:    9602/10000 (96.02%), error:      1423.53137, best error:      1355.99036 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.1791877747s, input_fired_time: 0.4418263435, output_fired_time: 0.3062617779, propagate_forward_time: 19.8507995605, propagate_backward_time: 25.7061119080, weight_update_time: 0.0806123540, other_time: 1.8741874695
epoch time: 4.5723953247s, input_fired_time: 0.0546438061, output_fired_time: 0.0000000000, propagate_forward_time: 4.1676583290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500933647
validation[          , genome  3096] predictions:    9596/  10000 (95.96%), best:    9602/10000 (96.02%), error:      1401.45264, best error:      1355.99036 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 38.6195411682s, input_fired_time: 0.3843058348, output_fired_time: 0.2533785403, propagate_forward_time: 15.6411867142, propagate_backward_time: 20.8045520782, weight_update_time: 0.0647409856, other_time: 1.5361194611
epoch time: 4.5544099808s, input_fired_time: 0.0546875969, output_fired_time: 0.0000000000, propagate_forward_time: 4.1544089317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453135490
validation[          , genome  3096] predictions:    9516/  10000 (95.16%), best:    9602/10000 (96.02%), error:      1622.14331, best error:      1355.99036 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 36.3627204895s, input_fired_time: 0.3709129691, output_fired_time: 0.2394223362, propagate_forward_time: 14.6776733398, propagate_backward_time: 19.6298789978, weight_update_time: 0.0606474094, other_time: 1.4448318481
epoch time: 3.1724631786s, input_fired_time: 0.0408924371, output_fired_time: 0.0000000000, propagate_forward_time: 2.8789119720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526588440
validation[          , genome  3096] predictions:    9599/  10000 (95.99%), best:    9602/10000 (96.02%), error:      1397.63672, best error:      1355.99036 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 36.3184623718s, input_fired_time: 0.3704012036, output_fired_time: 0.2391748726, propagate_forward_time: 14.6247129440, propagate_backward_time: 19.6270046234, weight_update_time: 0.0610646121, other_time: 1.4571704865
epoch time: 4.3541822433s, input_fired_time: 0.0523412190, output_fired_time: 0.0000000000, propagate_forward_time: 3.9670956135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347456455
validation[          , genome  3096] predictions:    9533/  10000 (95.33%), best:    9602/10000 (96.02%), error:      1579.41211, best error:      1355.99036 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 47.4539146423s, input_fired_time: 0.4387938082, output_fired_time: 0.3021997809, propagate_forward_time: 19.4977588654, propagate_backward_time: 25.3829860687, weight_update_time: 0.0794290677, other_time: 1.8321762085
epoch time: 4.5561661720s, input_fired_time: 0.0555594042, output_fired_time: 0.0000000000, propagate_forward_time: 4.1514286995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491778374
validation[          , genome  3096] predictions:    9521/  10000 (95.21%), best:    9602/10000 (96.02%), error:      1575.86047, best error:      1355.99036 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 47.3518905640s, input_fired_time: 0.4416834712, output_fired_time: 0.3034187555, propagate_forward_time: 19.4578704834, propagate_backward_time: 25.3098239899, weight_update_time: 0.0792822316, other_time: 1.8390941620
epoch time: 3.5674240589s, input_fired_time: 0.0449168272, output_fired_time: 0.0000000000, propagate_forward_time: 3.2430698872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794373035
validation[          , genome  3096] predictions:    9600/  10000 (96.00%), best:    9602/10000 (96.02%), error:      1386.10168, best error:      1355.99036 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.1586380005s, input_fired_time: 0.3766505420, output_fired_time: 0.2434697598, propagate_forward_time: 15.0401782990, propagate_backward_time: 20.0425434113, weight_update_time: 0.0612577535, other_time: 1.4557952881
epoch time: 3.1666772366s, input_fired_time: 0.0410807282, output_fired_time: 0.0000000000, propagate_forward_time: 2.8723547459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532417774
validation[          , genome  3096] predictions:    9561/  10000 (95.61%), best:    9602/10000 (96.02%), error:      1463.45764, best error:      1355.99036 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.1240615845s, input_fired_time: 0.3704436123, output_fired_time: 0.2402627766, propagate_forward_time: 14.5586776733, propagate_backward_time: 19.5343170166, weight_update_time: 0.0598326586, other_time: 1.4203605652
epoch time: 3.2078552246s, input_fired_time: 0.0410866924, output_fired_time: 0.0000000000, propagate_forward_time: 2.9104220867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563464642
validation[          , genome  3096] predictions:    9580/  10000 (95.80%), best:    9602/10000 (96.02%), error:      1420.26392, best error:      1355.99036 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 36.2018508911s, input_fired_time: 0.3692098260, output_fired_time: 0.2400580794, propagate_forward_time: 14.4839973450, propagate_backward_time: 19.6848049164, weight_update_time: 0.0604636595, other_time: 1.4237804413
epoch time: 4.1176447868s, input_fired_time: 0.0495574698, output_fired_time: 0.0000000000, propagate_forward_time: 3.7527766228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153104782
validation[          , genome  3096] predictions:    9570/  10000 (95.70%), best:    9602/10000 (96.02%), error:      1472.59167, best error:      1355.99036 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 35.2151145935s, input_fired_time: 0.3642774820, output_fired_time: 0.2327567041, propagate_forward_time: 14.1851348877, propagate_backward_time: 19.0449142456, weight_update_time: 0.0587062091, other_time: 1.3880310059
epoch time: 3.2106161118s, input_fired_time: 0.0419296436, output_fired_time: 0.0000000000, propagate_forward_time: 2.9135825634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551038265
validation[          , genome  3096] predictions:    9560/  10000 (95.60%), best:    9602/10000 (96.02%), error:      1433.50806, best error:      1355.99036 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.4972572327s, input_fired_time: 0.3663614690, output_fired_time: 0.2341264188, propagate_forward_time: 14.3310880661, propagate_backward_time: 19.1679458618, weight_update_time: 0.0590485148, other_time: 1.3977355957
epoch time: 3.0750668049s, input_fired_time: 0.0403535254, output_fired_time: 0.0000000000, propagate_forward_time: 2.7874069214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2473063469
validation[          , genome  3096] predictions:    9608/  10000 (96.08%), best:    9602/10000 (96.02%), error:      1360.35657, best error:      1355.99036 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 36.9760665894s, input_fired_time: 0.3747759461, output_fired_time: 0.2440046966, propagate_forward_time: 14.9598283768, propagate_backward_time: 19.9553298950, weight_update_time: 0.0614973791, other_time: 1.4421310425
epoch time: 4.5412364006s, input_fired_time: 0.0537849218, output_fired_time: 0.0000000000, propagate_forward_time: 4.1454234123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420281410
validation[          , genome  3096] predictions:    9600/  10000 (96.00%), best:    9602/10000 (96.02%), error:      1376.88232, best error:      1355.99036 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.1354598999s, input_fired_time: 0.4123271406, output_fired_time: 0.2729704976, propagate_forward_time: 17.2388267517, propagate_backward_time: 22.5546836853, weight_update_time: 0.0709220394, other_time: 1.6566505432
epoch time: 3.1614921093s, input_fired_time: 0.0423138663, output_fired_time: 0.0000000000, propagate_forward_time: 2.8614866734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576916218
validation[          , genome  3096] predictions:    9578/  10000 (95.78%), best:    9602/10000 (96.02%), error:      1432.00598, best error:      1355.99036 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 44.0853843689s, input_fired_time: 0.4215012193, output_fired_time: 0.2823508680, propagate_forward_time: 18.0315036774, propagate_backward_time: 23.6175823212, weight_update_time: 0.0737997591, other_time: 1.7324447632
epoch time: 4.5208630562s, input_fired_time: 0.0543082021, output_fired_time: 0.0000000000, propagate_forward_time: 4.0877208710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788337708
validation[          , genome  3096] predictions:    9581/  10000 (95.81%), best:    9602/10000 (96.02%), error:      1427.57593, best error:      1355.99036 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 43.6885681152s, input_fired_time: 0.4198142886, output_fired_time: 0.2799218297, propagate_forward_time: 17.8648910522, propagate_backward_time: 23.3108997345, weight_update_time: 0.0731693208, other_time: 1.8130397797
epoch time: 3.8922338486s, input_fired_time: 0.0486473776, output_fired_time: 0.0000000000, propagate_forward_time: 3.5428047180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007817268
validation[          , genome  3096] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1349.05359, best error:      1349.05359 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 46.3785514832s, input_fired_time: 0.4346772432, output_fired_time: 0.2968854606, propagate_forward_time: 19.0209560394, propagate_backward_time: 24.7657222748, weight_update_time: 0.0768937841, other_time: 1.8603096008
epoch time: 3.2881112099s, input_fired_time: 0.0435090140, output_fired_time: 0.0000000000, propagate_forward_time: 2.9828281403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617740631
validation[          , genome  3096] predictions:    9529/  10000 (95.29%), best:    9617/10000 (96.17%), error:      1607.52319, best error:      1349.05359 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.4403114319s, input_fired_time: 0.3981554508, output_fired_time: 0.2616408467, propagate_forward_time: 16.3256378174, propagate_backward_time: 21.8298816681, weight_update_time: 0.0677010790, other_time: 1.6249942780
epoch time: 3.6916110516s, input_fired_time: 0.0468347818, output_fired_time: 0.0000000000, propagate_forward_time: 3.3544619083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903144360
validation[          , genome  3096] predictions:    9577/  10000 (95.77%), best:    9617/10000 (96.17%), error:      1450.67932, best error:      1349.05359 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.1226158142s, input_fired_time: 0.4454204142, output_fired_time: 0.3055930734, propagate_forward_time: 19.8005638123, propagate_backward_time: 25.6209735870, weight_update_time: 0.0798303634, other_time: 1.9500675201
epoch time: 4.5799059868s, input_fired_time: 0.0549916551, output_fired_time: 0.0000000000, propagate_forward_time: 4.1510410309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738732338
validation[          , genome  3096] predictions:    9551/  10000 (95.51%), best:    9617/10000 (96.17%), error:      1515.67322, best error:      1349.05359 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 45.3447685242s, input_fired_time: 0.4292669892, output_fired_time: 0.2909567952, propagate_forward_time: 18.5720119476, propagate_backward_time: 24.2246875763, weight_update_time: 0.0755932108, other_time: 1.8278427124
epoch time: 3.3348364830s, input_fired_time: 0.0439836197, output_fired_time: 0.0000000000, propagate_forward_time: 3.0252234936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656292915
validation[          , genome  3096] predictions:    9590/  10000 (95.90%), best:    9617/10000 (96.17%), error:      1388.19775, best error:      1349.05359 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.0834579468s, input_fired_time: 0.4280759990, output_fired_time: 0.2883570790, propagate_forward_time: 18.4389495850, propagate_backward_time: 24.1206760406, weight_update_time: 0.0751392543, other_time: 1.8073978424
epoch time: 4.4818105698s, input_fired_time: 0.0553657562, output_fired_time: 0.0000000000, propagate_forward_time: 4.0840349197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424100876
validation[          , genome  3096] predictions:    9592/  10000 (95.92%), best:    9617/10000 (96.17%), error:      1433.64246, best error:      1349.05359 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 46.4478111267s, input_fired_time: 0.4374848604, output_fired_time: 0.2994007468, propagate_forward_time: 19.0401134491, propagate_backward_time: 24.8550376892, weight_update_time: 0.0778424218, other_time: 1.8157749176
epoch time: 3.9713861942s, input_fired_time: 0.0498101264, output_fired_time: 0.0000000000, propagate_forward_time: 3.5944142342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271617889
validation[          , genome  3096] predictions:    9596/  10000 (95.96%), best:    9617/10000 (96.17%), error:      1388.87903, best error:      1349.05359 on epoch:    94, 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: 21.0355644226s, input_fired_time: 0.2608559132, output_fired_time: 0.0000000000, propagate_forward_time: 19.0964946747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6782131195
best training[          , genome  3096] predictions:   48800/  50000 (97.60%), best:    9617/10000 (96.17%), error:      4504.21289, best error:      1349.05359 on epoch:    94, 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: 4.0934429169s, input_fired_time: 0.0507300980, output_fired_time: 0.0000000000, propagate_forward_time: 3.7045691013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381435871
   testing[          , genome  3096] predictions:    9613/  10000 (96.13%), best:    9617/10000 (96.17%), error:      1310.86780, best error:      1349.05359 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:54:20 (36341): called boinc_finish(0)

</stderr_txt>
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