Nameexact_genome_1512568488_41_6887_2
Workunit2605719
Created7 Dec 2017, 23:18:43 UTC
Sent7 Dec 2017, 23:25:52 UTC
Report deadline18 Dec 2017, 2:42:24 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 40 min 32 sec
CPU time3 hours 40 min 26 sec
Validate stateValid
Credit2,534.12
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.38 MB
Peak swap size154.10 MB
Peak disk usage1.19 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 1.3387085199, output_fired_time: 0.9141959548, propagate_forward_time: 46.5331726074, propagate_backward_time: 73.0693359375, weight_update_time: 0.0994099975, other_time: 2.4863967896
epoch time: 9.6232862473s, input_fired_time: 0.1458667070, output_fired_time: 0.0000000000, propagate_forward_time: 9.0479087830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295110703
validation[          , genome  6887] predictions:    9688/  10000 (96.88%), best:    9678/10000 (96.78%), error:      1012.44250, best error:      1002.65826 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 126.3468627930s, input_fired_time: 1.3662676811, output_fired_time: 0.9245204926, propagate_forward_time: 47.6387138367, propagate_backward_time: 73.8477630615, weight_update_time: 0.1021461412, other_time: 2.5695953369
epoch time: 12.2430124283s, input_fired_time: 0.1858407259, output_fired_time: 0.0000000000, propagate_forward_time: 11.5235118866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336599350
validation[          , genome  6887] predictions:    9645/  10000 (96.45%), best:    9678/10000 (96.78%), error:      1087.36084, best error:      1002.65826 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 131.8635253906s, input_fired_time: 1.3874498606, output_fired_time: 0.9535542130, propagate_forward_time: 49.5866699219, propagate_backward_time: 77.2751693726, weight_update_time: 0.1061196625, other_time: 2.6606826782
epoch time: 9.8333377838s, input_fired_time: 0.1484326869, output_fired_time: 0.0000000000, propagate_forward_time: 9.2393751144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455299377
validation[          , genome  6887] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       900.89825, best error:       900.89825 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 132.7410278320s, input_fired_time: 1.3977495432, output_fired_time: 0.9688596129, propagate_forward_time: 50.3598022461, propagate_backward_time: 77.3488616943, weight_update_time: 0.1044985503, other_time: 2.6657562256
epoch time: 11.8727254868s, input_fired_time: 0.1710153669, output_fired_time: 0.0000000000, propagate_forward_time: 11.1857748032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159349442
validation[          , genome  6887] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1016.93591, best error:       900.89825 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 147.1485137939s, input_fired_time: 1.4893928766, output_fired_time: 1.0492030382, propagate_forward_time: 55.5854721069, propagate_backward_time: 86.1551055908, weight_update_time: 0.1156910434, other_time: 2.8693313599
epoch time: 12.6190719604s, input_fired_time: 0.1802157611, output_fired_time: 0.0000000000, propagate_forward_time: 11.9037923813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350637436
validation[          , genome  6887] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       976.98242, best error:       900.89825 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 127.4159011841s, input_fired_time: 1.3643769026, output_fired_time: 0.9308443666, propagate_forward_time: 48.0266761780, propagate_backward_time: 74.5586318970, weight_update_time: 0.1020745188, other_time: 2.5353622437
epoch time: 9.9010810852s, input_fired_time: 0.1499374807, output_fired_time: 0.0000000000, propagate_forward_time: 9.3149166107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362268448
validation[          , genome  6887] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       929.91058, best error:       900.89825 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.7651367188s, input_fired_time: 1.4042159319, output_fired_time: 0.9420288801, propagate_forward_time: 48.6403274536, propagate_backward_time: 75.0788955688, weight_update_time: 0.1058597192, other_time: 2.6996688843
epoch time: 12.2306461334s, input_fired_time: 0.1833981127, output_fired_time: 0.0000000000, propagate_forward_time: 11.5189638138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282840729
validation[          , genome  6887] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       880.33289, best error:       880.33289 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 123.6216888428s, input_fired_time: 1.3822022676, output_fired_time: 0.9118770957, propagate_forward_time: 46.4173049927, propagate_backward_time: 72.2144546509, weight_update_time: 0.1059466451, other_time: 2.6958465576
epoch time: 12.6965169907s, input_fired_time: 0.1805182546, output_fired_time: 0.0000000000, propagate_forward_time: 11.9889574051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270414352
validation[          , genome  6887] predictions:    9668/  10000 (96.68%), best:    9741/10000 (97.41%), error:      1034.00415, best error:       880.33289 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.6221389771s, input_fired_time: 1.3267390728, output_fired_time: 0.8909543157, propagate_forward_time: 45.5774040222, propagate_backward_time: 70.3894042969, weight_update_time: 0.0967069864, other_time: 2.4376373291
epoch time: 9.6774539948s, input_fired_time: 0.1492791027, output_fired_time: 0.0000000000, propagate_forward_time: 9.1004791260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276962280
validation[          , genome  6887] predictions:    9705/  10000 (97.05%), best:    9741/10000 (97.41%), error:       955.89343, best error:       880.33289 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.0323028564s, input_fired_time: 1.3910477161, output_fired_time: 0.9581325054, propagate_forward_time: 49.7459564209, propagate_backward_time: 77.3563766479, weight_update_time: 0.1042235345, other_time: 2.5807876587
epoch time: 11.2335824966s, input_fired_time: 0.1659124941, output_fired_time: 0.0000000000, propagate_forward_time: 10.5837802887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838895798
validation[          , genome  6887] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       991.70514, best error:       880.33289 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 130.1224975586s, input_fired_time: 1.4148839712, output_fired_time: 0.9480791092, propagate_forward_time: 49.2397918701, propagate_backward_time: 75.8199691772, weight_update_time: 0.1064413786, other_time: 2.6997680664
epoch time: 11.8426103592s, input_fired_time: 0.1816949397, output_fired_time: 0.0000000000, propagate_forward_time: 11.1358852386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250301361
validation[          , genome  6887] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1002.37982, best error:       880.33289 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.5035552979s, input_fired_time: 1.4238318205, output_fired_time: 0.9652664065, propagate_forward_time: 50.0754623413, propagate_backward_time: 77.3643798828, weight_update_time: 0.1069026291, other_time: 2.6746139526
epoch time: 9.6560306549s, input_fired_time: 0.1499376595, output_fired_time: 0.0000000000, propagate_forward_time: 9.0745477676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315452576
validation[          , genome  6887] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       912.37000, best error:       880.33289 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.1972808838s, input_fired_time: 1.3964507580, output_fired_time: 0.9394869208, propagate_forward_time: 48.4116439819, propagate_backward_time: 74.8462448120, weight_update_time: 0.1011812314, other_time: 2.6034545898
epoch time: 9.9702339172s, input_fired_time: 0.1589062214, output_fired_time: 0.0000000000, propagate_forward_time: 9.3580970764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532308578
validation[          , genome  6887] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       837.11566, best error:       837.11566 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 130.1751556396s, input_fired_time: 1.3876588345, output_fired_time: 0.9536882639, propagate_forward_time: 49.4134864807, propagate_backward_time: 75.7344818115, weight_update_time: 0.1035238132, other_time: 2.6858367920
epoch time: 9.6510963440s, input_fired_time: 0.1472165585, output_fired_time: 0.0000000000, propagate_forward_time: 9.0657224655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381570816
validation[          , genome  6887] predictions:    9679/  10000 (96.79%), best:    9741/10000 (97.41%), error:      1031.35730, best error:       837.11566 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.9722290039s, input_fired_time: 1.4024024010, output_fired_time: 0.9623942971, propagate_forward_time: 50.4282913208, propagate_backward_time: 77.5634994507, weight_update_time: 0.1060372293, other_time: 2.6156463623
epoch time: 10.8614501953s, input_fired_time: 0.1702788174, output_fired_time: 0.0000000000, propagate_forward_time: 10.2015495300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896221161
validation[          , genome  6887] predictions:    9671/  10000 (96.71%), best:    9741/10000 (97.41%), error:       994.44647, best error:       837.11566 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.2810058594s, input_fired_time: 1.3701286316, output_fired_time: 0.9137274027, propagate_forward_time: 47.3645706177, propagate_backward_time: 73.2131881714, weight_update_time: 0.0977080315, other_time: 2.4193878174
epoch time: 9.8041744232s, input_fired_time: 0.1496724933, output_fired_time: 0.0000000000, propagate_forward_time: 9.2265586853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279432297
validation[          , genome  6887] predictions:    9751/  10000 (97.51%), best:    9741/10000 (97.41%), error:       844.56354, best error:       837.11566 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.1592559814s, input_fired_time: 1.4266542196, output_fired_time: 0.9508294463, propagate_forward_time: 49.6018791199, propagate_backward_time: 76.6143569946, weight_update_time: 0.1030419841, other_time: 2.5655288696
epoch time: 9.1970882416s, input_fired_time: 0.1427386850, output_fired_time: 0.0000000000, propagate_forward_time: 8.6457920074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085578918
validation[          , genome  6887] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       953.44031, best error:       837.11566 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 121.5271911621s, input_fired_time: 1.3428503275, output_fired_time: 0.8931533098, propagate_forward_time: 45.8001632690, propagate_backward_time: 71.1322021484, weight_update_time: 0.0950908661, other_time: 2.3588256836
epoch time: 9.6228780746s, input_fired_time: 0.1465774328, output_fired_time: 0.0000000000, propagate_forward_time: 9.0558862686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204139709
validation[          , genome  6887] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       901.50952, best error:       837.11566 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.3075256348s, input_fired_time: 1.4100105762, output_fired_time: 0.9421794415, propagate_forward_time: 48.9318695068, propagate_backward_time: 75.4861679077, weight_update_time: 0.1029540896, other_time: 2.5373001099
epoch time: 10.2454576492s, input_fired_time: 0.1595140398, output_fired_time: 0.0000000000, propagate_forward_time: 9.6488170624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371261597
validation[          , genome  6887] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       861.96167, best error:       837.11566 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 130.2242889404s, input_fired_time: 1.4055387974, output_fired_time: 0.9494626522, propagate_forward_time: 49.5979156494, propagate_backward_time: 75.7780532837, weight_update_time: 0.1015716717, other_time: 2.4933242798
epoch time: 10.7905368805s, input_fired_time: 0.1592435092, output_fired_time: 0.0000000000, propagate_forward_time: 10.1756772995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556159973
validation[          , genome  6887] predictions:    9688/  10000 (96.88%), best:    9741/10000 (97.41%), error:       964.27325, best error:       837.11566 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.5616302490s, input_fired_time: 1.4754889011, output_fired_time: 0.9925125241, propagate_forward_time: 52.9667472839, propagate_backward_time: 81.4619674683, weight_update_time: 0.1088626012, other_time: 2.6649093628
epoch time: 9.9321861267s, input_fired_time: 0.1511745602, output_fired_time: 0.0000000000, propagate_forward_time: 9.3409500122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400615692
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       849.61133, best error:       837.11566 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 139.9616546631s, input_fired_time: 1.4650602341, output_fired_time: 1.0016274452, propagate_forward_time: 52.9813194275, propagate_backward_time: 81.8220748901, weight_update_time: 0.1078899801, other_time: 2.6915664673
epoch time: 11.1773004532s, input_fired_time: 0.1639732122, output_fired_time: 0.0000000000, propagate_forward_time: 10.5256156921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877119064
validation[          , genome  6887] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       788.66693, best error:       788.66693 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 132.7046966553s, input_fired_time: 1.4362326860, output_fired_time: 0.9559736252, propagate_forward_time: 50.2875328064, propagate_backward_time: 77.4413909912, weight_update_time: 0.1054715663, other_time: 2.5835571289
epoch time: 10.0977430344s, input_fired_time: 0.1544695199, output_fired_time: 0.0000000000, propagate_forward_time: 9.4948024750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484710693
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       831.05719, best error:       788.66693 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.7056655884s, input_fired_time: 1.3725152016, output_fired_time: 0.8947772384, propagate_forward_time: 45.3320312500, propagate_backward_time: 70.6094512939, weight_update_time: 0.0988219529, other_time: 2.4968948364
epoch time: 9.2389631271s, input_fired_time: 0.1489877850, output_fired_time: 0.0000000000, propagate_forward_time: 8.6654729843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245023727
validation[          , genome  6887] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       856.03802, best error:       788.66693 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.7207412720s, input_fired_time: 1.3258196115, output_fired_time: 0.8418904543, propagate_forward_time: 42.0093765259, propagate_backward_time: 65.1388244629, weight_update_time: 0.0938710570, other_time: 2.4048309326
epoch time: 10.7204294205s, input_fired_time: 0.1658590734, output_fired_time: 0.0000000000, propagate_forward_time: 10.0815343857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730358124
validation[          , genome  6887] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       851.85669, best error:       788.66693 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 125.5669555664s, input_fired_time: 1.4153336287, output_fired_time: 0.9169525504, propagate_forward_time: 47.4046440125, propagate_backward_time: 73.2530441284, weight_update_time: 0.1035377607, other_time: 2.5769729614
epoch time: 9.0658130646s, input_fired_time: 0.1518954635, output_fired_time: 0.0000000000, propagate_forward_time: 8.4836788177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302387238
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       770.19501, best error:       770.19501 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.7917861938s, input_fired_time: 1.3805960417, output_fired_time: 0.8866547346, propagate_forward_time: 45.3528671265, propagate_backward_time: 69.6534271240, weight_update_time: 0.0998114571, other_time: 2.5182418823
epoch time: 9.8653850555s, input_fired_time: 0.1566767991, output_fired_time: 0.0000000000, propagate_forward_time: 9.2650976181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436101913
validation[          , genome  6887] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       885.82733, best error:       770.19501 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 112.3029327393s, input_fired_time: 1.3260729313, output_fired_time: 0.8495156765, propagate_forward_time: 42.0388793945, propagate_backward_time: 65.6434936523, weight_update_time: 0.0944088995, other_time: 2.4449691772
epoch time: 8.9110183716s, input_fired_time: 0.1465304643, output_fired_time: 0.0000000000, propagate_forward_time: 8.3518342972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126539230
validation[          , genome  6887] predictions:    9695/  10000 (96.95%), best:    9770/10000 (97.70%), error:       943.36652, best error:       770.19501 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.9483413696s, input_fired_time: 1.3501783609, output_fired_time: 0.8650432229, propagate_forward_time: 43.6489524841, propagate_backward_time: 67.6301269531, weight_update_time: 0.0975407884, other_time: 2.4540405273
epoch time: 11.8140316010s, input_fired_time: 0.1743781120, output_fired_time: 0.0000000000, propagate_forward_time: 11.1442041397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954490662
validation[          , genome  6887] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       835.81598, best error:       770.19501 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 140.1638946533s, input_fired_time: 1.4898695946, output_fired_time: 1.0039756298, propagate_forward_time: 53.1482963562, propagate_backward_time: 81.8428955078, weight_update_time: 0.1102510020, other_time: 2.6788482666
epoch time: 8.8664398193s, input_fired_time: 0.1448641866, output_fired_time: 0.0000000000, propagate_forward_time: 8.3093681335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122076035
validation[          , genome  6887] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       862.76160, best error:       770.19501 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.3052291870s, input_fired_time: 1.3797185421, output_fired_time: 0.8703551888, propagate_forward_time: 44.6008758545, propagate_backward_time: 68.9535446167, weight_update_time: 0.0986313373, other_time: 2.5007400513
epoch time: 8.7704133987s, input_fired_time: 0.1464515626, output_fired_time: 0.0000000000, propagate_forward_time: 8.1979179382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260435104
validation[          , genome  6887] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       885.59119, best error:       770.19501 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.4059982300s, input_fired_time: 1.3494665623, output_fired_time: 0.8618551493, propagate_forward_time: 42.9656410217, propagate_backward_time: 66.7599639893, weight_update_time: 0.0959190428, other_time: 2.4690704346
epoch time: 8.8607540131s, input_fired_time: 0.1481944472, output_fired_time: 0.0000000000, propagate_forward_time: 8.2892484665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233112335
validation[          , genome  6887] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       781.43262, best error:       770.19501 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.7538681030s, input_fired_time: 1.3273093700, output_fired_time: 0.8533498049, propagate_forward_time: 41.4678916931, propagate_backward_time: 64.6481781006, weight_update_time: 0.0932798311, other_time: 2.4571380615
epoch time: 10.5578594208s, input_fired_time: 0.1670549214, output_fired_time: 0.0000000000, propagate_forward_time: 9.8979606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928436279
validation[          , genome  6887] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       835.54218, best error:       770.19501 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.5196151733s, input_fired_time: 1.3583160639, output_fired_time: 0.8627787828, propagate_forward_time: 43.6196708679, propagate_backward_time: 67.2246246338, weight_update_time: 0.0971211269, other_time: 2.4542236328
epoch time: 10.1309766769s, input_fired_time: 0.1624035388, output_fired_time: 0.0000000000, propagate_forward_time: 9.5166730881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519004822
validation[          , genome  6887] predictions:    9699/  10000 (96.99%), best:    9770/10000 (97.70%), error:       945.53156, best error:       770.19501 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.8600540161s, input_fired_time: 1.3668881655, output_fired_time: 0.8651173115, propagate_forward_time: 43.6758575439, propagate_backward_time: 67.4362411499, weight_update_time: 0.0972230211, other_time: 2.5159454346
epoch time: 9.1381778717s, input_fired_time: 0.1495950520, output_fired_time: 0.0000000000, propagate_forward_time: 8.5439758301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446067810
validation[          , genome  6887] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       799.75537, best error:       770.19501 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 129.9334411621s, input_fired_time: 1.4429860115, output_fired_time: 0.9403111935, propagate_forward_time: 49.0485382080, propagate_backward_time: 75.8589248657, weight_update_time: 0.1056117266, other_time: 2.6426773071
epoch time: 11.2347831726s, input_fired_time: 0.1741363704, output_fired_time: 0.0000000000, propagate_forward_time: 10.5707998276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898471832
validation[          , genome  6887] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       776.40674, best error:       770.19501 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.2487945557s, input_fired_time: 1.3786171675, output_fired_time: 0.8681136370, propagate_forward_time: 44.1832580566, propagate_backward_time: 68.3480224609, weight_update_time: 0.0976588875, other_time: 2.4707870483
epoch time: 9.0074577332s, input_fired_time: 0.1488975585, output_fired_time: 0.0000000000, propagate_forward_time: 8.4417667389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167938232
validation[          , genome  6887] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       767.67084, best error:       767.67084 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.2877044678s, input_fired_time: 1.3573688269, output_fired_time: 0.8603757620, propagate_forward_time: 43.4256095886, propagate_backward_time: 67.1586837769, weight_update_time: 0.0970096365, other_time: 2.4856643677
epoch time: 10.1032552719s, input_fired_time: 0.1604480147, output_fired_time: 0.0000000000, propagate_forward_time: 9.4927892685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500179291
validation[          , genome  6887] predictions:    9717/  10000 (97.17%), best:    9772/10000 (97.72%), error:       904.28583, best error:       767.67084 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.1457901001s, input_fired_time: 1.3820486069, output_fired_time: 0.8772377372, propagate_forward_time: 44.6845359802, propagate_backward_time: 68.7261505127, weight_update_time: 0.0993619263, other_time: 2.4758148193
epoch time: 9.2190389633s, input_fired_time: 0.1518389285, output_fired_time: 0.0000000000, propagate_forward_time: 8.6394777298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277219772
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       794.57874, best error:       767.67084 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.3227386475s, input_fired_time: 1.4127510786, output_fired_time: 0.9086636901, propagate_forward_time: 46.6715393066, propagate_backward_time: 71.7976303101, weight_update_time: 0.1021677926, other_time: 2.5321578979
epoch time: 9.3156089783s, input_fired_time: 0.1551109403, output_fired_time: 0.0000000000, propagate_forward_time: 8.7136697769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468278885
validation[          , genome  6887] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       816.56989, best error:       767.67084 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.4473114014s, input_fired_time: 1.3483206034, output_fired_time: 0.8596138954, propagate_forward_time: 42.8361701965, propagate_backward_time: 66.9675064087, weight_update_time: 0.0962914899, other_time: 2.4357070923
epoch time: 8.6027488708s, input_fired_time: 0.1459755450, output_fired_time: 0.0000000000, propagate_forward_time: 8.0473632812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094104767
validation[          , genome  6887] predictions:    9748/  10000 (97.48%), best:    9772/10000 (97.72%), error:       777.61481, best error:       767.67084 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.1892318726s, input_fired_time: 1.3294920921, output_fired_time: 0.8348971009, propagate_forward_time: 41.6959953308, propagate_backward_time: 63.9115486145, weight_update_time: 0.0934238583, other_time: 2.4172935486
epoch time: 8.8998184204s, input_fired_time: 0.1507965475, output_fired_time: 0.0000000000, propagate_forward_time: 8.3270292282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219923019
validation[          , genome  6887] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       821.66504, best error:       767.67084 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.2974929810s, input_fired_time: 1.3645421267, output_fired_time: 0.8489505649, propagate_forward_time: 43.3507194519, propagate_backward_time: 66.2848358154, weight_update_time: 0.0962496027, other_time: 2.4484405518
epoch time: 8.7924976349s, input_fired_time: 0.1477010101, output_fired_time: 0.0000000000, propagate_forward_time: 8.2280597687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167366028
validation[          , genome  6887] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       800.06213, best error:       767.67084 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.1954421997s, input_fired_time: 1.3425815105, output_fired_time: 0.8454586267, propagate_forward_time: 42.3331222534, propagate_backward_time: 65.2039413452, weight_update_time: 0.0953975543, other_time: 2.4703369141
epoch time: 8.9698238373s, input_fired_time: 0.1486543566, output_fired_time: 0.0000000000, propagate_forward_time: 8.3998880386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212818146
validation[          , genome  6887] predictions:    9718/  10000 (97.18%), best:    9772/10000 (97.72%), error:       884.01202, best error:       767.67084 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 117.9492797852s, input_fired_time: 1.3691415787, output_fired_time: 0.8742349148, propagate_forward_time: 44.3820037842, propagate_backward_time: 68.8073196411, weight_update_time: 0.0991874561, other_time: 2.5165786743
epoch time: 9.8814182281s, input_fired_time: 0.1587247252, output_fired_time: 0.0000000000, propagate_forward_time: 9.2750768661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476165771
validation[          , genome  6887] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       750.11749, best error:       750.11749 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.0099487305s, input_fired_time: 1.3473415375, output_fired_time: 0.8609588742, propagate_forward_time: 42.8331031799, propagate_backward_time: 66.4979095459, weight_update_time: 0.0961355567, other_time: 2.4706268311
epoch time: 8.9765300751s, input_fired_time: 0.1482878774, output_fired_time: 0.0000000000, propagate_forward_time: 8.4121189117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161233902
validation[          , genome  6887] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       870.98511, best error:       750.11749 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.5670776367s, input_fired_time: 1.3944597244, output_fired_time: 0.9017249346, propagate_forward_time: 46.6110382080, propagate_backward_time: 72.1162261963, weight_update_time: 0.1023071185, other_time: 2.5436248779
epoch time: 9.0872039795s, input_fired_time: 0.1507024020, output_fired_time: 0.0000000000, propagate_forward_time: 8.5062036514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302978516
validation[          , genome  6887] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       788.46643, best error:       750.11749 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 118.6581192017s, input_fired_time: 1.3552315235, output_fired_time: 0.8775239587, propagate_forward_time: 44.6752357483, propagate_backward_time: 69.2837905884, weight_update_time: 0.0991032720, other_time: 2.4663314819
epoch time: 8.8352117538s, input_fired_time: 0.1452521980, output_fired_time: 0.0000000000, propagate_forward_time: 8.2880134583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019460678
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       822.18298, best error:       750.11749 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.0540390015s, input_fired_time: 1.3318759203, output_fired_time: 0.8389006853, propagate_forward_time: 42.7038345337, propagate_backward_time: 65.7595977783, weight_update_time: 0.0953306705, other_time: 2.4198303223
epoch time: 9.8178081512s, input_fired_time: 0.1512381583, output_fired_time: 0.0000000000, propagate_forward_time: 9.2404146194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261550903
validation[          , genome  6887] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       836.04950, best error:       750.11749 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 127.1233444214s, input_fired_time: 1.4228017330, output_fired_time: 0.9345570803, propagate_forward_time: 48.1078796387, propagate_backward_time: 74.1026382446, weight_update_time: 0.1037377119, other_time: 2.5554733276
epoch time: 8.9534950256s, input_fired_time: 0.1494467407, output_fired_time: 0.0000000000, propagate_forward_time: 8.3820877075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219608307
validation[          , genome  6887] predictions:    9688/  10000 (96.88%), best:    9774/10000 (97.74%), error:      1014.58545, best error:       750.11749 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.1308059692s, input_fired_time: 1.3456000090, output_fired_time: 0.8532263041, propagate_forward_time: 42.8265380859, propagate_backward_time: 66.6905593872, weight_update_time: 0.0960451141, other_time: 2.4148864746
epoch time: 9.2304172516s, input_fired_time: 0.1535648555, output_fired_time: 0.0000000000, propagate_forward_time: 8.6357593536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410934448
validation[          , genome  6887] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       907.41522, best error:       750.11749 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 120.5515823364s, input_fired_time: 1.3964757919, output_fired_time: 0.8981305361, propagate_forward_time: 45.4619941711, propagate_backward_time: 70.2914505005, weight_update_time: 0.1001406014, other_time: 2.5035324097
epoch time: 8.6422204971s, input_fired_time: 0.1457819790, output_fired_time: 0.0000000000, propagate_forward_time: 8.0796232224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168157578
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       778.68927, best error:       750.11749 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 110.3470993042s, input_fired_time: 1.3364042044, output_fired_time: 0.8336533904, propagate_forward_time: 41.5113105774, propagate_backward_time: 64.2422103882, weight_update_time: 0.0933258906, other_time: 2.4235153198
epoch time: 8.7219209671s, input_fired_time: 0.1465392709, output_fired_time: 0.0000000000, propagate_forward_time: 8.1677808762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076004028
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       796.51019, best error:       750.11749 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.1185607910s, input_fired_time: 1.3670583963, output_fired_time: 0.8692955971, propagate_forward_time: 43.3194618225, propagate_backward_time: 67.1318435669, weight_update_time: 0.0959277377, other_time: 2.4309005737
epoch time: 8.9036293030s, input_fired_time: 0.1488192677, output_fired_time: 0.0000000000, propagate_forward_time: 8.3285293579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262809753
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       742.56598, best error:       742.56598 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.3976364136s, input_fired_time: 1.3501297235, output_fired_time: 0.8357222676, propagate_forward_time: 41.9294967651, propagate_backward_time: 64.8087921143, weight_update_time: 0.0947728381, other_time: 2.4734954834
epoch time: 8.7938146591s, input_fired_time: 0.1503483802, output_fired_time: 0.0000000000, propagate_forward_time: 8.2298383713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136276245
validation[          , genome  6887] predictions:    9712/  10000 (97.12%), best:    9770/10000 (97.70%), error:       857.91016, best error:       742.56598 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.4957733154s, input_fired_time: 1.3453236818, output_fired_time: 0.8355194926, propagate_forward_time: 41.8420944214, propagate_backward_time: 64.0904541016, weight_update_time: 0.0940719470, other_time: 2.3823852539
epoch time: 9.4742822647s, input_fired_time: 0.1556776613, output_fired_time: 0.0000000000, propagate_forward_time: 8.8773670197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412374496
validation[          , genome  6887] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       748.34644, best error:       742.56598 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 125.7775573730s, input_fired_time: 1.4434448481, output_fired_time: 0.9197850227, propagate_forward_time: 47.7419624329, propagate_backward_time: 73.1170883179, weight_update_time: 0.1032904312, other_time: 2.5552749634
epoch time: 11.8781280518s, input_fired_time: 0.1821244508, output_fired_time: 0.0000000000, propagate_forward_time: 11.1922178268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037860870
validation[          , genome  6887] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       795.15625, best error:       742.56598 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.0098724365s, input_fired_time: 1.3614861965, output_fired_time: 0.8671388626, propagate_forward_time: 43.6521949768, propagate_backward_time: 67.6458511353, weight_update_time: 0.0969931632, other_time: 2.4831924438
epoch time: 10.0720472336s, input_fired_time: 0.1604216844, output_fired_time: 0.0000000000, propagate_forward_time: 9.4680633545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435625076
validation[          , genome  6887] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       735.59467, best error:       735.59467 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.7839355469s, input_fired_time: 1.3246549368, output_fired_time: 0.8367547393, propagate_forward_time: 42.1157188416, propagate_backward_time: 65.1228485107, weight_update_time: 0.0945650041, other_time: 2.3839569092
epoch time: 8.8194398880s, input_fired_time: 0.1486317664, output_fired_time: 0.0000000000, propagate_forward_time: 8.2671756744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036321640
validation[          , genome  6887] predictions:    9732/  10000 (97.32%), best:    9793/10000 (97.93%), error:       883.76337, best error:       735.59467 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.5607147217s, input_fired_time: 1.3850033283, output_fired_time: 0.8819144964, propagate_forward_time: 44.9520072937, propagate_backward_time: 68.8459701538, weight_update_time: 0.0996528417, other_time: 2.4958267212
epoch time: 9.3846292496s, input_fired_time: 0.1557472795, output_fired_time: 0.0000000000, propagate_forward_time: 8.8026218414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262599945
validation[          , genome  6887] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       720.65082, best error:       720.65082 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 113.8867645264s, input_fired_time: 1.3579442501, output_fired_time: 0.8563674688, propagate_forward_time: 42.9774284363, propagate_backward_time: 66.2724456787, weight_update_time: 0.0956641138, other_time: 2.4225769043
epoch time: 8.8605518341s, input_fired_time: 0.1492016762, output_fired_time: 0.0000000000, propagate_forward_time: 8.3057031631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056472778
validation[          , genome  6887] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       764.45068, best error:       720.65082 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.0793380737s, input_fired_time: 1.3419433832, output_fired_time: 0.8399788737, propagate_forward_time: 42.1999778748, propagate_backward_time: 65.3182754517, weight_update_time: 0.0945881307, other_time: 2.3791580200
epoch time: 9.0035505295s, input_fired_time: 0.1520379335, output_fired_time: 0.0000000000, propagate_forward_time: 8.4214801788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300327301
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       773.76123, best error:       720.65082 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.0920181274s, input_fired_time: 1.3480597734, output_fired_time: 0.8345306516, propagate_forward_time: 41.8622894287, propagate_backward_time: 64.6418304443, weight_update_time: 0.0947143584, other_time: 2.4053039551
epoch time: 8.8392887115s, input_fired_time: 0.1496569514, output_fired_time: 0.0000000000, propagate_forward_time: 8.2762784958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133529663
validation[          , genome  6887] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       809.05798, best error:       720.65082 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 113.9731750488s, input_fired_time: 1.3705046177, output_fired_time: 0.8533807397, propagate_forward_time: 43.1941757202, propagate_backward_time: 66.0751876831, weight_update_time: 0.0961792246, other_time: 2.4799270630
epoch time: 12.1913967133s, input_fired_time: 0.1883684397, output_fired_time: 0.0000000000, propagate_forward_time: 11.4883928299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146350861
validation[          , genome  6887] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       899.68213, best error:       720.65082 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 111.8107223511s, input_fired_time: 1.3506606817, output_fired_time: 0.8420093060, propagate_forward_time: 42.1122550964, propagate_backward_time: 65.0926589966, weight_update_time: 0.0947479010, other_time: 2.4131393433
epoch time: 10.2711029053s, input_fired_time: 0.1683402210, output_fired_time: 0.0000000000, propagate_forward_time: 9.6262779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764842987
validation[          , genome  6887] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       746.83179, best error:       720.65082 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 111.9655685425s, input_fired_time: 1.3666324615, output_fired_time: 0.8322167993, propagate_forward_time: 42.2069740295, propagate_backward_time: 65.0715484619, weight_update_time: 0.0958175436, other_time: 2.4882049561
epoch time: 9.0258035660s, input_fired_time: 0.1551694721, output_fired_time: 0.0000000000, propagate_forward_time: 8.4310140610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396200180
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       718.40155, best error:       718.40155 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.8107299805s, input_fired_time: 1.3726080656, output_fired_time: 0.8520945907, propagate_forward_time: 42.6549301147, propagate_backward_time: 65.4927825928, weight_update_time: 0.0950855389, other_time: 2.4383163452
epoch time: 11.5557289124s, input_fired_time: 0.1828405112, output_fired_time: 0.0000000000, propagate_forward_time: 10.8744945526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983940125
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       809.19513, best error:       718.40155 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 124.3265914917s, input_fired_time: 1.4324707985, output_fired_time: 0.9122185707, propagate_forward_time: 46.9049720764, propagate_backward_time: 72.5124816895, weight_update_time: 0.1030288786, other_time: 2.5644531250
epoch time: 9.6939697266s, input_fired_time: 0.1601630449, output_fired_time: 0.0000000000, propagate_forward_time: 9.0978536606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359531403
validation[          , genome  6887] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       712.79303, best error:       712.79303 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.1114501953s, input_fired_time: 1.3831800222, output_fired_time: 0.8695062995, propagate_forward_time: 43.9166069031, propagate_backward_time: 67.5126953125, weight_update_time: 0.0977529436, other_time: 2.4294586182
epoch time: 9.0045690536s, input_fired_time: 0.1517340690, output_fired_time: 0.0000000000, propagate_forward_time: 8.4378852844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149494171
validation[          , genome  6887] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       749.60919, best error:       712.79303 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.2265701294s, input_fired_time: 1.3692853451, output_fired_time: 0.8555618525, propagate_forward_time: 42.9978713989, propagate_backward_time: 66.5770034790, weight_update_time: 0.0960889161, other_time: 2.4268493652
epoch time: 9.0251302719s, input_fired_time: 0.1530202478, output_fired_time: 0.0000000000, propagate_forward_time: 8.4428911209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292192459
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       782.74127, best error:       712.79303 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.0363769531s, input_fired_time: 1.3353903294, output_fired_time: 0.8311395645, propagate_forward_time: 41.6783561707, propagate_backward_time: 64.7460327148, weight_update_time: 0.0952187032, other_time: 2.4454650879
epoch time: 8.9318323135s, input_fired_time: 0.1517905593, output_fired_time: 0.0000000000, propagate_forward_time: 8.3685445786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114971161
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       777.62836, best error:       712.79303 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.5194778442s, input_fired_time: 1.3687942028, output_fired_time: 0.8630110621, propagate_forward_time: 43.7664947510, propagate_backward_time: 67.0815811157, weight_update_time: 0.0972429514, other_time: 2.4395904541
epoch time: 8.8267230988s, input_fired_time: 0.1524346322, output_fired_time: 0.0000000000, propagate_forward_time: 8.2442674637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300212860
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       796.17609, best error:       712.79303 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.9449920654s, input_fired_time: 1.3358206749, output_fired_time: 0.8441367745, propagate_forward_time: 42.1563491821, propagate_backward_time: 65.2083053589, weight_update_time: 0.0947907716, other_time: 2.4003753662
epoch time: 8.8930711746s, input_fired_time: 0.1524322331, output_fired_time: 0.0000000000, propagate_forward_time: 8.3179168701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227218628
validation[          , genome  6887] predictions:    9776/  10000 (97.76%), best:    9764/10000 (97.64%), error:       728.78223, best error:       712.79303 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 110.2198791504s, input_fired_time: 1.3309518099, output_fired_time: 0.8320078850, propagate_forward_time: 41.3218460083, propagate_backward_time: 64.3479537964, weight_update_time: 0.0931367800, other_time: 2.3871154785
epoch time: 8.8993844986s, input_fired_time: 0.1515126824, output_fired_time: 0.0000000000, propagate_forward_time: 8.3176565170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302148819
validation[          , genome  6887] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       725.16168, best error:       712.79303 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.5217742920s, input_fired_time: 1.3216247559, output_fired_time: 0.8401197195, propagate_forward_time: 41.3444786072, propagate_backward_time: 63.6280136108, weight_update_time: 0.0930412412, other_time: 2.3875350952
epoch time: 9.0541439056s, input_fired_time: 0.1539193243, output_fired_time: 0.0000000000, propagate_forward_time: 8.4649763107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352483749
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       844.88373, best error:       712.79303 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 112.0144348145s, input_fired_time: 1.3456938267, output_fired_time: 0.8449947834, propagate_forward_time: 42.3260192871, propagate_backward_time: 65.0833663940, weight_update_time: 0.0943840742, other_time: 2.4143600464
epoch time: 9.5872402191s, input_fired_time: 0.1596416831, output_fired_time: 0.0000000000, propagate_forward_time: 8.9765005112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510984421
validation[          , genome  6887] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       750.12061, best error:       712.79303 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 112.7581939697s, input_fired_time: 1.3523601294, output_fired_time: 0.8538798094, propagate_forward_time: 42.3988037109, propagate_backward_time: 65.7141647339, weight_update_time: 0.0959583297, other_time: 2.4389801025
epoch time: 8.9519357681s, input_fired_time: 0.1522464901, output_fired_time: 0.0000000000, propagate_forward_time: 8.3727807999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269084930
validation[          , genome  6887] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       730.79059, best error:       712.79303 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.3944473267s, input_fired_time: 1.3348671198, output_fired_time: 0.8413562775, propagate_forward_time: 41.4673080444, propagate_backward_time: 64.3865661621, weight_update_time: 0.0934406668, other_time: 2.3643493652
epoch time: 9.1339426041s, input_fired_time: 0.1554808915, output_fired_time: 0.0000000000, propagate_forward_time: 8.5481653214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302959442
validation[          , genome  6887] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       791.91290, best error:       712.79303 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 119.3153991699s, input_fired_time: 1.4044306278, output_fired_time: 0.8821831942, propagate_forward_time: 45.0317382812, propagate_backward_time: 69.4974822998, weight_update_time: 0.0997669473, other_time: 2.4995574951
epoch time: 8.7881937027s, input_fired_time: 0.1486098170, output_fired_time: 0.0000000000, propagate_forward_time: 8.2322273254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073562622
validation[          , genome  6887] predictions:    9663/  10000 (96.63%), best:    9764/10000 (97.64%), error:      1020.89545, best error:       712.79303 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.0429306030s, input_fired_time: 1.3672519922, output_fired_time: 0.8650939465, propagate_forward_time: 42.9533996582, propagate_backward_time: 66.3957748413, weight_update_time: 0.0959575474, other_time: 2.4614105225
epoch time: 8.8530626297s, input_fired_time: 0.1513921618, output_fired_time: 0.0000000000, propagate_forward_time: 8.2920560837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096145630
validation[          , genome  6887] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       735.82404, best error:       712.79303 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 126.1502380371s, input_fired_time: 1.4405366182, output_fired_time: 0.9261678457, propagate_forward_time: 47.5469169617, propagate_backward_time: 73.6549606323, weight_update_time: 0.1038060188, other_time: 2.5816574097
epoch time: 8.8867435455s, input_fired_time: 0.1535544097, output_fired_time: 0.0000000000, propagate_forward_time: 8.3050403595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281492233
validation[          , genome  6887] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       847.87634, best error:       712.79303 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.7157592773s, input_fired_time: 1.4053499699, output_fired_time: 0.8928130269, propagate_forward_time: 45.1421470642, propagate_backward_time: 69.7953186035, weight_update_time: 0.0992375389, other_time: 2.4801330566
epoch time: 8.7264595032s, input_fired_time: 0.1506372988, output_fired_time: 0.0000000000, propagate_forward_time: 8.1633720398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124498367
validation[          , genome  6887] predictions:    9772/  10000 (97.72%), best:    9764/10000 (97.64%), error:       713.81525, best error:       712.79303 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 116.9648132324s, input_fired_time: 1.3828275204, output_fired_time: 0.8721050024, propagate_forward_time: 43.9885940552, propagate_backward_time: 68.2681274414, weight_update_time: 0.0982061848, other_time: 2.4531555176
epoch time: 8.8818731308s, input_fired_time: 0.1517156363, output_fired_time: 0.0000000000, propagate_forward_time: 8.3142299652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159278870
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       825.97968, best error:       712.79303 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 109.9766235352s, input_fired_time: 1.3441247940, output_fired_time: 0.8315922022, propagate_forward_time: 41.4514541626, propagate_backward_time: 64.0005950928, weight_update_time: 0.0933403298, other_time: 2.3488616943
epoch time: 9.7128515244s, input_fired_time: 0.1656581610, output_fired_time: 0.0000000000, propagate_forward_time: 9.1001386642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470548630
validation[          , genome  6887] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       740.42078, best error:       712.79303 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 109.4297790527s, input_fired_time: 1.3458640575, output_fired_time: 0.8253639340, propagate_forward_time: 41.2910766602, propagate_backward_time: 63.5121994019, weight_update_time: 0.0929969996, other_time: 2.4552764893
epoch time: 9.8998546600s, input_fired_time: 0.1626558900, output_fired_time: 0.0000000000, propagate_forward_time: 9.2926425934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445562363
validation[          , genome  6887] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       745.88623, best error:       712.79303 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 113.1107864380s, input_fired_time: 1.3631831408, output_fired_time: 0.8529157043, propagate_forward_time: 42.4474029541, propagate_backward_time: 65.9817047119, weight_update_time: 0.0953919813, other_time: 2.4655838013
epoch time: 9.7134857178s, input_fired_time: 0.1599712521, output_fired_time: 0.0000000000, propagate_forward_time: 9.1130714417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404430389
validation[          , genome  6887] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       704.57306, best error:       704.57306 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.9056167603s, input_fired_time: 1.3840515614, output_fired_time: 0.8521564603, propagate_forward_time: 43.4635467529, propagate_backward_time: 66.7320175171, weight_update_time: 0.0963930637, other_time: 2.4738464355
epoch time: 8.8969011307s, input_fired_time: 0.1528148949, output_fired_time: 0.0000000000, propagate_forward_time: 8.3288164139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152698517
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       787.99005, best error:       704.57306 on epoch:    99, 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: 45.0250549316s, input_fired_time: 0.7788896561, output_fired_time: 0.0000000000, propagate_forward_time: 42.0777893066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1683769226
best training[          , genome  6887] predictions:   49676/  50000 (99.35%), best:    9781/10000 (97.81%), error:      1385.32410, best error:       704.57306 on epoch:    99, 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: 9.3735742569s, input_fired_time: 0.1549906284, output_fired_time: 0.0000000000, propagate_forward_time: 8.7797012329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388828278
   testing[          , genome  6887] predictions:    9789/  10000 (97.89%), best:    9781/10000 (97.81%), error:       679.70526, best error:       704.57306 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:24:26 (41919): called boinc_finish(0)

</stderr_txt>
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