Nameexact_genome_1512568488_45_5036_1
Workunit2596403
Created7 Dec 2017, 12:58:47 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline11 Dec 2017, 0:23:53 UTC
Received7 Dec 2017, 18:39:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 4 min 14 sec
CPU time2 hours 1 min 7 sec
Validate stateValid
Credit868.59
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.73 MB
Peak swap size157.83 MB
Peak disk usage1.97 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ired_time: 0.1003895923, output_fired_time: 0.0000000000, propagate_forward_time: 5.9616770744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999809265
validation[          , genome  5036] predictions:    9553/  10000 (95.53%), best:    9590/10000 (95.90%), error:      1499.24670, best error:      1411.25537 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.3485031128s, input_fired_time: 0.7834886312, output_fired_time: 0.7149617076, propagate_forward_time: 24.3010597229, propagate_backward_time: 38.8160820007, weight_update_time: 0.1337217987, other_time: 3.7329177856
epoch time: 6.7714323997s, input_fired_time: 0.1033877432, output_fired_time: 0.0000000000, propagate_forward_time: 6.1695289612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985156059
validation[          , genome  5036] predictions:    9537/  10000 (95.37%), best:    9590/10000 (95.90%), error:      1543.05286, best error:      1411.25537 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.7951736450s, input_fired_time: 0.8488947749, output_fired_time: 0.8207057714, propagate_forward_time: 28.5806255341, propagate_backward_time: 43.5108680725, weight_update_time: 0.1368070841, other_time: 3.0340766907
epoch time: 11.1281070709s, input_fired_time: 0.2224475145, output_fired_time: 0.0000000000, propagate_forward_time: 10.0357494354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8699102402
validation[          , genome  5036] predictions:    9495/  10000 (94.95%), best:    9590/10000 (95.90%), error:      1708.18555, best error:      1411.25537 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 82.1230773926s, input_fired_time: 0.9687159061, output_fired_time: 0.8328680992, propagate_forward_time: 29.4078540802, propagate_backward_time: 47.6900901794, weight_update_time: 0.1697254628, other_time: 3.2235450745
epoch time: 5.4198155403s, input_fired_time: 0.0977252051, output_fired_time: 0.0000000000, propagate_forward_time: 4.8419141769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801759720
validation[          , genome  5036] predictions:    9551/  10000 (95.51%), best:    9590/10000 (95.90%), error:      1527.97473, best error:      1411.25537 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 70.1507797241s, input_fired_time: 0.7938508391, output_fired_time: 0.7238166928, propagate_forward_time: 26.6664981842, propagate_backward_time: 39.2124328613, weight_update_time: 0.1351268589, other_time: 2.7541809082
epoch time: 5.4742016792s, input_fired_time: 0.0997601599, output_fired_time: 0.0000000000, propagate_forward_time: 4.8804655075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939761162
validation[          , genome  5036] predictions:    9556/  10000 (95.56%), best:    9590/10000 (95.90%), error:      1463.16650, best error:      1411.25537 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.1203765869s, input_fired_time: 0.7953840494, output_fired_time: 0.7197954059, propagate_forward_time: 26.5634307861, propagate_backward_time: 39.2709770203, weight_update_time: 0.1358398199, other_time: 2.7707862854
epoch time: 5.4674677849s, input_fired_time: 0.0994630158, output_fired_time: 0.0000000000, propagate_forward_time: 4.8827586174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852461815
validation[          , genome  5036] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1347.62061, best error:      1347.62061 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.9906387329s, input_fired_time: 0.7942514420, output_fired_time: 0.7224088311, propagate_forward_time: 24.5129776001, propagate_backward_time: 40.1760253906, weight_update_time: 0.1358392835, other_time: 2.7849731445
epoch time: 6.7183318138s, input_fired_time: 0.1037581488, output_fired_time: 0.0000000000, propagate_forward_time: 6.1140108109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005626678
validation[          , genome  5036] predictions:    9544/  10000 (95.44%), best:    9599/10000 (95.99%), error:      1485.99268, best error:      1347.62061 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.8470077515s, input_fired_time: 0.7914367914, output_fired_time: 0.7181841135, propagate_forward_time: 25.4903354645, propagate_backward_time: 39.0864181519, weight_update_time: 0.1351131350, other_time: 2.7606353760
epoch time: 6.6661167145s, input_fired_time: 0.1033965275, output_fired_time: 0.0000000000, propagate_forward_time: 6.0650572777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976630211
validation[          , genome  5036] predictions:    9535/  10000 (95.35%), best:    9599/10000 (95.99%), error:      1568.36816, best error:      1347.62061 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.8190689087s, input_fired_time: 1.8021168709, output_fired_time: 0.7194985151, propagate_forward_time: 25.4881076813, propagate_backward_time: 38.0489883423, weight_update_time: 0.1350939870, other_time: 2.7603607178
epoch time: 5.3765788078s, input_fired_time: 0.0985716358, output_fired_time: 0.0000000000, propagate_forward_time: 4.8064804077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715266228
validation[          , genome  5036] predictions:    9561/  10000 (95.61%), best:    9599/10000 (95.99%), error:      1457.98511, best error:      1347.62061 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.3377532959s, input_fired_time: 0.7985353470, output_fired_time: 0.7384631038, propagate_forward_time: 27.4698562622, propagate_backward_time: 38.5637741089, weight_update_time: 0.1360763162, other_time: 2.7671203613
epoch time: 5.3833985329s, input_fired_time: 0.0992240608, output_fired_time: 0.0000000000, propagate_forward_time: 4.8073287010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768457413
validation[          , genome  5036] predictions:    9564/  10000 (95.64%), best:    9599/10000 (95.99%), error:      1445.04834, best error:      1347.62061 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.5900497437s, input_fired_time: 0.8844767809, output_fired_time: 0.8215659261, propagate_forward_time: 30.3716716766, propagate_backward_time: 44.2388916016, weight_update_time: 0.1539928764, other_time: 4.2734451294
epoch time: 5.4699687958s, input_fired_time: 0.0993247330, output_fired_time: 0.0000000000, propagate_forward_time: 4.8943557739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762883186
validation[          , genome  5036] predictions:    9571/  10000 (95.71%), best:    9599/10000 (95.99%), error:      1372.70056, best error:      1347.62061 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 68.2169036865s, input_fired_time: 0.8001241088, output_fired_time: 0.7156854272, propagate_forward_time: 26.0359592438, propagate_backward_time: 37.9192886353, weight_update_time: 0.1352934837, other_time: 2.7458496094
epoch time: 5.0432267189s, input_fired_time: 0.0932668895, output_fired_time: 0.0000000000, propagate_forward_time: 4.4973373413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526224136
validation[          , genome  5036] predictions:    9494/  10000 (94.94%), best:    9599/10000 (95.99%), error:      1697.27393, best error:      1347.62061 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.9495315552s, input_fired_time: 0.7930740118, output_fired_time: 0.7214378715, propagate_forward_time: 26.5027503967, propagate_backward_time: 39.1781272888, weight_update_time: 0.1350124478, other_time: 2.7541427612
epoch time: 5.5089721680s, input_fired_time: 0.1567324400, output_fired_time: 0.0000000000, propagate_forward_time: 4.8782792091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739603996
validation[          , genome  5036] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1328.81555, best error:      1328.81555 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.8243484497s, input_fired_time: 0.7959218621, output_fired_time: 0.7200184464, propagate_forward_time: 25.3632965088, propagate_backward_time: 39.1811981201, weight_update_time: 0.1360480338, other_time: 2.7639160156
epoch time: 6.7150206566s, input_fired_time: 0.1047057435, output_fired_time: 0.0000000000, propagate_forward_time: 6.1052365303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050783157
validation[          , genome  5036] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1315.64758, best error:      1315.64758 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.9608917236s, input_fired_time: 0.7974243760, output_fired_time: 0.7175418139, propagate_forward_time: 25.5731525421, propagate_backward_time: 38.0990447998, weight_update_time: 0.1352739334, other_time: 3.7737274170
epoch time: 6.5947117805s, input_fired_time: 0.1032606661, output_fired_time: 0.0000000000, propagate_forward_time: 4.9944562912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4969949722
validation[          , genome  5036] predictions:    9566/  10000 (95.66%), best:    9606/10000 (96.06%), error:      1473.26257, best error:      1315.64758 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.2351303101s, input_fired_time: 0.8255185485, output_fired_time: 0.7421182394, propagate_forward_time: 27.3469848633, propagate_backward_time: 39.4044685364, weight_update_time: 0.1546026170, other_time: 2.9160423279
epoch time: 5.2944626808s, input_fired_time: 0.0973757878, output_fired_time: 0.0000000000, propagate_forward_time: 4.7289609909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681258202
validation[          , genome  5036] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1320.34290, best error:      1315.64758 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 70.1730270386s, input_fired_time: 0.7986269593, output_fired_time: 0.7242233753, propagate_forward_time: 25.6423664093, propagate_backward_time: 40.2431983948, weight_update_time: 0.1359927207, other_time: 2.7646141052
epoch time: 5.2410473824s, input_fired_time: 0.0965640843, output_fired_time: 0.0000000000, propagate_forward_time: 4.6783599854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661231041
validation[          , genome  5036] predictions:    9592/  10000 (95.92%), best:    9606/10000 (96.06%), error:      1376.02478, best error:      1315.64758 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.1303100586s, input_fired_time: 0.8526749015, output_fired_time: 1.8101949692, propagate_forward_time: 28.7259922028, propagate_backward_time: 41.6965103149, weight_update_time: 0.1608061641, other_time: 3.0449371338
epoch time: 5.7957019806s, input_fired_time: 0.1007453278, output_fired_time: 0.0000000000, propagate_forward_time: 5.2170715332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778852463
validation[          , genome  5036] predictions:    9561/  10000 (95.61%), best:    9606/10000 (96.06%), error:      1481.01453, best error:      1315.64758 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.6360473633s, input_fired_time: 0.7913423181, output_fired_time: 0.7169013023, propagate_forward_time: 26.3966579437, propagate_backward_time: 38.9373474121, weight_update_time: 0.1344909370, other_time: 2.7937927246
epoch time: 5.3794932365s, input_fired_time: 0.0977941528, output_fired_time: 0.0000000000, propagate_forward_time: 4.8064036369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752955437
validation[          , genome  5036] predictions:    9568/  10000 (95.68%), best:    9606/10000 (96.06%), error:      1434.68054, best error:      1315.64758 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.5594863892s, input_fired_time: 0.7940030098, output_fired_time: 0.7177095413, propagate_forward_time: 25.3952922821, propagate_backward_time: 39.8852996826, weight_update_time: 0.1347078979, other_time: 2.7671737671
epoch time: 5.6747450829s, input_fired_time: 0.1012174413, output_fired_time: 0.0000000000, propagate_forward_time: 5.0538911819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196366310
validation[          , genome  5036] predictions:    9524/  10000 (95.24%), best:    9606/10000 (96.06%), error:      1570.88281, best error:      1315.64758 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 76.9748687744s, input_fired_time: 0.9204874039, output_fired_time: 0.7786070108, propagate_forward_time: 28.0644989014, propagate_backward_time: 44.2317848206, weight_update_time: 0.1549400836, other_time: 2.9794883728
epoch time: 5.3877286911s, input_fired_time: 0.0992797539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8153109550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731378555
validation[          , genome  5036] predictions:    9588/  10000 (95.88%), best:    9606/10000 (96.06%), error:      1365.20667, best error:      1315.64758 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 70.0746765137s, input_fired_time: 0.7983384728, output_fired_time: 0.7223519087, propagate_forward_time: 26.5919990540, propagate_backward_time: 39.1987113953, weight_update_time: 0.1358617395, other_time: 2.7632751465
epoch time: 5.5048937798s, input_fired_time: 0.1007394716, output_fired_time: 0.0000000000, propagate_forward_time: 4.9207420349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834122658
validation[          , genome  5036] predictions:    9541/  10000 (95.41%), best:    9606/10000 (96.06%), error:      1539.70520, best error:      1315.64758 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.6300354004s, input_fired_time: 0.7959023714, output_fired_time: 0.7153099775, propagate_forward_time: 25.3762607574, propagate_backward_time: 38.9674263000, weight_update_time: 0.1353189051, other_time: 2.7751350403
epoch time: 6.5294113159s, input_fired_time: 0.1037420481, output_fired_time: 0.0000000000, propagate_forward_time: 5.9297952652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958739281
validation[          , genome  5036] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1418.07581, best error:      1315.64758 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.0882720947s, input_fired_time: 1.8077853918, output_fired_time: 0.7235108018, propagate_forward_time: 24.6551971436, propagate_backward_time: 39.1299171448, weight_update_time: 0.1350857168, other_time: 2.7718620300
epoch time: 5.4803295135s, input_fired_time: 0.0983708054, output_fired_time: 0.0000000000, propagate_forward_time: 4.9030551910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789032936
validation[          , genome  5036] predictions:    9513/  10000 (95.13%), best:    9606/10000 (96.06%), error:      1596.84155, best error:      1315.64758 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.8241882324s, input_fired_time: 0.8017225266, output_fired_time: 0.7244370580, propagate_forward_time: 27.4293117523, propagate_backward_time: 38.1139678955, weight_update_time: 0.1351164579, other_time: 2.7547531128
epoch time: 5.4618778229s, input_fired_time: 0.1003313884, output_fired_time: 0.0000000000, propagate_forward_time: 4.8602375984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013089180
validation[          , genome  5036] predictions:    9591/  10000 (95.91%), best:    9606/10000 (96.06%), error:      1355.09937, best error:      1315.64758 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.4328002930s, input_fired_time: 0.7975608706, output_fired_time: 0.7117214799, propagate_forward_time: 26.2798538208, propagate_backward_time: 38.8993415833, weight_update_time: 0.1345236152, other_time: 2.7443199158
epoch time: 5.2965717316s, input_fired_time: 0.0975893289, output_fired_time: 0.0000000000, propagate_forward_time: 4.7321434021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668388367
validation[          , genome  5036] predictions:    9523/  10000 (95.23%), best:    9606/10000 (96.06%), error:      1552.72253, best error:      1315.64758 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.8742904663s, input_fired_time: 0.7981528044, output_fired_time: 0.7192152739, propagate_forward_time: 24.4993801117, propagate_backward_time: 40.0976829529, weight_update_time: 0.1354673505, other_time: 2.7598609924
epoch time: 7.1818146706s, input_fired_time: 0.1093112752, output_fired_time: 0.0000000000, propagate_forward_time: 6.5477018356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248017311
validation[          , genome  5036] predictions:    9555/  10000 (95.55%), best:    9606/10000 (96.06%), error:      1439.06738, best error:      1315.64758 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.7943267822s, input_fired_time: 0.7994918823, output_fired_time: 0.7174653411, propagate_forward_time: 26.5000209808, propagate_backward_time: 37.0234680176, weight_update_time: 0.1353374422, other_time: 3.7538757324
epoch time: 6.6144084930s, input_fired_time: 0.1033740416, output_fired_time: 0.0000000000, propagate_forward_time: 5.0130929947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4979414940
validation[          , genome  5036] predictions:    9593/  10000 (95.93%), best:    9606/10000 (96.06%), error:      1350.25732, best error:      1315.64758 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.0906677246s, input_fired_time: 0.8302327991, output_fired_time: 0.7409446836, propagate_forward_time: 26.3646926880, propagate_backward_time: 39.3092651367, weight_update_time: 0.1381376535, other_time: 3.8455352783
epoch time: 6.2410850525s, input_fired_time: 0.1001867652, output_fired_time: 0.0000000000, propagate_forward_time: 5.6303234100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105748177
validation[          , genome  5036] predictions:    9382/  10000 (93.82%), best:    9606/10000 (96.06%), error:      1990.95239, best error:      1315.64758 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 71.4308853149s, input_fired_time: 0.8036521673, output_fired_time: 0.7297086716, propagate_forward_time: 27.1044311523, propagate_backward_time: 40.0502929688, weight_update_time: 0.1355070025, other_time: 2.7428054810
epoch time: 5.3982234001s, input_fired_time: 0.0996198878, output_fired_time: 0.0000000000, propagate_forward_time: 4.8192667961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793367386
validation[          , genome  5036] predictions:    9603/  10000 (96.03%), best:    9606/10000 (96.06%), error:      1375.50842, best error:      1315.64758 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 70.7050628662s, input_fired_time: 0.8046734333, output_fired_time: 0.7593016624, propagate_forward_time: 27.8226718903, propagate_backward_time: 38.5562973022, weight_update_time: 0.1354356408, other_time: 2.7621231079
epoch time: 7.8767404556s, input_fired_time: 0.1873536855, output_fired_time: 0.0000000000, propagate_forward_time: 6.9674515724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219352722
validation[          , genome  5036] predictions:    9571/  10000 (95.71%), best:    9606/10000 (96.06%), error:      1454.50195, best error:      1315.64758 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 82.6497726440s, input_fired_time: 0.9154200554, output_fired_time: 0.8459002376, propagate_forward_time: 31.2867202759, propagate_backward_time: 46.2331352234, weight_update_time: 0.1539361924, other_time: 3.3685951233
epoch time: 6.6825790405s, input_fired_time: 0.1046490818, output_fired_time: 0.0000000000, propagate_forward_time: 6.0824494362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954805374
validation[          , genome  5036] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1364.02148, best error:      1315.64758 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 70.4009475708s, input_fired_time: 0.8050687909, output_fired_time: 0.7265923023, propagate_forward_time: 26.1126079559, propagate_backward_time: 39.9335899353, weight_update_time: 0.1364566237, other_time: 2.8230857849
epoch time: 6.9295053482s, input_fired_time: 0.1064523906, output_fired_time: 0.0000000000, propagate_forward_time: 5.3114876747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5115652084
validation[          , genome  5036] predictions:    9597/  10000 (95.97%), best:    9606/10000 (96.06%), error:      1387.38354, best error:      1315.64758 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.6377029419s, input_fired_time: 0.8011323214, output_fired_time: 0.7231789231, propagate_forward_time: 24.7769660950, propagate_backward_time: 40.5776138306, weight_update_time: 0.1354033649, other_time: 2.7588081360
epoch time: 5.3817825317s, input_fired_time: 0.1012418717, output_fired_time: 0.0000000000, propagate_forward_time: 4.8020744324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784660339
validation[          , genome  5036] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1464.50256, best error:      1315.64758 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 69.8697280884s, input_fired_time: 0.8018332720, output_fired_time: 0.7193550467, propagate_forward_time: 25.5293025970, propagate_backward_time: 40.0509414673, weight_update_time: 0.1354928017, other_time: 2.7682952881
epoch time: 5.2944808006s, input_fired_time: 0.0994390473, output_fired_time: 0.0000000000, propagate_forward_time: 4.7246627808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703788757
validation[          , genome  5036] predictions:    9618/  10000 (96.18%), best:    9606/10000 (96.06%), error:      1318.90063, best error:      1315.64758 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 70.5538101196s, input_fired_time: 0.8063138127, output_fired_time: 0.7261871696, propagate_forward_time: 26.7863197327, propagate_backward_time: 39.4672813416, weight_update_time: 0.1357552558, other_time: 2.7677078247
epoch time: 5.5295319557s, input_fired_time: 0.1015776247, output_fired_time: 0.0000000000, propagate_forward_time: 4.9524507523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755034447
validation[          , genome  5036] predictions:    9539/  10000 (95.39%), best:    9606/10000 (96.06%), error:      1532.65125, best error:      1315.64758 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 70.2924499512s, input_fired_time: 1.8149381876, output_fired_time: 0.7195335627, propagate_forward_time: 24.6571884155, propagate_backward_time: 40.3299674988, weight_update_time: 0.1359101236, other_time: 2.7708168030
epoch time: 5.5211291313s, input_fired_time: 0.1019885838, output_fired_time: 0.0000000000, propagate_forward_time: 4.9386348724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805054665
validation[          , genome  5036] predictions:    9581/  10000 (95.81%), best:    9606/10000 (96.06%), error:      1432.71350, best error:      1315.64758 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.7166442871s, input_fired_time: 1.8083938360, output_fired_time: 0.7167969942, propagate_forward_time: 25.4093151093, propagate_backward_time: 38.0464439392, weight_update_time: 0.1346859932, other_time: 2.7356910706
epoch time: 6.6417365074s, input_fired_time: 0.1052628979, output_fired_time: 0.0000000000, propagate_forward_time: 6.0376510620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988226891
validation[          , genome  5036] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1295.94763, best error:      1295.94763 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 69.0023498535s, input_fired_time: 0.8048914671, output_fired_time: 0.7186379433, propagate_forward_time: 24.5583648682, propagate_backward_time: 40.1602897644, weight_update_time: 0.1363089979, other_time: 2.7601661682
epoch time: 5.4193706512s, input_fired_time: 0.1010073498, output_fired_time: 0.0000000000, propagate_forward_time: 4.8304562569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879069328
validation[          , genome  5036] predictions:    9591/  10000 (95.91%), best:    9629/10000 (96.29%), error:      1394.69983, best error:      1295.94763 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.3797378540s, input_fired_time: 0.8066351414, output_fired_time: 0.7252261639, propagate_forward_time: 26.7257080078, propagate_backward_time: 39.3599014282, weight_update_time: 0.1359302253, other_time: 2.7622680664
epoch time: 5.4825816154s, input_fired_time: 0.1004893035, output_fired_time: 0.0000000000, propagate_forward_time: 4.9079952240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740972519
validation[          , genome  5036] predictions:    9611/  10000 (96.11%), best:    9629/10000 (96.29%), error:      1319.46973, best error:      1295.94763 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 70.6429748535s, input_fired_time: 0.8007713556, output_fired_time: 0.7362652421, propagate_forward_time: 26.8485012054, propagate_backward_time: 39.5286026001, weight_update_time: 0.1347323805, other_time: 2.7288284302
epoch time: 5.4344053268s, input_fired_time: 0.1014143974, output_fired_time: 0.0000000000, propagate_forward_time: 4.8518490791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811420441
validation[          , genome  5036] predictions:    9602/  10000 (96.02%), best:    9629/10000 (96.29%), error:      1335.16907, best error:      1295.94763 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.6399002075s, input_fired_time: 0.8841570020, output_fired_time: 0.8298732638, propagate_forward_time: 29.8152828217, propagate_backward_time: 44.0388832092, weight_update_time: 0.1368377209, other_time: 3.0717048645
epoch time: 5.3876781464s, input_fired_time: 0.0998852253, output_fired_time: 0.0000000000, propagate_forward_time: 4.8097677231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780254364
validation[          , genome  5036] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1274.07874, best error:      1274.07874 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.5826950073s, input_fired_time: 0.8041016459, output_fired_time: 0.7164562345, propagate_forward_time: 27.3852977753, propagate_backward_time: 37.9071769714, weight_update_time: 0.1350813061, other_time: 2.7696647644
epoch time: 5.4470195770s, input_fired_time: 0.1008338183, output_fired_time: 0.0000000000, propagate_forward_time: 4.8705620766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756236076
validation[          , genome  5036] predictions:    9622/  10000 (96.22%), best:    9615/10000 (96.15%), error:      1297.11914, best error:      1274.07874 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.3416748047s, input_fired_time: 0.8096095920, output_fired_time: 0.7238762975, propagate_forward_time: 26.7082901001, propagate_backward_time: 39.3221702576, weight_update_time: 0.1361290514, other_time: 2.7777290344
epoch time: 5.4454178810s, input_fired_time: 0.1025183722, output_fired_time: 0.0000000000, propagate_forward_time: 4.8609032631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819960594
validation[          , genome  5036] predictions:    9608/  10000 (96.08%), best:    9615/10000 (96.15%), error:      1312.99915, best error:      1274.07874 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 69.5112609863s, input_fired_time: 0.8084973097, output_fired_time: 0.7270364165, propagate_forward_time: 26.7105731964, propagate_backward_time: 38.4976234436, weight_update_time: 0.1353299767, other_time: 2.7675361633
epoch time: 6.6718401909s, input_fired_time: 0.1066248789, output_fired_time: 0.0000000000, propagate_forward_time: 6.0713834763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938316345
validation[          , genome  5036] predictions:    9125/  10000 (91.25%), best:    9615/10000 (96.15%), error:      2806.91650, best error:      1274.07874 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 68.8188629150s, input_fired_time: 0.8049170375, output_fired_time: 0.7213653922, propagate_forward_time: 25.5098247528, propagate_backward_time: 39.0304183960, weight_update_time: 0.1347377002, other_time: 2.7523345947
epoch time: 5.4516081810s, input_fired_time: 0.1026424542, output_fired_time: 0.0000000000, propagate_forward_time: 4.8704137802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785518646
validation[          , genome  5036] predictions:    9573/  10000 (95.73%), best:    9615/10000 (96.15%), error:      1473.16772, best error:      1274.07874 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 70.7882308960s, input_fired_time: 0.8119001985, output_fired_time: 0.7299386859, propagate_forward_time: 25.8180809021, propagate_backward_time: 40.6049423218, weight_update_time: 0.1383361667, other_time: 2.8233680725
epoch time: 5.4170174599s, input_fired_time: 0.1018674225, output_fired_time: 0.0000000000, propagate_forward_time: 4.8322873116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828629494
validation[          , genome  5036] predictions:    9618/  10000 (96.18%), best:    9615/10000 (96.15%), error:      1326.45410, best error:      1274.07874 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 69.7994232178s, input_fired_time: 0.8091718554, output_fired_time: 0.7208592892, propagate_forward_time: 25.3927478790, propagate_backward_time: 39.0720024109, weight_update_time: 0.1359291375, other_time: 3.8046455383
epoch time: 5.4100666046s, input_fired_time: 0.1019348428, output_fired_time: 0.0000000000, propagate_forward_time: 4.8365354538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715962410
validation[          , genome  5036] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1208.13049, best error:      1208.13049 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.3711013794s, input_fired_time: 0.8708608747, output_fired_time: 0.8500139713, propagate_forward_time: 29.1396312714, propagate_backward_time: 42.3756752014, weight_update_time: 0.1720241010, other_time: 4.1349220276
epoch time: 5.3148307800s, input_fired_time: 0.1011983901, output_fired_time: 0.0000000000, propagate_forward_time: 4.7458033562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678292274
validation[          , genome  5036] predictions:    9555/  10000 (95.55%), best:    9648/10000 (96.48%), error:      1454.72449, best error:      1208.13049 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 69.6835098267s, input_fired_time: 0.8053579926, output_fired_time: 0.7314856648, propagate_forward_time: 24.4380569458, propagate_backward_time: 40.9414062500, weight_update_time: 0.1359155625, other_time: 2.7672042847
epoch time: 4.9815630913s, input_fired_time: 0.0963559151, output_fired_time: 0.0000000000, propagate_forward_time: 4.4326739311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525332451
validation[          , genome  5036] predictions:    9605/  10000 (96.05%), best:    9648/10000 (96.48%), error:      1323.23840, best error:      1208.13049 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.4021224976s, input_fired_time: 0.8133071065, output_fired_time: 0.7167537808, propagate_forward_time: 25.2533607483, propagate_backward_time: 38.8856124878, weight_update_time: 0.1344460696, other_time: 2.7330894470
epoch time: 6.5766782761s, input_fired_time: 0.1043246016, output_fired_time: 0.0000000000, propagate_forward_time: 5.9721808434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001726151
validation[          , genome  5036] predictions:    9564/  10000 (95.64%), best:    9648/10000 (96.48%), error:      1484.61572, best error:      1208.13049 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.7230453491s, input_fired_time: 0.8044291139, output_fired_time: 0.7165384889, propagate_forward_time: 24.3640384674, propagate_backward_time: 39.0642395020, weight_update_time: 0.1350241005, other_time: 3.7738037109
epoch time: 5.3100295067s, input_fired_time: 0.1041335166, output_fired_time: 0.0000000000, propagate_forward_time: 4.7331609726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727349281
validation[          , genome  5036] predictions:    9607/  10000 (96.07%), best:    9648/10000 (96.48%), error:      1323.83984, best error:      1208.13049 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 70.3748931885s, input_fired_time: 0.8162368536, output_fired_time: 1.7342028618, propagate_forward_time: 24.6854839325, propagate_backward_time: 40.3517036438, weight_update_time: 0.1367487907, other_time: 2.7872657776
epoch time: 5.4328351021s, input_fired_time: 0.1145872027, output_fired_time: 0.0000000000, propagate_forward_time: 4.8392872810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789605141
validation[          , genome  5036] predictions:    9640/  10000 (96.40%), best:    9648/10000 (96.48%), error:      1273.40662, best error:      1208.13049 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 69.9325942993s, input_fired_time: 1.8286370039, output_fired_time: 0.7307142019, propagate_forward_time: 24.4590263367, propagate_backward_time: 40.1449127197, weight_update_time: 0.1352098882, other_time: 2.7693061829
epoch time: 5.4036111832s, input_fired_time: 0.1005117819, output_fired_time: 0.0000000000, propagate_forward_time: 4.8204483986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826512337
validation[          , genome  5036] predictions:    9586/  10000 (95.86%), best:    9648/10000 (96.48%), error:      1377.26062, best error:      1208.13049 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 75.6855850220s, input_fired_time: 0.8979039788, output_fired_time: 0.8195407987, propagate_forward_time: 27.7094650269, propagate_backward_time: 42.2347908020, weight_update_time: 0.1447561979, other_time: 4.0238838196
epoch time: 5.4328384399s, input_fired_time: 0.1010414511, output_fired_time: 0.0000000000, propagate_forward_time: 4.8579735756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738235474
validation[          , genome  5036] predictions:    9598/  10000 (95.98%), best:    9648/10000 (96.48%), error:      1369.56250, best error:      1208.13049 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.5897369385s, input_fired_time: 0.8363662362, output_fired_time: 0.7491416931, propagate_forward_time: 25.2312641144, propagate_backward_time: 42.0484275818, weight_update_time: 0.1353051811, other_time: 2.7245368958
epoch time: 5.6006155014s, input_fired_time: 0.1021151319, output_fired_time: 0.0000000000, propagate_forward_time: 5.0229544640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755458832
validation[          , genome  5036] predictions:    9606/  10000 (96.06%), best:    9648/10000 (96.48%), error:      1319.82434, best error:      1208.13049 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.8103027344s, input_fired_time: 0.8341345787, output_fired_time: 0.7496027946, propagate_forward_time: 28.7201576233, propagate_backward_time: 39.3704071045, weight_update_time: 0.1594504714, other_time: 3.1359977722
epoch time: 5.4065771103s, input_fired_time: 0.1019807532, output_fired_time: 0.0000000000, propagate_forward_time: 4.8297982216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747982025
validation[          , genome  5036] predictions:    9594/  10000 (95.94%), best:    9648/10000 (96.48%), error:      1381.31995, best error:      1208.13049 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 68.4590606689s, input_fired_time: 0.8064084053, output_fired_time: 0.7243612409, propagate_forward_time: 25.3941345215, propagate_backward_time: 38.7966423035, weight_update_time: 0.1343858838, other_time: 2.7375144958
epoch time: 6.7818765640s, input_fired_time: 0.1096822172, output_fired_time: 0.0000000000, propagate_forward_time: 6.1638770103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083174706
validation[          , genome  5036] predictions:    9625/  10000 (96.25%), best:    9648/10000 (96.48%), error:      1327.07129, best error:      1208.13049 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 69.0347671509s, input_fired_time: 0.8085168004, output_fired_time: 0.7226106524, propagate_forward_time: 26.6025829315, propagate_backward_time: 38.1466903687, weight_update_time: 0.1353076398, other_time: 2.7543640137
epoch time: 5.4516720772s, input_fired_time: 0.1018595770, output_fired_time: 0.0000000000, propagate_forward_time: 4.8725414276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772710800
validation[          , genome  5036] predictions:    9591/  10000 (95.91%), best:    9648/10000 (96.48%), error:      1386.72571, best error:      1208.13049 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.7335739136s, input_fired_time: 0.8083330393, output_fired_time: 0.7186865807, propagate_forward_time: 25.4481468201, propagate_backward_time: 37.9989891052, weight_update_time: 0.1362542808, other_time: 3.7594146729
epoch time: 5.4145231247s, input_fired_time: 0.1020296589, output_fired_time: 0.0000000000, propagate_forward_time: 4.8430590630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694342613
validation[          , genome  5036] predictions:    9512/  10000 (95.12%), best:    9648/10000 (96.48%), error:      1630.74854, best error:      1208.13049 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.6884918213s, input_fired_time: 1.8260834217, output_fired_time: 0.7380057573, propagate_forward_time: 25.8261203766, propagate_backward_time: 39.4564514160, weight_update_time: 0.1363929957, other_time: 2.8418350220
epoch time: 5.4322152138s, input_fired_time: 0.1024978012, output_fired_time: 0.0000000000, propagate_forward_time: 4.8461508751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835667610
validation[          , genome  5036] predictions:    9613/  10000 (96.13%), best:    9648/10000 (96.48%), error:      1320.40259, best error:      1208.13049 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 70.1619262695s, input_fired_time: 0.8124734759, output_fired_time: 0.7223876715, propagate_forward_time: 24.5623073578, propagate_backward_time: 40.2781410217, weight_update_time: 0.1369358897, other_time: 3.7866096497
epoch time: 7.5664205551s, input_fired_time: 0.1482789367, output_fired_time: 0.0000000000, propagate_forward_time: 6.7312784195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868634224
validation[          , genome  5036] predictions:    9605/  10000 (96.05%), best:    9648/10000 (96.48%), error:      1354.34973, best error:      1208.13049 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.1994476318s, input_fired_time: 0.8815747499, output_fired_time: 0.8031148314, propagate_forward_time: 28.7187290192, propagate_backward_time: 44.8035430908, weight_update_time: 0.1569769531, other_time: 2.9924850464
epoch time: 5.5329647064s, input_fired_time: 0.1036086455, output_fired_time: 0.0000000000, propagate_forward_time: 4.9386153221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907407761
validation[          , genome  5036] predictions:    9592/  10000 (95.92%), best:    9648/10000 (96.48%), error:      1418.34827, best error:      1208.13049 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 71.0406036377s, input_fired_time: 0.8214111924, output_fired_time: 0.7271753550, propagate_forward_time: 27.0229721069, propagate_backward_time: 39.7161483765, weight_update_time: 0.1355319023, other_time: 2.7528991699
epoch time: 5.4620623589s, input_fired_time: 0.1035783067, output_fired_time: 0.0000000000, propagate_forward_time: 4.8727078438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857764244
validation[          , genome  5036] predictions:    9624/  10000 (96.24%), best:    9648/10000 (96.48%), error:      1286.53320, best error:      1208.13049 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 69.8413391113s, input_fired_time: 0.8125128150, output_fired_time: 0.7179000974, propagate_forward_time: 26.5326499939, propagate_backward_time: 39.0267295837, weight_update_time: 0.1353441775, other_time: 2.7515411377
epoch time: 5.4066519737s, input_fired_time: 0.1017696261, output_fired_time: 0.0000000000, propagate_forward_time: 4.8268175125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780650139
validation[          , genome  5036] predictions:    9613/  10000 (96.13%), best:    9648/10000 (96.48%), error:      1333.45544, best error:      1208.13049 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.7235107422s, input_fired_time: 0.8169887066, output_fired_time: 0.7267366052, propagate_forward_time: 24.7951316833, propagate_backward_time: 40.6552314758, weight_update_time: 0.1355315149, other_time: 2.7294235229
epoch time: 8.0599889755s, input_fired_time: 0.1115860939, output_fired_time: 0.0000000000, propagate_forward_time: 7.3609380722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874648094
validation[          , genome  5036] predictions:    9626/  10000 (96.26%), best:    9648/10000 (96.48%), error:      1283.02759, best error:      1208.13049 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 73.7000122070s, input_fired_time: 0.8540012836, output_fired_time: 0.7676727176, propagate_forward_time: 28.0754146576, propagate_backward_time: 41.0441284180, weight_update_time: 0.1515499353, other_time: 2.9587936401
epoch time: 5.5861783028s, input_fired_time: 0.1057613641, output_fired_time: 0.0000000000, propagate_forward_time: 4.9851284027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952883720
validation[          , genome  5036] predictions:    9610/  10000 (96.10%), best:    9648/10000 (96.48%), error:      1320.37964, best error:      1208.13049 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.0820999146s, input_fired_time: 0.8136194944, output_fired_time: 0.7212878466, propagate_forward_time: 26.5744190216, propagate_backward_time: 37.2040519714, weight_update_time: 0.1362380087, other_time: 3.7687187195
epoch time: 6.7502036095s, input_fired_time: 0.1086305007, output_fired_time: 0.0000000000, propagate_forward_time: 6.1396465302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019264221
validation[          , genome  5036] predictions:    9594/  10000 (95.94%), best:    9648/10000 (96.48%), error:      1431.98474, best error:      1208.13049 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.0313873291s, input_fired_time: 0.8458631635, output_fired_time: 0.7529778481, propagate_forward_time: 26.3694877625, propagate_backward_time: 40.0721588135, weight_update_time: 0.1994482428, other_time: 2.9909019470
epoch time: 5.5942735672s, input_fired_time: 0.1030133963, output_fired_time: 0.0000000000, propagate_forward_time: 5.0143418312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769182205
validation[          , genome  5036] predictions:    9594/  10000 (95.94%), best:    9648/10000 (96.48%), error:      1380.63062, best error:      1208.13049 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 69.0788192749s, input_fired_time: 0.8131656647, output_fired_time: 0.7257120013, propagate_forward_time: 26.5178909302, propagate_backward_time: 38.2849388123, weight_update_time: 0.1349885166, other_time: 2.7371101379
epoch time: 5.2921986580s, input_fired_time: 0.1007018238, output_fired_time: 0.0000000000, propagate_forward_time: 4.7217855453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697113037
validation[          , genome  5036] predictions:    9607/  10000 (96.07%), best:    9648/10000 (96.48%), error:      1351.54395, best error:      1208.13049 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.9880218506s, input_fired_time: 0.8177922368, output_fired_time: 0.7212854028, propagate_forward_time: 25.4751377106, propagate_backward_time: 40.1853218079, weight_update_time: 0.1368346512, other_time: 2.7884864807
epoch time: 5.4917039871s, input_fired_time: 0.1035236269, output_fired_time: 0.0000000000, propagate_forward_time: 4.9093761444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788041115
validation[          , genome  5036] predictions:    9608/  10000 (96.08%), best:    9648/10000 (96.48%), error:      1322.94800, best error:      1208.13049 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.5903167725s, input_fired_time: 0.8115882874, output_fired_time: 0.7171598077, propagate_forward_time: 26.2568321228, propagate_backward_time: 39.0563621521, weight_update_time: 0.1348167658, other_time: 2.7483749390
epoch time: 5.4808664322s, input_fired_time: 0.1042610109, output_fired_time: 0.0000000000, propagate_forward_time: 4.8921146393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844908714
validation[          , genome  5036] predictions:    9606/  10000 (96.06%), best:    9648/10000 (96.48%), error:      1340.31787, best error:      1208.13049 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.7273559570s, input_fired_time: 0.8112955689, output_fired_time: 0.7152150869, propagate_forward_time: 25.4374313354, propagate_backward_time: 39.0010070801, weight_update_time: 0.1352260709, other_time: 2.7624053955
epoch time: 6.6283340454s, input_fired_time: 0.1063218638, output_fired_time: 0.0000000000, propagate_forward_time: 6.0251841545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968280792
validation[          , genome  5036] predictions:    9637/  10000 (96.37%), best:    9648/10000 (96.48%), error:      1246.89648, best error:      1208.13049 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.9600143433s, input_fired_time: 0.8081575632, output_fired_time: 0.7194622755, propagate_forward_time: 24.5286006927, propagate_backward_time: 40.1380081177, weight_update_time: 0.1363793910, other_time: 2.7657852173
epoch time: 5.3201436996s, input_fired_time: 0.1016079113, output_fired_time: 0.0000000000, propagate_forward_time: 4.7484974861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700384140
validation[          , genome  5036] predictions:    9629/  10000 (96.29%), best:    9648/10000 (96.48%), error:      1240.17114, best error:      1208.13049 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.0844955444s, input_fired_time: 0.8133886456, output_fired_time: 0.7237057090, propagate_forward_time: 25.5623931885, propagate_backward_time: 39.3134918213, weight_update_time: 0.1359678358, other_time: 3.6715164185
epoch time: 5.4311270714s, input_fired_time: 0.1036907807, output_fired_time: 0.0000000000, propagate_forward_time: 4.8472218513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802145958
validation[          , genome  5036] predictions:    9627/  10000 (96.27%), best:    9648/10000 (96.48%), error:      1309.30750, best error:      1208.13049 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.3622360229s, input_fired_time: 0.8278965354, output_fired_time: 0.7349107862, propagate_forward_time: 25.0493488312, propagate_backward_time: 41.9950866699, weight_update_time: 0.1369633526, other_time: 2.7549972534
epoch time: 5.3832583427s, input_fired_time: 0.1129882634, output_fired_time: 0.0000000000, propagate_forward_time: 4.7984843254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717855453
validation[          , genome  5036] predictions:    9622/  10000 (96.22%), best:    9648/10000 (96.48%), error:      1312.91260, best error:      1208.13049 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.0370254517s, input_fired_time: 0.8235525489, output_fired_time: 0.7301789522, propagate_forward_time: 25.9531612396, propagate_backward_time: 40.7656250000, weight_update_time: 0.1364858747, other_time: 2.7645034790
epoch time: 5.9515762329s, input_fired_time: 0.1099494770, output_fired_time: 0.0000000000, propagate_forward_time: 5.3194742203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221524239
validation[          , genome  5036] predictions:    9649/  10000 (96.49%), best:    9648/10000 (96.48%), error:      1235.95923, best error:      1208.13049 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 75.8475646973s, input_fired_time: 0.9006459713, output_fired_time: 0.7792866826, propagate_forward_time: 28.9431571960, propagate_backward_time: 42.1981658936, weight_update_time: 0.1446093917, other_time: 3.0263099670
epoch time: 6.9149551392s, input_fired_time: 0.1675337106, output_fired_time: 0.0000000000, propagate_forward_time: 6.1464323997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009888649
validation[          , genome  5036] predictions:    9591/  10000 (95.91%), best:    9648/10000 (96.48%), error:      1399.57813, best error:      1208.13049 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 70.6074371338s, input_fired_time: 2.8419325352, output_fired_time: 0.7283842564, propagate_forward_time: 25.7690811157, propagate_backward_time: 38.4464225769, weight_update_time: 0.1373869777, other_time: 2.8216133118
epoch time: 5.4566211700s, input_fired_time: 0.1053635553, output_fired_time: 0.0000000000, propagate_forward_time: 4.8680934906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831643105
validation[          , genome  5036] predictions:    9543/  10000 (95.43%), best:    9648/10000 (96.48%), error:      1551.44189, best error:      1208.13049 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 69.7058334351s, input_fired_time: 0.8159981966, output_fired_time: 0.7245662808, propagate_forward_time: 25.8984775543, propagate_backward_time: 39.5138702393, weight_update_time: 0.1357894838, other_time: 2.7529220581
epoch time: 6.7132034302s, input_fired_time: 0.1087907404, output_fired_time: 0.0000000000, propagate_forward_time: 5.0981826782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5062298775
validation[          , genome  5036] predictions:    9601/  10000 (96.01%), best:    9648/10000 (96.48%), error:      1331.65747, best error:      1208.13049 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.8709945679s, input_fired_time: 0.8125202656, output_fired_time: 0.7173417807, propagate_forward_time: 25.5446929932, propagate_backward_time: 37.0212326050, weight_update_time: 0.1348330379, other_time: 4.7752075195
epoch time: 6.4595942497s, input_fired_time: 0.1031189412, output_fired_time: 0.0000000000, propagate_forward_time: 5.8810791969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753961563
validation[          , genome  5036] predictions:    9630/  10000 (96.30%), best:    9648/10000 (96.48%), error:      1240.89453, best error:      1208.13049 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.9880218506s, input_fired_time: 0.8177904487, output_fired_time: 0.7212804556, propagate_forward_time: 26.5645523071, propagate_backward_time: 38.1027336121, weight_update_time: 0.1355382949, other_time: 2.7816658020
epoch time: 5.4782910347s, input_fired_time: 0.1039624363, output_fired_time: 0.0000000000, propagate_forward_time: 4.8904705048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838581085
validation[          , genome  5036] predictions:    9601/  10000 (96.01%), best:    9648/10000 (96.48%), error:      1351.08826, best error:      1208.13049 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 70.2574615479s, input_fired_time: 0.8212332726, output_fired_time: 0.7238299847, propagate_forward_time: 25.6046504974, propagate_backward_time: 40.3278007507, weight_update_time: 0.1361251622, other_time: 2.7799415588
epoch time: 5.4167022705s, input_fired_time: 0.1034063175, output_fired_time: 0.0000000000, propagate_forward_time: 4.8365635872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767322540
validation[          , genome  5036] predictions:    9671/  10000 (96.71%), best:    9648/10000 (96.48%), error:      1212.31738, best error:      1208.13049 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 69.8875961304s, input_fired_time: 0.8180934787, output_fired_time: 0.7207155824, propagate_forward_time: 24.5165596008, propagate_backward_time: 41.0684204102, weight_update_time: 0.1350998729, other_time: 2.7638053894
epoch time: 5.4292402267s, input_fired_time: 0.1051563174, output_fired_time: 0.0000000000, propagate_forward_time: 4.8447170258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793667793
validation[          , genome  5036] predictions:    9610/  10000 (96.10%), best:    9648/10000 (96.48%), error:      1299.34631, best error:      1208.13049 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 69.1706237793s, input_fired_time: 0.8179868460, output_fired_time: 0.7200440764, propagate_forward_time: 24.5999698639, propagate_backward_time: 40.2354583740, weight_update_time: 0.1359659284, other_time: 2.7971649170
epoch time: 6.6614365578s, input_fired_time: 0.1074444279, output_fired_time: 0.0000000000, propagate_forward_time: 6.0580644608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959278107
validation[          , genome  5036] predictions:    9611/  10000 (96.11%), best:    9648/10000 (96.48%), error:      1336.38135, best error:      1208.13049 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 69.7500610352s, input_fired_time: 0.8158693314, output_fired_time: 0.7313544154, propagate_forward_time: 26.8274974823, propagate_backward_time: 38.6286201477, weight_update_time: 0.1353472173, other_time: 2.7467155457
epoch time: 5.4170866013s, input_fired_time: 0.1026532277, output_fired_time: 0.0000000000, propagate_forward_time: 4.8354172707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790163040
validation[          , genome  5036] predictions:    9627/  10000 (96.27%), best:    9648/10000 (96.48%), error:      1284.40540, best error:      1208.13049 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 69.2680587769s, input_fired_time: 0.8180001974, output_fired_time: 0.7191226482, propagate_forward_time: 24.6500511169, propagate_backward_time: 40.3066749573, weight_update_time: 0.1365347952, other_time: 2.7742080688
epoch time: 5.4113969803s, input_fired_time: 0.1032303646, output_fired_time: 0.0000000000, propagate_forward_time: 4.8305559158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776105881
validation[          , genome  5036] predictions:    9629/  10000 (96.29%), best:    9648/10000 (96.48%), error:      1307.83374, best error:      1208.13049 on epoch:    61, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 29.8311996460s, input_fired_time: 0.5247328877, output_fired_time: 0.0000000000, propagate_forward_time: 26.7303829193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5760841370
best training[          , genome  5036] predictions:   48968/  50000 (97.94%), best:    9648/10000 (96.48%), error:      3826.86377, best error:      1208.13049 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.3012547493s, input_fired_time: 0.1006974727, output_fired_time: 0.0000000000, propagate_forward_time: 4.7326579094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678993225
   testing[          , genome  5036] predictions:    9652/  10000 (96.52%), best:    9648/10000 (96.48%), error:      1178.19739, best error:      1208.13049 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:38:43 (10236): called boinc_finish(0)

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