Nameexact_genome_1512568488_42_5940_0
Workunit2600937
Created7 Dec 2017, 17:10:01 UTC
Sent7 Dec 2017, 17:13:38 UTC
Report deadline13 Dec 2017, 4:03:45 UTC
Received8 Dec 2017, 18:14:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 39 min 54 sec
CPU time2 hours 39 min 29 sec
Validate stateValid
Credit1,362.87
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.54 MB
Peak swap size154.66 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 87.2864837646s, input_fired_time: 0.9197078347, output_fired_time: 0.7469311357, propagate_forward_time: 33.6944007874, propagate_backward_time: 49.8507461548, weight_update_time: 0.1295947284, other_time: 2.0746955872
epoch time: 7.1606016159s, input_fired_time: 0.1052265018, output_fired_time: 0.0000000000, propagate_forward_time: 6.6736102104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817648888
validation[          , genome  5940] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1085.16589, best error:      1085.16589 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.5735931396s, input_fired_time: 0.9064882994, output_fired_time: 0.7377772927, propagate_forward_time: 33.5653915405, propagate_backward_time: 49.2965927124, weight_update_time: 0.1272932142, other_time: 2.0673446655
epoch time: 7.1220707893s, input_fired_time: 0.1012681276, output_fired_time: 0.0000000000, propagate_forward_time: 6.6489362717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718662262
validation[          , genome  5940] predictions:    9676/  10000 (96.76%), best:    9677/10000 (96.77%), error:      1104.57129, best error:      1085.16589 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.5342407227s, input_fired_time: 0.9129896164, output_fired_time: 0.7444034815, propagate_forward_time: 33.3456993103, propagate_backward_time: 49.4557113647, weight_update_time: 0.1278377026, other_time: 2.0754432678
epoch time: 7.1650052071s, input_fired_time: 0.1019352525, output_fired_time: 0.0000000000, propagate_forward_time: 6.6901011467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729686737
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9677/10000 (96.77%), error:      1089.08582, best error:      1085.16589 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.4268951416s, input_fired_time: 0.9189391136, output_fired_time: 0.7784540057, propagate_forward_time: 33.6949195862, propagate_backward_time: 49.9421577454, weight_update_time: 0.1289140433, other_time: 2.0924224854
epoch time: 7.2976846695s, input_fired_time: 0.1037502214, output_fired_time: 0.0000000000, propagate_forward_time: 6.7553277016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386067390
validation[          , genome  5940] predictions:    9651/  10000 (96.51%), best:    9677/10000 (96.77%), error:      1128.93958, best error:      1085.16589 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.6264038086s, input_fired_time: 0.9511421323, output_fired_time: 0.8296887279, propagate_forward_time: 33.7465705872, propagate_backward_time: 51.7049789429, weight_update_time: 0.1377082914, other_time: 2.3940238953
epoch time: 7.2829794884s, input_fired_time: 0.1040202603, output_fired_time: 0.0000000000, propagate_forward_time: 6.7464771271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324822426
validation[          , genome  5940] predictions:    9649/  10000 (96.49%), best:    9677/10000 (96.77%), error:      1204.82214, best error:      1085.16589 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.9107055664s, input_fired_time: 0.9186466336, output_fired_time: 0.7455676198, propagate_forward_time: 33.5527305603, propagate_backward_time: 49.6223754883, weight_update_time: 0.1281607747, other_time: 2.0713844299
epoch time: 7.4156012535s, input_fired_time: 0.1022518352, output_fired_time: 0.0000000000, propagate_forward_time: 6.9185156822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948335648
validation[          , genome  5940] predictions:    9668/  10000 (96.68%), best:    9677/10000 (96.77%), error:      1167.25977, best error:      1085.16589 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.1122207642s, input_fired_time: 0.9168130755, output_fired_time: 0.7476561069, propagate_forward_time: 33.5517539978, propagate_backward_time: 49.7994918823, weight_update_time: 0.1280129999, other_time: 2.0965003967
epoch time: 7.1349668503s, input_fired_time: 0.1018106714, output_fired_time: 0.0000000000, propagate_forward_time: 6.6588501930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743062019
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1060.39014, best error:      1060.39014 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 87.1988830566s, input_fired_time: 0.9518844485, output_fired_time: 0.7499748468, propagate_forward_time: 33.7406082153, propagate_backward_time: 49.6768188477, weight_update_time: 0.1281730086, other_time: 2.0795974731
epoch time: 7.1317415237s, input_fired_time: 0.1014329493, output_fired_time: 0.0000000000, propagate_forward_time: 6.6559629440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743457794
validation[          , genome  5940] predictions:    9675/  10000 (96.75%), best:    9687/10000 (96.87%), error:      1104.56812, best error:      1060.39014 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.3024978638s, input_fired_time: 0.9246079326, output_fired_time: 0.7471912503, propagate_forward_time: 33.7646369934, propagate_backward_time: 49.7803001404, weight_update_time: 0.1282556802, other_time: 2.0857620239
epoch time: 7.2913894653s, input_fired_time: 0.1035190746, output_fired_time: 0.0000000000, propagate_forward_time: 6.8143649101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735055923
validation[          , genome  5940] predictions:    9686/  10000 (96.86%), best:    9687/10000 (96.87%), error:      1089.02148, best error:      1060.39014 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 87.0289611816s, input_fired_time: 0.9198549986, output_fired_time: 0.7521200180, propagate_forward_time: 33.4192695618, propagate_backward_time: 49.8558158875, weight_update_time: 0.1286946684, other_time: 2.0819015503
epoch time: 7.1937026978s, input_fired_time: 0.1044695824, output_fired_time: 0.0000000000, propagate_forward_time: 6.7138924599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753404617
validation[          , genome  5940] predictions:    9676/  10000 (96.76%), best:    9687/10000 (96.87%), error:      1095.34253, best error:      1060.39014 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 87.0386199951s, input_fired_time: 0.9195338488, output_fired_time: 0.7495148778, propagate_forward_time: 33.3807678223, propagate_backward_time: 49.9153785706, weight_update_time: 0.1285109520, other_time: 2.0734291077
epoch time: 7.1326522827s, input_fired_time: 0.1028236598, output_fired_time: 0.0000000000, propagate_forward_time: 6.6554813385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743472099
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1055.56714, best error:      1055.56714 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.0081024170s, input_fired_time: 0.9245980382, output_fired_time: 0.7534382343, propagate_forward_time: 33.4289817810, propagate_backward_time: 49.7938690186, weight_update_time: 0.1287336349, other_time: 2.1072120667
epoch time: 7.1454224586s, input_fired_time: 0.1030570120, output_fired_time: 0.0000000000, propagate_forward_time: 6.6699757576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723897934
validation[          , genome  5940] predictions:    9666/  10000 (96.66%), best:    9687/10000 (96.87%), error:      1071.19397, best error:      1055.56714 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.8319091797s, input_fired_time: 0.9186685681, output_fired_time: 0.7528932691, propagate_forward_time: 33.4873542786, propagate_backward_time: 49.6019973755, weight_update_time: 0.1278690845, other_time: 2.0709953308
epoch time: 7.2123723030s, input_fired_time: 0.1023193300, output_fired_time: 0.0000000000, propagate_forward_time: 6.7341470718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759059906
validation[          , genome  5940] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1029.70227, best error:      1029.70227 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.4999847412s, input_fired_time: 0.9358109236, output_fired_time: 0.7759061456, propagate_forward_time: 33.8746719360, propagate_backward_time: 50.7185821533, weight_update_time: 0.1327034384, other_time: 2.1950073242
epoch time: 7.1620626450s, input_fired_time: 0.1019992232, output_fired_time: 0.0000000000, propagate_forward_time: 6.6853284836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747348785
validation[          , genome  5940] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1052.16541, best error:      1029.70227 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.6465911865s, input_fired_time: 0.9178920388, output_fired_time: 0.7441449165, propagate_forward_time: 33.4511222839, propagate_backward_time: 49.4677619934, weight_update_time: 0.1278962195, other_time: 2.0656661987
epoch time: 7.1590757370s, input_fired_time: 0.1021881178, output_fired_time: 0.0000000000, propagate_forward_time: 6.6853456497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715419769
validation[          , genome  5940] predictions:    9710/  10000 (97.10%), best:    9696/10000 (96.96%), error:      1044.57654, best error:      1029.70227 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.8074722290s, input_fired_time: 0.9199169874, output_fired_time: 0.7461943626, propagate_forward_time: 33.5021476746, propagate_backward_time: 49.5672416687, weight_update_time: 0.1283112466, other_time: 2.0719757080
epoch time: 7.1341819763s, input_fired_time: 0.1026178524, output_fired_time: 0.0000000000, propagate_forward_time: 6.6569910049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745732307
validation[          , genome  5940] predictions:    9659/  10000 (96.59%), best:    9696/10000 (96.96%), error:      1079.96509, best error:      1029.70227 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.7475738525s, input_fired_time: 0.9205943346, output_fired_time: 0.7465633154, propagate_forward_time: 33.5308189392, propagate_backward_time: 49.4790802002, weight_update_time: 0.1278352141, other_time: 2.0705146790
epoch time: 7.1303105354s, input_fired_time: 0.1035114080, output_fired_time: 0.0000000000, propagate_forward_time: 6.6523852348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744139671
validation[          , genome  5940] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1005.34357, best error:      1005.34357 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 87.4866104126s, input_fired_time: 0.9586181045, output_fired_time: 0.7664532065, propagate_forward_time: 33.8509712219, propagate_backward_time: 49.8205032349, weight_update_time: 0.1282905787, other_time: 2.0900611877
epoch time: 7.1362152100s, input_fired_time: 0.1032139286, output_fired_time: 0.0000000000, propagate_forward_time: 6.6585459709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744554520
validation[          , genome  5940] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1170.83716, best error:      1005.34357 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.2806320190s, input_fired_time: 0.9247707129, output_fired_time: 0.7572489977, propagate_forward_time: 33.6925163269, propagate_backward_time: 49.7862014771, weight_update_time: 0.1280363053, other_time: 2.1198921204
epoch time: 7.1609344482s, input_fired_time: 0.1039613783, output_fired_time: 0.0000000000, propagate_forward_time: 6.6835699081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734030724
validation[          , genome  5940] predictions:    9690/  10000 (96.90%), best:    9692/10000 (96.92%), error:      1057.95630, best error:      1005.34357 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 86.6533126831s, input_fired_time: 0.9238250256, output_fired_time: 0.7438395619, propagate_forward_time: 33.4635276794, propagate_backward_time: 49.4545135498, weight_update_time: 0.1276883483, other_time: 2.0676002502
epoch time: 7.1655416489s, input_fired_time: 0.1034873798, output_fired_time: 0.0000000000, propagate_forward_time: 6.6882119179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738422394
validation[          , genome  5940] predictions:    9668/  10000 (96.68%), best:    9692/10000 (96.92%), error:      1055.78552, best error:      1005.34357 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.3070449829s, input_fired_time: 0.9437482357, output_fired_time: 0.7358304858, propagate_forward_time: 32.9324378967, propagate_backward_time: 48.6374740601, weight_update_time: 0.1264275014, other_time: 2.0575523376
epoch time: 7.2260088921s, input_fired_time: 0.1039276496, output_fired_time: 0.0000000000, propagate_forward_time: 6.7224440575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996372223
validation[          , genome  5940] predictions:    9670/  10000 (96.70%), best:    9692/10000 (96.92%), error:      1070.71497, best error:      1005.34357 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.9006729126s, input_fired_time: 0.9418455958, output_fired_time: 0.7479644418, propagate_forward_time: 33.5107727051, propagate_backward_time: 49.6278076172, weight_update_time: 0.1283708513, other_time: 2.0722808838
epoch time: 7.1330947876s, input_fired_time: 0.1037584841, output_fired_time: 0.0000000000, propagate_forward_time: 6.6558861732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734502792
validation[          , genome  5940] predictions:    9630/  10000 (96.30%), best:    9692/10000 (96.92%), error:      1209.03662, best error:      1005.34357 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.4402999878s, input_fired_time: 0.9221393466, output_fired_time: 0.7484868765, propagate_forward_time: 33.2818145752, propagate_backward_time: 49.4215736389, weight_update_time: 0.1277364343, other_time: 2.0662803650
epoch time: 7.1371092796s, input_fired_time: 0.1037062109, output_fired_time: 0.0000000000, propagate_forward_time: 6.6583580971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750448227
validation[          , genome  5940] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       954.63507, best error:       954.63507 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.8683013916s, input_fired_time: 0.9259458780, output_fired_time: 0.7486883402, propagate_forward_time: 33.4653015137, propagate_backward_time: 49.6541137695, weight_update_time: 0.1286467165, other_time: 2.0742492676
epoch time: 7.2167162895s, input_fired_time: 0.1032376587, output_fired_time: 0.0000000000, propagate_forward_time: 6.7386994362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747792244
validation[          , genome  5940] predictions:    9679/  10000 (96.79%), best:    9719/10000 (97.19%), error:      1061.83899, best error:       954.63507 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.2474365234s, input_fired_time: 0.9316071868, output_fired_time: 0.7487267256, propagate_forward_time: 33.6693038940, propagate_backward_time: 49.8282318115, weight_update_time: 0.1296858191, other_time: 2.0695648193
epoch time: 7.2298221588s, input_fired_time: 0.1044744626, output_fired_time: 0.0000000000, propagate_forward_time: 6.7514715195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738760948
validation[          , genome  5940] predictions:    9718/  10000 (97.18%), best:    9719/10000 (97.19%), error:       990.06854, best error:       954.63507 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.4721603394s, input_fired_time: 0.9352404475, output_fired_time: 0.7493705750, propagate_forward_time: 33.7413177490, propagate_backward_time: 49.9763603210, weight_update_time: 0.1292683035, other_time: 2.0698738098
epoch time: 7.2348022461s, input_fired_time: 0.1047875658, output_fired_time: 0.0000000000, propagate_forward_time: 6.7525606155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774542809
validation[          , genome  5940] predictions:    9695/  10000 (96.95%), best:    9719/10000 (97.19%), error:      1053.29688, best error:       954.63507 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 87.4935150146s, input_fired_time: 0.9341902137, output_fired_time: 0.7476211190, propagate_forward_time: 33.7804374695, propagate_backward_time: 49.9596710205, weight_update_time: 0.1293431818, other_time: 2.0715980530
epoch time: 7.2287931442s, input_fired_time: 0.1041156575, output_fired_time: 0.0000000000, propagate_forward_time: 6.7518773079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728003502
validation[          , genome  5940] predictions:    9717/  10000 (97.17%), best:    9719/10000 (97.19%), error:       974.84875, best error:       954.63507 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.3202743530s, input_fired_time: 0.9341900349, output_fired_time: 0.7501055002, propagate_forward_time: 33.6518974304, propagate_backward_time: 49.9123497009, weight_update_time: 0.1293321848, other_time: 2.0717315674
epoch time: 7.2291574478s, input_fired_time: 0.1049776673, output_fired_time: 0.0000000000, propagate_forward_time: 6.7509407997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732390404
validation[          , genome  5940] predictions:    9693/  10000 (96.93%), best:    9719/10000 (97.19%), error:      1054.06128, best error:       954.63507 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.4779129028s, input_fired_time: 0.9344540238, output_fired_time: 0.7478395104, propagate_forward_time: 33.7426681519, propagate_backward_time: 49.9811134338, weight_update_time: 0.1296494603, other_time: 2.0718345642
epoch time: 7.3109669685s, input_fired_time: 0.1055225655, output_fired_time: 0.0000000000, propagate_forward_time: 6.8314142227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740301132
validation[          , genome  5940] predictions:    9691/  10000 (96.91%), best:    9719/10000 (97.19%), error:      1037.14587, best error:       954.63507 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.1929016113s, input_fired_time: 0.9329345226, output_fired_time: 0.7503142953, propagate_forward_time: 33.5836486816, propagate_backward_time: 49.8360214233, weight_update_time: 0.1287144125, other_time: 2.0899810791
epoch time: 7.1900882721s, input_fired_time: 0.1042997539, output_fired_time: 0.0000000000, propagate_forward_time: 6.7112951279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744935989
validation[          , genome  5940] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:       988.24561, best error:       954.63507 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.1615524292s, input_fired_time: 0.9361366034, output_fired_time: 0.7522274256, propagate_forward_time: 33.5635452271, propagate_backward_time: 49.8408470154, weight_update_time: 0.1292436868, other_time: 2.0687980652
epoch time: 7.2787518501s, input_fired_time: 0.1064914241, output_fired_time: 0.0000000000, propagate_forward_time: 6.7934484482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788118362
validation[          , genome  5940] predictions:    9674/  10000 (96.74%), best:    9719/10000 (97.19%), error:      1061.85425, best error:       954.63507 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.7029266357s, input_fired_time: 0.9343966246, output_fired_time: 0.7477669120, propagate_forward_time: 33.4474830627, propagate_backward_time: 49.5047721863, weight_update_time: 0.1279038042, other_time: 2.0685119629
epoch time: 7.1685538292s, input_fired_time: 0.1041557789, output_fired_time: 0.0000000000, propagate_forward_time: 6.6893019676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750958443
validation[          , genome  5940] predictions:    9688/  10000 (96.88%), best:    9719/10000 (97.19%), error:      1081.17090, best error:       954.63507 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.2677917480s, input_fired_time: 0.9379137158, output_fired_time: 0.7467456460, propagate_forward_time: 33.7318458557, propagate_backward_time: 49.7512817383, weight_update_time: 0.1302011013, other_time: 2.1000099182
epoch time: 7.1132035255s, input_fired_time: 0.1047324538, output_fired_time: 0.0000000000, propagate_forward_time: 6.6346135139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738574982
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:      1050.83948, best error:       954.63507 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.4710693359s, input_fired_time: 0.9311519265, output_fired_time: 0.7427986264, propagate_forward_time: 33.3134880066, propagate_backward_time: 49.4035301208, weight_update_time: 0.1284979731, other_time: 2.0801010132
epoch time: 7.2210507393s, input_fired_time: 0.1056338027, output_fired_time: 0.0000000000, propagate_forward_time: 6.7411770821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742399216
validation[          , genome  5940] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       952.69836, best error:       952.69836 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.6440124512s, input_fired_time: 0.9327675700, output_fired_time: 0.7429863214, propagate_forward_time: 33.4168357849, propagate_backward_time: 49.4795913696, weight_update_time: 0.1282959878, other_time: 2.0718269348
epoch time: 7.1160345078s, input_fired_time: 0.1055096537, output_fired_time: 0.0000000000, propagate_forward_time: 6.6365423203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739824295
validation[          , genome  5940] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:      1043.31775, best error:       952.69836 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.4828338623s, input_fired_time: 0.9300458431, output_fired_time: 0.7443996072, propagate_forward_time: 33.2941474915, propagate_backward_time: 49.4250755310, weight_update_time: 0.1280752420, other_time: 2.0891647339
epoch time: 7.1233577728s, input_fired_time: 0.1056600884, output_fired_time: 0.0000000000, propagate_forward_time: 6.6441769600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735208511
validation[          , genome  5940] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:      1074.14441, best error:       952.69836 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.1520004272s, input_fired_time: 0.9291124940, output_fired_time: 0.7411609292, propagate_forward_time: 33.2088203430, propagate_backward_time: 49.2024765015, weight_update_time: 0.1279123574, other_time: 2.0704307556
epoch time: 7.1095385551s, input_fired_time: 0.1050363630, output_fired_time: 0.0000000000, propagate_forward_time: 6.6305360794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739662170
validation[          , genome  5940] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:       979.56500, best error:       952.69836 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.9204254150s, input_fired_time: 0.9335494637, output_fired_time: 0.7511998415, propagate_forward_time: 33.4338607788, propagate_backward_time: 49.7288894653, weight_update_time: 0.1282052696, other_time: 2.0729293823
epoch time: 7.2058930397s, input_fired_time: 0.1057623848, output_fired_time: 0.0000000000, propagate_forward_time: 6.7218289375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783016205
validation[          , genome  5940] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       959.89642, best error:       952.69836 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.2420883179s, input_fired_time: 0.9361842275, output_fired_time: 0.7523865700, propagate_forward_time: 33.6603088379, propagate_backward_time: 49.8164901733, weight_update_time: 0.1285276264, other_time: 2.0767135620
epoch time: 7.1630048752s, input_fired_time: 0.1078958362, output_fired_time: 0.0000000000, propagate_forward_time: 6.6818003654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733086586
validation[          , genome  5940] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:      1063.22375, best error:       952.69836 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.0152435303s, input_fired_time: 0.9352721572, output_fired_time: 0.7489769459, propagate_forward_time: 33.5884132385, propagate_backward_time: 49.6717109680, weight_update_time: 0.1280855685, other_time: 2.0708694458
epoch time: 7.1296191216s, input_fired_time: 0.1060614437, output_fired_time: 0.0000000000, propagate_forward_time: 6.6510672569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724904060
validation[          , genome  5940] predictions:    9718/  10000 (97.18%), best:    9726/10000 (97.26%), error:       960.72095, best error:       952.69836 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 86.7261276245s, input_fired_time: 0.9342458844, output_fired_time: 0.7489292026, propagate_forward_time: 33.3115692139, propagate_backward_time: 49.6708831787, weight_update_time: 0.1276645660, other_time: 2.0605010986
epoch time: 7.1149959564s, input_fired_time: 0.1069497690, output_fired_time: 0.0000000000, propagate_forward_time: 6.6340045929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740415573
validation[          , genome  5940] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:       979.12402, best error:       952.69836 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.1184768677s, input_fired_time: 0.9332900047, output_fired_time: 0.7409823537, propagate_forward_time: 33.1661987305, propagate_backward_time: 49.2027473450, weight_update_time: 0.1280542910, other_time: 2.0752601624
epoch time: 7.1349916458s, input_fired_time: 0.1062381491, output_fired_time: 0.0000000000, propagate_forward_time: 6.6539735794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747797012
validation[          , genome  5940] predictions:    9693/  10000 (96.93%), best:    9726/10000 (97.26%), error:      1038.33728, best error:       952.69836 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.5870056152s, input_fired_time: 0.9368144274, output_fired_time: 0.7432678938, propagate_forward_time: 33.3724021912, propagate_backward_time: 49.4596138000, weight_update_time: 0.1283612251, other_time: 2.0749053955
epoch time: 7.1762647629s, input_fired_time: 0.1068374589, output_fired_time: 0.0000000000, propagate_forward_time: 6.6954183578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740091324
validation[          , genome  5940] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:      1056.52551, best error:       952.69836 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.1191406250s, input_fired_time: 0.9419345856, output_fired_time: 0.7469076514, propagate_forward_time: 33.5846252441, propagate_backward_time: 49.7699966431, weight_update_time: 0.1296036243, other_time: 2.0756759644
epoch time: 7.2258543968s, input_fired_time: 0.1070539728, output_fired_time: 0.0000000000, propagate_forward_time: 6.7466106415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721899986
validation[          , genome  5940] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       896.09967, best error:       896.09967 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.4569778442s, input_fired_time: 0.9468770027, output_fired_time: 0.7475010753, propagate_forward_time: 33.7719764709, propagate_backward_time: 49.9171180725, weight_update_time: 0.1295972168, other_time: 2.0735092163
epoch time: 7.2289209366s, input_fired_time: 0.1065516844, output_fired_time: 0.0000000000, propagate_forward_time: 6.7486038208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737654686
validation[          , genome  5940] predictions:    9690/  10000 (96.90%), best:    9744/10000 (97.44%), error:      1054.67285, best error:       896.09967 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 87.5105590820s, input_fired_time: 0.9490079880, output_fired_time: 0.7511318326, propagate_forward_time: 33.7302856445, propagate_backward_time: 50.0030593872, weight_update_time: 0.1300169528, other_time: 2.0770797729
epoch time: 7.2366971970s, input_fired_time: 0.1075351983, output_fired_time: 0.0000000000, propagate_forward_time: 6.7538332939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753285408
validation[          , genome  5940] predictions:    9688/  10000 (96.88%), best:    9744/10000 (97.44%), error:      1001.30914, best error:       896.09967 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 87.6178970337s, input_fired_time: 0.9470555186, output_fired_time: 0.7453526258, propagate_forward_time: 33.8833503723, propagate_backward_time: 49.9681243896, weight_update_time: 0.1298553795, other_time: 2.0740165710
epoch time: 7.2331910133s, input_fired_time: 0.1085926965, output_fired_time: 0.0000000000, propagate_forward_time: 6.7504968643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741016388
validation[          , genome  5940] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1095.27527, best error:       896.09967 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.5087585449s, input_fired_time: 0.9514802098, output_fired_time: 0.7527086735, propagate_forward_time: 33.7303390503, propagate_backward_time: 49.9907531738, weight_update_time: 0.1301850230, other_time: 2.0834808350
epoch time: 7.2578458786s, input_fired_time: 0.1085176319, output_fired_time: 0.0000000000, propagate_forward_time: 6.7745304108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747978210
validation[          , genome  5940] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       961.10272, best error:       896.09967 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.4459762573s, input_fired_time: 0.9491479993, output_fired_time: 0.7492060661, propagate_forward_time: 33.7284317017, propagate_backward_time: 49.9446296692, weight_update_time: 0.1297578812, other_time: 2.0745582581
epoch time: 7.2173910141s, input_fired_time: 0.1086986810, output_fired_time: 0.0000000000, propagate_forward_time: 6.7335238457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751683235
validation[          , genome  5940] predictions:    9573/  10000 (95.73%), best:    9744/10000 (97.44%), error:      1444.83777, best error:       896.09967 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.3236846924s, input_fired_time: 0.9483742714, output_fired_time: 0.7484729290, propagate_forward_time: 33.6791496277, propagate_backward_time: 49.8778686523, weight_update_time: 0.1297374219, other_time: 2.0698204041
epoch time: 7.2150044441s, input_fired_time: 0.1065503210, output_fired_time: 0.0000000000, propagate_forward_time: 6.7329745293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754796982
validation[          , genome  5940] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:      1005.06885, best error:       896.09967 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.1249008179s, input_fired_time: 0.9462883472, output_fired_time: 0.7508534193, propagate_forward_time: 33.5435371399, propagate_backward_time: 49.8128471375, weight_update_time: 0.1295735687, other_time: 2.0713729858
epoch time: 7.1272144318s, input_fired_time: 0.1070629209, output_fired_time: 0.0000000000, propagate_forward_time: 6.6461553574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739962578
validation[          , genome  5940] predictions:    9674/  10000 (96.74%), best:    9744/10000 (97.44%), error:      1110.55750, best error:       896.09967 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.4226455688s, input_fired_time: 0.9401361346, output_fired_time: 0.7463494539, propagate_forward_time: 33.2785263062, propagate_backward_time: 49.3837890625, weight_update_time: 0.1280697584, other_time: 2.0738372803
epoch time: 7.1463832855s, input_fired_time: 0.1073198915, output_fired_time: 0.0000000000, propagate_forward_time: 6.6650218964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740415573
validation[          , genome  5940] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       945.03253, best error:       896.09967 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.4928436279s, input_fired_time: 0.9532319903, output_fired_time: 0.7878603935, propagate_forward_time: 33.7496109009, propagate_backward_time: 50.8102684021, weight_update_time: 0.1313528419, other_time: 2.1918754578
epoch time: 7.3311972618s, input_fired_time: 0.1167703122, output_fired_time: 0.0000000000, propagate_forward_time: 6.8306879997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837389946
validation[          , genome  5940] predictions:    9699/  10000 (96.99%), best:    9744/10000 (97.44%), error:      1016.23199, best error:       896.09967 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.5164718628s, input_fired_time: 0.9830109477, output_fired_time: 0.7465260625, propagate_forward_time: 33.7047386169, propagate_backward_time: 50.0015716553, weight_update_time: 0.1288186312, other_time: 2.0806236267
epoch time: 7.1791262627s, input_fired_time: 0.1086062565, output_fired_time: 0.0000000000, propagate_forward_time: 6.6890168190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815031052
validation[          , genome  5940] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       968.75769, best error:       896.09967 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.2995147705s, input_fired_time: 0.9657140374, output_fired_time: 0.7732972503, propagate_forward_time: 33.7886962891, propagate_backward_time: 50.5856475830, weight_update_time: 0.1316529214, other_time: 2.1861572266
epoch time: 7.1272640228s, input_fired_time: 0.1078843698, output_fired_time: 0.0000000000, propagate_forward_time: 6.6463470459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730325699
validation[          , genome  5940] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:      1024.50598, best error:       896.09967 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.3799438477s, input_fired_time: 0.9457666874, output_fired_time: 0.7489829063, propagate_forward_time: 33.2222290039, propagate_backward_time: 49.3872985840, weight_update_time: 0.1281889379, other_time: 2.0756607056
epoch time: 7.1293148994s, input_fired_time: 0.1079784259, output_fired_time: 0.0000000000, propagate_forward_time: 6.6467208862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746156693
validation[          , genome  5940] predictions:    9669/  10000 (96.69%), best:    9744/10000 (97.44%), error:      1151.79602, best error:       896.09967 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.5218200684s, input_fired_time: 0.9503301978, output_fired_time: 0.7491185069, propagate_forward_time: 33.2712554932, propagate_backward_time: 49.4830703735, weight_update_time: 0.1279785782, other_time: 2.0680465698
epoch time: 7.1748061180s, input_fired_time: 0.1075422764, output_fired_time: 0.0000000000, propagate_forward_time: 6.6931209564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741426468
validation[          , genome  5940] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1083.78467, best error:       896.09967 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.0984649658s, input_fired_time: 0.9473384619, output_fired_time: 0.7482544780, propagate_forward_time: 33.5562744141, propagate_backward_time: 49.7796363831, weight_update_time: 0.1290444136, other_time: 2.0669593811
epoch time: 7.1530566216s, input_fired_time: 0.1083224937, output_fired_time: 0.0000000000, propagate_forward_time: 6.6711926460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735413551
validation[          , genome  5940] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       960.94055, best error:       896.09967 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.7659378052s, input_fired_time: 0.9458855391, output_fired_time: 0.7482811809, propagate_forward_time: 33.4562950134, propagate_backward_time: 49.5492095947, weight_update_time: 0.1281487197, other_time: 2.0662651062
epoch time: 7.1641674042s, input_fired_time: 0.1088154614, output_fired_time: 0.0000000000, propagate_forward_time: 6.6825680733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727836609
validation[          , genome  5940] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:       992.88049, best error:       896.09967 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.6205902100s, input_fired_time: 0.9465631247, output_fired_time: 0.7425308824, propagate_forward_time: 33.4438591003, propagate_backward_time: 49.4253005981, weight_update_time: 0.1276441664, other_time: 2.0623359680
epoch time: 7.1645989418s, input_fired_time: 0.1095379144, output_fired_time: 0.0000000000, propagate_forward_time: 6.6826658249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723950386
validation[          , genome  5940] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1059.41638, best error:       896.09967 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.6317596436s, input_fired_time: 0.9471322894, output_fired_time: 0.7432194352, propagate_forward_time: 33.4428977966, propagate_backward_time: 49.4321594238, weight_update_time: 0.1279319227, other_time: 2.0663490295
epoch time: 7.1686987877s, input_fired_time: 0.1096664369, output_fired_time: 0.0000000000, propagate_forward_time: 6.6842970848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747353554
validation[          , genome  5940] predictions:    9696/  10000 (96.96%), best:    9744/10000 (97.44%), error:      1020.33929, best error:       896.09967 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.1525497437s, input_fired_time: 0.9564768076, output_fired_time: 0.7484987378, propagate_forward_time: 33.6164398193, propagate_backward_time: 49.7551155090, weight_update_time: 0.1296053678, other_time: 2.0760231018
epoch time: 7.2525687218s, input_fired_time: 0.1084118560, output_fired_time: 0.0000000000, propagate_forward_time: 6.7677831650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763737679
validation[          , genome  5940] predictions:    9663/  10000 (96.63%), best:    9744/10000 (97.44%), error:      1130.61926, best error:       896.09967 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.4472885132s, input_fired_time: 0.9550969005, output_fired_time: 0.7485074997, propagate_forward_time: 33.7549667358, propagate_backward_time: 49.9189224243, weight_update_time: 0.1293162853, other_time: 2.0698013306
epoch time: 7.2198948860s, input_fired_time: 0.1091300845, output_fired_time: 0.0000000000, propagate_forward_time: 6.7355861664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751788139
validation[          , genome  5940] predictions:    9622/  10000 (96.22%), best:    9744/10000 (97.44%), error:      1260.32349, best error:       896.09967 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.3651275635s, input_fired_time: 0.9601362348, output_fired_time: 0.7504425645, propagate_forward_time: 33.6916885376, propagate_backward_time: 49.8873329163, weight_update_time: 0.1295222938, other_time: 2.0755271912
epoch time: 7.2159194946s, input_fired_time: 0.1098997369, output_fired_time: 0.0000000000, propagate_forward_time: 6.7330775261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729424477
validation[          , genome  5940] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:      1003.35535, best error:       896.09967 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.3300552368s, input_fired_time: 0.9572210312, output_fired_time: 0.7477555275, propagate_forward_time: 33.6786689758, propagate_backward_time: 49.8727645874, weight_update_time: 0.1297788471, other_time: 2.0736427307
epoch time: 7.2156052589s, input_fired_time: 0.1096431166, output_fired_time: 0.0000000000, propagate_forward_time: 6.7320590019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739032745
validation[          , genome  5940] predictions:    9663/  10000 (96.63%), best:    9744/10000 (97.44%), error:      1179.74817, best error:       896.09967 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.6303482056s, input_fired_time: 0.9808945060, output_fired_time: 0.7861027718, propagate_forward_time: 33.8116950989, propagate_backward_time: 50.8236846924, weight_update_time: 0.1335097104, other_time: 2.2279701233
epoch time: 7.3049778938s, input_fired_time: 0.1123119667, output_fired_time: 0.0000000000, propagate_forward_time: 6.7509427071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417233467
validation[          , genome  5940] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1050.16077, best error:       896.09967 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.8092880249s, input_fired_time: 0.9696298838, output_fired_time: 0.7828081846, propagate_forward_time: 33.8568382263, propagate_backward_time: 50.9684104919, weight_update_time: 0.1325436980, other_time: 2.2316055298
epoch time: 7.2196712494s, input_fired_time: 0.1099659428, output_fired_time: 0.0000000000, propagate_forward_time: 6.7360363007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736691475
validation[          , genome  5940] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       985.20636, best error:       896.09967 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.8784103394s, input_fired_time: 0.9766103625, output_fired_time: 0.7827496529, propagate_forward_time: 33.8304595947, propagate_backward_time: 51.0269508362, weight_update_time: 0.1331923604, other_time: 2.2616386414
epoch time: 7.2941570282s, input_fired_time: 0.1106643677, output_fired_time: 0.0000000000, propagate_forward_time: 6.7429814339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405112267
validation[          , genome  5940] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:      1026.48474, best error:       896.09967 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.7082290649s, input_fired_time: 0.9915053844, output_fired_time: 0.8300181627, propagate_forward_time: 33.7783432007, propagate_backward_time: 51.7037124634, weight_update_time: 0.1379523724, other_time: 2.4046478271
epoch time: 7.3110680580s, input_fired_time: 0.1108583957, output_fired_time: 0.0000000000, propagate_forward_time: 6.7646875381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355220795
validation[          , genome  5940] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       925.03040, best error:       896.09967 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 87.2488555908s, input_fired_time: 0.9587526917, output_fired_time: 0.7506116629, propagate_forward_time: 33.6490440369, propagate_backward_time: 49.8200111389, weight_update_time: 0.1302579045, other_time: 2.0704345703
epoch time: 7.2105841637s, input_fired_time: 0.1095417738, output_fired_time: 0.0000000000, propagate_forward_time: 6.7259006500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751416206
validation[          , genome  5940] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       934.55414, best error:       896.09967 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.3843307495s, input_fired_time: 0.9631792903, output_fired_time: 0.7527448535, propagate_forward_time: 33.6409683228, propagate_backward_time: 49.9519653320, weight_update_time: 0.1299560517, other_time: 2.0754699707
epoch time: 7.3095569611s, input_fired_time: 0.1102456227, output_fired_time: 0.0000000000, propagate_forward_time: 6.8235883713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757228851
validation[          , genome  5940] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       968.17432, best error:       896.09967 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.9209365845s, input_fired_time: 0.9567461014, output_fired_time: 0.7446970940, propagate_forward_time: 33.4924240112, propagate_backward_time: 49.6561851501, weight_update_time: 0.1291014552, other_time: 2.0708808899
epoch time: 7.1820144653s, input_fired_time: 0.1103648096, output_fired_time: 0.0000000000, propagate_forward_time: 6.6952433586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764061928
validation[          , genome  5940] predictions:    9688/  10000 (96.88%), best:    9744/10000 (97.44%), error:      1064.83997, best error:       896.09967 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.4140472412s, input_fired_time: 0.9624836445, output_fired_time: 0.7497778535, propagate_forward_time: 33.6794624329, propagate_backward_time: 49.9423789978, weight_update_time: 0.1298002899, other_time: 2.0799407959
epoch time: 7.2216281891s, input_fired_time: 0.1103375554, output_fired_time: 0.0000000000, propagate_forward_time: 6.7376594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736310005
validation[          , genome  5940] predictions:    9661/  10000 (96.61%), best:    9744/10000 (97.44%), error:      1113.68970, best error:       896.09967 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.9921035767s, input_fired_time: 0.9572318196, output_fired_time: 0.7491078973, propagate_forward_time: 33.4107933044, propagate_backward_time: 49.7942504883, weight_update_time: 0.1291145682, other_time: 2.0807228088
epoch time: 7.2813911438s, input_fired_time: 0.1109527349, output_fired_time: 0.0000000000, propagate_forward_time: 6.7971262932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733119965
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:      1056.94556, best error:       896.09967 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.3888168335s, input_fired_time: 0.9628201127, output_fired_time: 0.7488113642, propagate_forward_time: 33.6675148010, propagate_backward_time: 49.9307975769, weight_update_time: 0.1298450083, other_time: 2.0788726807
epoch time: 7.2017254829s, input_fired_time: 0.1100503355, output_fired_time: 0.0000000000, propagate_forward_time: 6.7185444832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731307983
validation[          , genome  5940] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:      1051.77844, best error:       896.09967 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.3818969727s, input_fired_time: 0.9599810243, output_fired_time: 0.7468731999, propagate_forward_time: 33.6537399292, propagate_backward_time: 49.9429168701, weight_update_time: 0.1291876584, other_time: 2.0783843994
epoch time: 7.4103512764s, input_fired_time: 0.1233042553, output_fired_time: 0.0000000000, propagate_forward_time: 6.9026913643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843555450
validation[          , genome  5940] predictions:    9601/  10000 (96.01%), best:    9744/10000 (97.44%), error:      1292.59082, best error:       896.09967 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 87.6728668213s, input_fired_time: 0.9609133005, output_fired_time: 0.7474393249, propagate_forward_time: 33.8892936707, propagate_backward_time: 50.0019493103, weight_update_time: 0.1285184324, other_time: 2.0732727051
epoch time: 7.2369308472s, input_fired_time: 0.1098725200, output_fired_time: 0.0000000000, propagate_forward_time: 6.7514171600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756413460
validation[          , genome  5940] predictions:    9686/  10000 (96.86%), best:    9744/10000 (97.44%), error:      1040.08533, best error:       896.09967 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 87.9544525146s, input_fired_time: 0.9841011167, output_fired_time: 0.7474442124, propagate_forward_time: 33.9097747803, propagate_backward_time: 50.2380256653, weight_update_time: 0.1293954402, other_time: 2.0751075745
epoch time: 7.3797402382s, input_fired_time: 0.1101222411, output_fired_time: 0.0000000000, propagate_forward_time: 6.8763437271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932743073
validation[          , genome  5940] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:      1067.87976, best error:       896.09967 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 87.5428695679s, input_fired_time: 0.9634604454, output_fired_time: 0.7516902685, propagate_forward_time: 33.7819519043, propagate_backward_time: 49.9558334351, weight_update_time: 0.1291131526, other_time: 2.0899276733
epoch time: 7.1515092850s, input_fired_time: 0.1098968908, output_fired_time: 0.0000000000, propagate_forward_time: 6.6680169106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735957146
validation[          , genome  5940] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1082.93054, best error:       896.09967 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.6185150146s, input_fired_time: 0.9569224715, output_fired_time: 0.7462612391, propagate_forward_time: 33.3553886414, propagate_backward_time: 49.4846801758, weight_update_time: 0.1288414598, other_time: 2.0752601624
epoch time: 7.1666808128s, input_fired_time: 0.1112328246, output_fired_time: 0.0000000000, propagate_forward_time: 6.6820349693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734130859
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:      1048.76917, best error:       896.09967 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.0927963257s, input_fired_time: 0.9618498087, output_fired_time: 0.7483944297, propagate_forward_time: 33.4426078796, propagate_backward_time: 49.8640861511, weight_update_time: 0.1289320141, other_time: 2.0758514404
epoch time: 7.2359199524s, input_fired_time: 0.1110411882, output_fired_time: 0.0000000000, propagate_forward_time: 6.7521281242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727507591
validation[          , genome  5940] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:       978.39319, best error:       896.09967 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.0459518433s, input_fired_time: 0.9839845300, output_fired_time: 0.7935415506, propagate_forward_time: 33.8732070923, propagate_backward_time: 51.1363410950, weight_update_time: 0.1349115670, other_time: 2.2588768005
epoch time: 7.3849530220s, input_fired_time: 0.1119450405, output_fired_time: 0.0000000000, propagate_forward_time: 6.8340373039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389705658
validation[          , genome  5940] predictions:    9667/  10000 (96.67%), best:    9744/10000 (97.44%), error:      1138.31042, best error:       896.09967 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.4253616333s, input_fired_time: 0.9874162674, output_fired_time: 0.7973986864, propagate_forward_time: 33.9798202515, propagate_backward_time: 51.3973159790, weight_update_time: 0.1354773045, other_time: 2.2634048462
epoch time: 7.2347755432s, input_fired_time: 0.1097277328, output_fired_time: 0.0000000000, propagate_forward_time: 6.7503666878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746809959
validation[          , genome  5940] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:      1080.09082, best error:       896.09967 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.5730514526s, input_fired_time: 0.9665183425, output_fired_time: 0.7527016401, propagate_forward_time: 33.7215957642, propagate_backward_time: 50.0623550415, weight_update_time: 0.1298512667, other_time: 2.0698852539
epoch time: 7.2733869553s, input_fired_time: 0.1124899760, output_fired_time: 0.0000000000, propagate_forward_time: 6.7459912300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149055481
validation[          , genome  5940] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:      1011.08789, best error:       896.09967 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.4520339966s, input_fired_time: 0.9829058051, output_fired_time: 0.7860301733, propagate_forward_time: 33.7295646667, propagate_backward_time: 50.7324981689, weight_update_time: 0.1335643679, other_time: 2.2210350037
epoch time: 7.2106008530s, input_fired_time: 0.1103701442, output_fired_time: 0.0000000000, propagate_forward_time: 6.7268528938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733778000
validation[          , genome  5940] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:      1023.23755, best error:       896.09967 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 87.2784652710s, input_fired_time: 0.9654185176, output_fired_time: 0.7479847670, propagate_forward_time: 33.6439056396, propagate_backward_time: 49.8524780273, weight_update_time: 0.1291401088, other_time: 2.0686798096
epoch time: 7.2365131378s, input_fired_time: 0.1114950329, output_fired_time: 0.0000000000, propagate_forward_time: 6.7482833862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767347336
validation[          , genome  5940] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:      1044.31726, best error:       896.09967 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 87.4313583374s, input_fired_time: 0.9647520185, output_fired_time: 0.7480373979, propagate_forward_time: 33.7435150146, propagate_backward_time: 49.8698692322, weight_update_time: 0.1299828142, other_time: 2.1051826477
epoch time: 7.2022309303s, input_fired_time: 0.1098284796, output_fired_time: 0.0000000000, propagate_forward_time: 6.7185311317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738713264
validation[          , genome  5940] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1016.95294, best error:       896.09967 on epoch:    57, 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: 36.0385475159s, input_fired_time: 0.5382769108, output_fired_time: 0.0000000000, propagate_forward_time: 33.5927276611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9075431824
best training[          , genome  5940] predictions:   49439/  50000 (98.88%), best:    9744/10000 (97.44%), error:      2199.41992, best error:       896.09967 on epoch:    57, 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: 7.1956987381s, input_fired_time: 0.1057147384, output_fired_time: 0.0000000000, propagate_forward_time: 6.7166204453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733634949
   testing[          , genome  5940] predictions:    9777/  10000 (97.77%), best:    9744/10000 (97.44%), error:       776.87140, best error:       896.09967 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:14:01 (21785): called boinc_finish(0)

</stderr_txt>
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