Nameexact_genome_1512568488_43_7112_1
Workunit2606858
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:26 UTC
Report deadline16 Dec 2017, 19:02:47 UTC
Received8 Dec 2017, 13:51:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 29 min 29 sec
CPU time3 hours 29 min 25 sec
Validate stateValid
Credit2,197.81
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.50 MB
Peak swap size152.31 MB
Peak disk usage1.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 1.0679013729, output_fired_time: 0.7411581874, propagate_forward_time: 50.4117279053, propagate_backward_time: 71.3306884766, weight_update_time: 0.1184568480, other_time: 2.3893737793
epoch time: 11.0248174667s, input_fired_time: 0.1245078146, output_fired_time: 0.0000000000, propagate_forward_time: 10.4752798080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250297546
validation[          , genome  7112] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       942.80676, best error:       877.26941 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 114.8338623047s, input_fired_time: 1.0445815325, output_fired_time: 0.6943079829, propagate_forward_time: 46.1047592163, propagate_backward_time: 64.6343765259, weight_update_time: 0.1152026504, other_time: 2.3558425903
epoch time: 8.5998678207s, input_fired_time: 0.1078695357, output_fired_time: 0.0000000000, propagate_forward_time: 8.1265134811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654851913
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       840.78418, best error:       840.78418 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.6218261719s, input_fired_time: 1.0429384708, output_fired_time: 0.6866112947, propagate_forward_time: 46.1135025024, propagate_backward_time: 64.4500885010, weight_update_time: 0.1140585691, other_time: 2.3286819458
epoch time: 9.0332212448s, input_fired_time: 0.1087231711, output_fired_time: 0.0000000000, propagate_forward_time: 8.5499820709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745155334
validation[          , genome  7112] predictions:    9679/  10000 (96.79%), best:    9746/10000 (97.46%), error:      1059.03540, best error:       840.78418 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.0389099121s, input_fired_time: 1.0461680889, output_fired_time: 0.6971091032, propagate_forward_time: 46.6160736084, propagate_backward_time: 65.3422393799, weight_update_time: 0.1145820096, other_time: 2.3373260498
epoch time: 8.7627792358s, input_fired_time: 0.1138519421, output_fired_time: 0.0000000000, propagate_forward_time: 8.2586336136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902940750
validation[          , genome  7112] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       949.15363, best error:       840.78418 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.1170120239s, input_fired_time: 1.0440704823, output_fired_time: 0.6920001507, propagate_forward_time: 47.3838844299, propagate_backward_time: 65.6725769043, weight_update_time: 0.1134066507, other_time: 2.3244781494
epoch time: 9.7853689194s, input_fired_time: 0.1132171974, output_fired_time: 0.0000000000, propagate_forward_time: 9.2755193710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966321945
validation[          , genome  7112] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       802.03088, best error:       802.03088 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.0284423828s, input_fired_time: 1.0690591335, output_fired_time: 0.7258233428, propagate_forward_time: 50.2104187012, propagate_backward_time: 70.5475845337, weight_update_time: 0.1197464839, other_time: 2.4755554199
epoch time: 9.6308975220s, input_fired_time: 0.1126453727, output_fired_time: 0.0000000000, propagate_forward_time: 9.1303291321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879232407
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9749/10000 (97.49%), error:       868.30554, best error:       802.03088 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.4204940796s, input_fired_time: 1.0188654661, output_fired_time: 0.6931802034, propagate_forward_time: 46.4136924744, propagate_backward_time: 66.0463256836, weight_update_time: 0.1098887175, other_time: 2.2484283447
epoch time: 9.5104885101s, input_fired_time: 0.1093197241, output_fired_time: 0.0000000000, propagate_forward_time: 9.0264778137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746910095
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:       907.66296, best error:       802.03088 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 116.0212783813s, input_fired_time: 1.0225964785, output_fired_time: 0.6765634418, propagate_forward_time: 47.1488189697, propagate_backward_time: 64.9886093140, weight_update_time: 0.1088720411, other_time: 2.1846847534
epoch time: 8.6325826645s, input_fired_time: 0.1105439141, output_fired_time: 0.0000000000, propagate_forward_time: 8.1537809372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682575226
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9749/10000 (97.49%), error:       829.57318, best error:       802.03088 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.0111846924s, input_fired_time: 1.0485602617, output_fired_time: 0.7215524316, propagate_forward_time: 49.2781028748, propagate_backward_time: 68.7441406250, weight_update_time: 0.1116970330, other_time: 2.2188262939
epoch time: 9.2935886383s, input_fired_time: 0.1074123904, output_fired_time: 0.0000000000, propagate_forward_time: 8.8233509064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628253937
validation[          , genome  7112] predictions:    9669/  10000 (96.69%), best:    9749/10000 (97.49%), error:      1073.37964, best error:       802.03088 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.5881118774s, input_fired_time: 1.0053650141, output_fired_time: 0.6706899405, propagate_forward_time: 45.9027214050, propagate_backward_time: 62.9091835022, weight_update_time: 0.1051359698, other_time: 2.1001548767
epoch time: 11.6734724045s, input_fired_time: 0.1275683045, output_fired_time: 0.0000000000, propagate_forward_time: 11.1110477448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348564148
validation[          , genome  7112] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       828.00739, best error:       802.03088 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.6135940552s, input_fired_time: 1.0204449892, output_fired_time: 0.6550554037, propagate_forward_time: 43.8727836609, propagate_backward_time: 61.8286972046, weight_update_time: 0.1092186496, other_time: 2.2366104126
epoch time: 8.6708841324s, input_fired_time: 0.1076413915, output_fired_time: 0.0000000000, propagate_forward_time: 8.2015447617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616981506
validation[          , genome  7112] predictions:    9726/  10000 (97.26%), best:    9749/10000 (97.49%), error:       918.83112, best error:       802.03088 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.5231781006s, input_fired_time: 1.1136717796, output_fired_time: 0.7598696351, propagate_forward_time: 53.0845603943, propagate_backward_time: 74.1637878418, weight_update_time: 0.1222751066, other_time: 2.4012756348
epoch time: 9.1144695282s, input_fired_time: 0.1071879268, output_fired_time: 0.0000000000, propagate_forward_time: 8.6478242874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594570160
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9749/10000 (97.49%), error:       835.27576, best error:       802.03088 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.1304016113s, input_fired_time: 1.0083806515, output_fired_time: 0.6527784467, propagate_forward_time: 43.8871765137, propagate_backward_time: 61.4451599121, weight_update_time: 0.1066098288, other_time: 2.1369094849
epoch time: 9.0781621933s, input_fired_time: 0.1137990057, output_fired_time: 0.0000000000, propagate_forward_time: 8.5805988312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837642670
validation[          , genome  7112] predictions:    9721/  10000 (97.21%), best:    9749/10000 (97.49%), error:       910.29449, best error:       802.03088 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.8361434937s, input_fired_time: 1.0113475323, output_fired_time: 0.6524311900, propagate_forward_time: 43.3072700500, propagate_backward_time: 60.6737060547, weight_update_time: 0.1058942750, other_time: 2.1913948059
epoch time: 10.9281301498s, input_fired_time: 0.1242573038, output_fired_time: 0.0000000000, propagate_forward_time: 10.3821945190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216785431
validation[          , genome  7112] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       910.31506, best error:       802.03088 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.1416015625s, input_fired_time: 1.0501805544, output_fired_time: 0.7191233039, propagate_forward_time: 48.7774047852, propagate_backward_time: 69.3187637329, weight_update_time: 0.1115615740, other_time: 2.2761306763
epoch time: 9.8570184708s, input_fired_time: 0.1132138669, output_fired_time: 0.0000000000, propagate_forward_time: 9.3597068787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840980530
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9749/10000 (97.49%), error:       810.80524, best error:       802.03088 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.8525085449s, input_fired_time: 1.0633784533, output_fired_time: 0.7226273417, propagate_forward_time: 49.6635932922, propagate_backward_time: 69.1215057373, weight_update_time: 0.1127027720, other_time: 2.2814025879
epoch time: 10.6589651108s, input_fired_time: 0.1296150386, output_fired_time: 0.0000000000, propagate_forward_time: 10.1179122925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114379883
validation[          , genome  7112] predictions:    9753/  10000 (97.53%), best:    9749/10000 (97.49%), error:       834.17456, best error:       802.03088 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.2309646606s, input_fired_time: 1.0373637676, output_fired_time: 0.7110177875, propagate_forward_time: 47.7585220337, propagate_backward_time: 67.5201492310, weight_update_time: 0.1088609993, other_time: 2.2039108276
epoch time: 9.5129737854s, input_fired_time: 0.1094294265, output_fired_time: 0.0000000000, propagate_forward_time: 9.0335578918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699865341
validation[          , genome  7112] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       866.73346, best error:       802.03088 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.9533920288s, input_fired_time: 1.0524679422, output_fired_time: 0.6911178827, propagate_forward_time: 46.9133911133, propagate_backward_time: 65.0489044189, weight_update_time: 0.1115279719, other_time: 2.2475128174
epoch time: 10.2142791748s, input_fired_time: 0.1224583164, output_fired_time: 0.0000000000, propagate_forward_time: 9.6829500198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088706970
validation[          , genome  7112] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       836.88647, best error:       802.03088 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.7202911377s, input_fired_time: 1.0732316971, output_fired_time: 0.7099537253, propagate_forward_time: 48.5162315369, propagate_backward_time: 68.1024780273, weight_update_time: 0.1159436926, other_time: 2.3183898926
epoch time: 11.5097417831s, input_fired_time: 0.1322533041, output_fired_time: 0.0000000000, propagate_forward_time: 10.9380445480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394435883
validation[          , genome  7112] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       879.72980, best error:       802.03088 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 124.9520111084s, input_fired_time: 1.0936309099, output_fired_time: 0.7296691537, propagate_forward_time: 50.3565139771, propagate_backward_time: 70.4018096924, weight_update_time: 0.1180785969, other_time: 2.3703918457
epoch time: 8.7811536789s, input_fired_time: 0.1100965738, output_fired_time: 0.0000000000, propagate_forward_time: 8.3067359924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643207550
validation[          , genome  7112] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       713.60101, best error:       713.60101 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.5295639038s, input_fired_time: 1.0595690012, output_fired_time: 0.6898806095, propagate_forward_time: 46.9572372437, propagate_backward_time: 65.5312500000, weight_update_time: 0.1134917140, other_time: 2.2916259766
epoch time: 11.7651348114s, input_fired_time: 0.1286662817, output_fired_time: 0.0000000000, propagate_forward_time: 11.1993618011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371070862
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       882.69104, best error:       713.60101 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 112.7567291260s, input_fired_time: 1.0363665819, output_fired_time: 0.6723129749, propagate_forward_time: 45.3741378784, propagate_backward_time: 63.4504394531, weight_update_time: 0.1094801202, other_time: 2.2234725952
epoch time: 9.4972171783s, input_fired_time: 0.1102669239, output_fired_time: 0.0000000000, propagate_forward_time: 9.0129299164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740205765
validation[          , genome  7112] predictions:    9683/  10000 (96.83%), best:    9787/10000 (97.87%), error:      1019.39099, best error:       713.60101 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.9208145142s, input_fired_time: 1.0514461994, output_fired_time: 0.7060142159, propagate_forward_time: 48.0501136780, propagate_backward_time: 67.8779449463, weight_update_time: 0.1123473868, other_time: 2.2352905273
epoch time: 8.5877065659s, input_fired_time: 0.1089284644, output_fired_time: 0.0000000000, propagate_forward_time: 8.1209182739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578596115
validation[          , genome  7112] predictions:    9713/  10000 (97.13%), best:    9787/10000 (97.87%), error:       936.67090, best error:       713.60101 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.7647857666s, input_fired_time: 1.0441088676, output_fired_time: 0.6921938658, propagate_forward_time: 46.3749923706, propagate_backward_time: 65.4329528809, weight_update_time: 0.1114501059, other_time: 2.2205429077
epoch time: 8.9273824692s, input_fired_time: 0.1136222705, output_fired_time: 0.0000000000, propagate_forward_time: 8.4410419464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727178574
validation[          , genome  7112] predictions:    9775/  10000 (97.75%), best:    9787/10000 (97.87%), error:       761.46399, best error:       713.60101 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.0864715576s, input_fired_time: 1.0859749317, output_fired_time: 0.7073889375, propagate_forward_time: 48.4565963745, propagate_backward_time: 67.4472351074, weight_update_time: 0.1168880761, other_time: 2.3892745972
epoch time: 8.5931529999s, input_fired_time: 0.1085389480, output_fired_time: 0.0000000000, propagate_forward_time: 8.1178789139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667354584
validation[          , genome  7112] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       689.92517, best error:       689.92517 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.7282028198s, input_fired_time: 1.0201425552, output_fired_time: 0.6482042074, propagate_forward_time: 42.8931884766, propagate_backward_time: 59.9580230713, weight_update_time: 0.1062591374, other_time: 2.2086486816
epoch time: 9.4405546188s, input_fired_time: 0.1174461544, output_fired_time: 0.0000000000, propagate_forward_time: 8.9403142929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827943802
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9793/10000 (97.93%), error:       867.70447, best error:       689.92517 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 117.0640716553s, input_fired_time: 1.0665671825, output_fired_time: 0.6912721992, propagate_forward_time: 46.9160957336, propagate_backward_time: 66.0480270386, weight_update_time: 0.1136897132, other_time: 2.3421096802
epoch time: 9.9699468613s, input_fired_time: 0.1200451106, output_fired_time: 0.0000000000, propagate_forward_time: 9.4538869858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960151672
validation[          , genome  7112] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       837.74695, best error:       689.92517 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 112.6544342041s, input_fired_time: 1.0434468985, output_fired_time: 0.6724960208, propagate_forward_time: 45.3255958557, propagate_backward_time: 63.3506355286, weight_update_time: 0.1104945838, other_time: 2.2622642517
epoch time: 11.0385408401s, input_fired_time: 0.1300142407, output_fired_time: 0.0000000000, propagate_forward_time: 10.4806642532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278621674
validation[          , genome  7112] predictions:    9766/  10000 (97.66%), best:    9793/10000 (97.93%), error:       768.62561, best error:       689.92517 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.7827682495s, input_fired_time: 1.0132646561, output_fired_time: 0.6466587782, propagate_forward_time: 42.5074195862, propagate_backward_time: 60.4317016602, weight_update_time: 0.1057278514, other_time: 2.1837196350
epoch time: 8.6103515625s, input_fired_time: 0.1096134409, output_fired_time: 0.0000000000, propagate_forward_time: 8.1363716125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643665314
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9793/10000 (97.93%), error:       801.19470, best error:       689.92517 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.6892395020s, input_fired_time: 1.0517354012, output_fired_time: 0.6889517903, propagate_forward_time: 46.2325935364, propagate_backward_time: 65.4193420410, weight_update_time: 0.1139494255, other_time: 2.2966156006
epoch time: 8.7330913544s, input_fired_time: 0.1090609729, output_fired_time: 0.0000000000, propagate_forward_time: 8.2588281631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652019501
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       821.04883, best error:       689.92517 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 105.8402786255s, input_fired_time: 1.0013962984, output_fired_time: 0.6351784468, propagate_forward_time: 42.5722770691, propagate_backward_time: 59.4561271667, weight_update_time: 0.1065566018, other_time: 2.1753005981
epoch time: 11.2390699387s, input_fired_time: 0.1251515746, output_fired_time: 0.0000000000, propagate_forward_time: 10.6910037994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229145050
validation[          , genome  7112] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       717.60834, best error:       689.92517 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.5847320557s, input_fired_time: 1.0635417700, output_fired_time: 0.7240281701, propagate_forward_time: 49.9556274414, propagate_backward_time: 70.5627288818, weight_update_time: 0.1159604937, other_time: 2.2788009644
epoch time: 8.7863750458s, input_fired_time: 0.1097738743, output_fired_time: 0.0000000000, propagate_forward_time: 8.3113059998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652954102
validation[          , genome  7112] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       754.39960, best error:       689.92517 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 108.4683456421s, input_fired_time: 1.0119857788, output_fired_time: 0.6541617513, propagate_forward_time: 43.1532783508, propagate_backward_time: 61.4228668213, weight_update_time: 0.1088255569, other_time: 2.2260551453
epoch time: 9.7819395065s, input_fired_time: 0.1129506826, output_fired_time: 0.0000000000, propagate_forward_time: 9.2870960236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818931580
validation[          , genome  7112] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       718.30963, best error:       689.92517 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.8590698242s, input_fired_time: 1.0943824053, output_fired_time: 0.7214109302, propagate_forward_time: 49.9147682190, propagate_backward_time: 69.7681503296, weight_update_time: 0.1187322587, other_time: 2.3603591919
epoch time: 11.2080736160s, input_fired_time: 0.1244397759, output_fired_time: 0.0000000000, propagate_forward_time: 10.6638393402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197940826
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       791.92450, best error:       689.92517 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.0488128662s, input_fired_time: 1.0608677864, output_fired_time: 0.6884136200, propagate_forward_time: 46.5028991699, propagate_backward_time: 65.5019760132, weight_update_time: 0.1128316522, other_time: 2.2946548462
epoch time: 8.6276035309s, input_fired_time: 0.1090339646, output_fired_time: 0.0000000000, propagate_forward_time: 8.1590385437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595314026
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9793/10000 (97.93%), error:       822.26904, best error:       689.92517 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.5003585815s, input_fired_time: 1.0295771360, output_fired_time: 0.6495490074, propagate_forward_time: 43.1586570740, propagate_backward_time: 60.4167251587, weight_update_time: 0.1068369746, other_time: 2.2458457947
epoch time: 9.8331823349s, input_fired_time: 0.1192532480, output_fired_time: 0.0000000000, propagate_forward_time: 9.3177938461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961353302
validation[          , genome  7112] predictions:    9790/  10000 (97.90%), best:    9793/10000 (97.93%), error:       742.86920, best error:       689.92517 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 110.1000595093s, input_fired_time: 1.0444273949, output_fired_time: 0.6644094586, propagate_forward_time: 44.2920417786, propagate_backward_time: 61.8120040894, weight_update_time: 0.1098191068, other_time: 2.2871780396
epoch time: 9.0709962845s, input_fired_time: 0.1151642874, output_fired_time: 0.0000000000, propagate_forward_time: 8.5782842636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775472641
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9793/10000 (97.93%), error:       955.09338, best error:       689.92517 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.9892883301s, input_fired_time: 1.0371583700, output_fired_time: 0.6508699656, propagate_forward_time: 43.3299598694, propagate_backward_time: 60.7423400879, weight_update_time: 0.1073411182, other_time: 2.2289619446
epoch time: 8.6030178070s, input_fired_time: 0.1098927408, output_fired_time: 0.0000000000, propagate_forward_time: 8.1369428635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561820984
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9793/10000 (97.93%), error:       870.04297, best error:       689.92517 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.5915756226s, input_fired_time: 1.0300309658, output_fired_time: 0.6517732739, propagate_forward_time: 42.8588943481, propagate_backward_time: 59.8667869568, weight_update_time: 0.1051122993, other_time: 2.1840934753
epoch time: 8.6177825928s, input_fired_time: 0.1126885638, output_fired_time: 0.0000000000, propagate_forward_time: 8.1361799240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689136505
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       721.76050, best error:       689.92517 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 108.1426696777s, input_fired_time: 1.0379399061, output_fired_time: 0.6552920938, propagate_forward_time: 43.3285636902, propagate_backward_time: 60.9239349365, weight_update_time: 0.1077892706, other_time: 2.1969413757
epoch time: 9.2892847061s, input_fired_time: 0.1199789494, output_fired_time: 0.0000000000, propagate_forward_time: 8.7811470032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881587982
validation[          , genome  7112] predictions:    9752/  10000 (97.52%), best:    9793/10000 (97.93%), error:       874.14966, best error:       689.92517 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.5265960693s, input_fired_time: 1.0948326588, output_fired_time: 0.7146342993, propagate_forward_time: 48.8831825256, propagate_backward_time: 68.4919204712, weight_update_time: 0.1171700433, other_time: 2.3420181274
epoch time: 11.5752944946s, input_fired_time: 0.1339847893, output_fired_time: 0.0000000000, propagate_forward_time: 11.0011491776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401607513
validation[          , genome  7112] predictions:    9714/  10000 (97.14%), best:    9793/10000 (97.93%), error:       926.20959, best error:       689.92517 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.0837478638s, input_fired_time: 1.0262941122, output_fired_time: 0.6605020761, propagate_forward_time: 43.8781051636, propagate_backward_time: 62.2928848267, weight_update_time: 0.1083808839, other_time: 2.2259674072
epoch time: 12.2679300308s, input_fired_time: 0.1364640445, output_fired_time: 0.0000000000, propagate_forward_time: 11.6767959595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546699524
validation[          , genome  7112] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       724.91681, best error:       689.92517 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.0047073364s, input_fired_time: 1.0273607969, output_fired_time: 0.6708907485, propagate_forward_time: 44.4603462219, propagate_backward_time: 62.6371345520, weight_update_time: 0.1082126498, other_time: 2.2089805603
epoch time: 10.7540721893s, input_fired_time: 0.1214698330, output_fired_time: 0.0000000000, propagate_forward_time: 10.2285699844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040327072
validation[          , genome  7112] predictions:    9740/  10000 (97.40%), best:    9793/10000 (97.93%), error:       831.92859, best error:       689.92517 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 117.9031372070s, input_fired_time: 1.0612143278, output_fired_time: 0.6921074390, propagate_forward_time: 47.6006813049, propagate_backward_time: 66.2738723755, weight_update_time: 0.1126451865, other_time: 2.2752609253
epoch time: 8.6996030807s, input_fired_time: 0.1108539999, output_fired_time: 0.0000000000, propagate_forward_time: 8.2242174149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645315170
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9793/10000 (97.93%), error:       986.20978, best error:       689.92517 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.2833328247s, input_fired_time: 1.0439279079, output_fired_time: 0.6652774811, propagate_forward_time: 44.5665206909, propagate_backward_time: 62.7627792358, weight_update_time: 0.1100125536, other_time: 2.2448272705
epoch time: 9.6314001083s, input_fired_time: 0.1205213517, output_fired_time: 0.0000000000, propagate_forward_time: 9.1096220016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012565613
validation[          , genome  7112] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       672.76703, best error:       672.76703 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 116.8076400757s, input_fired_time: 1.0702660084, output_fired_time: 0.6928240657, propagate_forward_time: 47.0116539001, propagate_backward_time: 65.7567520142, weight_update_time: 0.1129488796, other_time: 2.2761459351
epoch time: 8.7026586533s, input_fired_time: 0.1137177795, output_fired_time: 0.0000000000, propagate_forward_time: 8.2127103806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762302399
validation[          , genome  7112] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       686.44812, best error:       672.76703 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.1775512695s, input_fired_time: 1.0294439793, output_fired_time: 0.6498591900, propagate_forward_time: 43.1749534607, propagate_backward_time: 60.1211395264, weight_update_time: 0.1061610729, other_time: 2.2021598816
epoch time: 8.6073398590s, input_fired_time: 0.1120740995, output_fired_time: 0.0000000000, propagate_forward_time: 8.1330499649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622159958
validation[          , genome  7112] predictions:    9763/  10000 (97.63%), best:    9802/10000 (98.02%), error:       788.82251, best error:       672.76703 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 104.0722579956s, input_fired_time: 1.0360249281, output_fired_time: 0.6325710416, propagate_forward_time: 41.9058685303, propagate_backward_time: 58.3031463623, weight_update_time: 0.1048254445, other_time: 2.1946487427
epoch time: 8.5568246841s, input_fired_time: 0.1100383997, output_fired_time: 0.0000000000, propagate_forward_time: 8.0909147263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558712006
validation[          , genome  7112] predictions:    9736/  10000 (97.36%), best:    9802/10000 (98.02%), error:       873.74622, best error:       672.76703 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.5614471436s, input_fired_time: 1.0339131355, output_fired_time: 0.6458770037, propagate_forward_time: 42.8218536377, propagate_backward_time: 59.8547477722, weight_update_time: 0.1061388701, other_time: 2.2050590515
epoch time: 8.4918708801s, input_fired_time: 0.1116075814, output_fired_time: 0.0000000000, propagate_forward_time: 8.0269336700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533296585
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9802/10000 (98.02%), error:       798.66071, best error:       672.76703 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.2648544312s, input_fired_time: 1.0368925333, output_fired_time: 0.6555802822, propagate_forward_time: 43.2809333801, propagate_backward_time: 61.0632743835, weight_update_time: 0.1074149013, other_time: 2.2281723022
epoch time: 11.8014640808s, input_fired_time: 0.1387689263, output_fired_time: 0.0000000000, propagate_forward_time: 11.2139101028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487848282
validation[          , genome  7112] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       757.62134, best error:       672.76703 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.2987670898s, input_fired_time: 1.0306341648, output_fired_time: 0.6473031640, propagate_forward_time: 42.9882507324, propagate_backward_time: 60.4269981384, weight_update_time: 0.1067771018, other_time: 2.2055854797
epoch time: 10.1897315979s, input_fired_time: 0.1242908761, output_fired_time: 0.0000000000, propagate_forward_time: 9.6631841660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022569656
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9802/10000 (98.02%), error:       873.60431, best error:       672.76703 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 112.3856506348s, input_fired_time: 1.0525486469, output_fired_time: 0.6713920236, propagate_forward_time: 44.9627838135, propagate_backward_time: 63.4687843323, weight_update_time: 0.1097317412, other_time: 2.2301368713
epoch time: 8.6719627380s, input_fired_time: 0.1104909405, output_fired_time: 0.0000000000, propagate_forward_time: 8.2047548294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567171097
validation[          , genome  7112] predictions:    9726/  10000 (97.26%), best:    9802/10000 (98.02%), error:       854.99091, best error:       672.76703 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.8067398071s, input_fired_time: 1.0386860371, output_fired_time: 0.6575698853, propagate_forward_time: 43.5627670288, propagate_backward_time: 61.3043632507, weight_update_time: 0.1079979986, other_time: 2.2433509827
epoch time: 11.6772556305s, input_fired_time: 0.1380299777, output_fired_time: 0.0000000000, propagate_forward_time: 11.0949649811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442605972
validation[          , genome  7112] predictions:    9738/  10000 (97.38%), best:    9802/10000 (98.02%), error:       827.73187, best error:       672.76703 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.6266860962s, input_fired_time: 1.0971695185, output_fired_time: 0.7256215215, propagate_forward_time: 49.7126693726, propagate_backward_time: 69.7598266602, weight_update_time: 0.1165689901, other_time: 2.3313980103
epoch time: 9.2953462601s, input_fired_time: 0.1129102409, output_fired_time: 0.0000000000, propagate_forward_time: 8.8110599518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713760376
validation[          , genome  7112] predictions:    9786/  10000 (97.86%), best:    9802/10000 (98.02%), error:       723.46771, best error:       672.76703 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.2872314453s, input_fired_time: 1.1404678822, output_fired_time: 0.7702707052, propagate_forward_time: 54.0389366150, propagate_backward_time: 75.9233016968, weight_update_time: 0.1232670173, other_time: 2.4142532349
epoch time: 11.5840997696s, input_fired_time: 0.1349129975, output_fired_time: 0.0000000000, propagate_forward_time: 11.0100975037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390888214
validation[          , genome  7112] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       715.39264, best error:       672.76703 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.8939056396s, input_fired_time: 1.0184084177, output_fired_time: 0.6698402762, propagate_forward_time: 45.0644950867, propagate_backward_time: 63.0359611511, weight_update_time: 0.1043457314, other_time: 2.1051979065
epoch time: 9.2631387711s, input_fired_time: 0.1115177050, output_fired_time: 0.0000000000, propagate_forward_time: 8.7852239609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663969040
validation[          , genome  7112] predictions:    9797/  10000 (97.97%), best:    9802/10000 (98.02%), error:       701.15753, best error:       672.76703 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.0550613403s, input_fired_time: 1.0563620329, output_fired_time: 0.6983951926, propagate_forward_time: 47.8573303223, propagate_backward_time: 67.2112197876, weight_update_time: 0.1108413637, other_time: 2.2317581177
epoch time: 11.2306365967s, input_fired_time: 0.1286427677, output_fired_time: 0.0000000000, propagate_forward_time: 10.6710491180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309444427
validation[          , genome  7112] predictions:    9734/  10000 (97.34%), best:    9802/10000 (98.02%), error:       913.34100, best error:       672.76703 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 130.7344665527s, input_fired_time: 1.1148673296, output_fired_time: 0.7577952743, propagate_forward_time: 52.5463333130, propagate_backward_time: 73.9189453125, weight_update_time: 0.1193826720, other_time: 2.3965225220
epoch time: 9.7784700394s, input_fired_time: 0.1160930842, output_fired_time: 0.0000000000, propagate_forward_time: 9.2795829773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827943802
validation[          , genome  7112] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       766.43945, best error:       672.76703 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 125.6593933105s, input_fired_time: 1.0967177153, output_fired_time: 0.7382766008, propagate_forward_time: 50.7185249329, propagate_backward_time: 70.7850570679, weight_update_time: 0.1156482026, other_time: 2.3208236694
epoch time: 10.4036540985s, input_fired_time: 0.1211022064, output_fired_time: 0.0000000000, propagate_forward_time: 9.8870973587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954544067
validation[          , genome  7112] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       728.42926, best error:       672.76703 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.8914184570s, input_fired_time: 1.0358526707, output_fired_time: 0.6885018945, propagate_forward_time: 45.7276611328, propagate_backward_time: 65.2803726196, weight_update_time: 0.1060944647, other_time: 2.1590347290
epoch time: 8.5184955597s, input_fired_time: 0.1089683995, output_fired_time: 0.0000000000, propagate_forward_time: 8.0526084900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569183350
validation[          , genome  7112] predictions:    9773/  10000 (97.73%), best:    9802/10000 (98.02%), error:       733.94550, best error:       672.76703 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.0659637451s, input_fired_time: 1.0246791840, output_fired_time: 0.6411671042, propagate_forward_time: 42.5845527649, propagate_backward_time: 59.5922317505, weight_update_time: 0.1067490578, other_time: 2.2233314514
epoch time: 8.5430641174s, input_fired_time: 0.1084300727, output_fired_time: 0.0000000000, propagate_forward_time: 8.0765914917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580427170
validation[          , genome  7112] predictions:    9763/  10000 (97.63%), best:    9802/10000 (98.02%), error:       801.16339, best error:       672.76703 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.9125518799s, input_fired_time: 1.0302115679, output_fired_time: 0.6562849283, propagate_forward_time: 43.3970565796, propagate_backward_time: 60.6784591675, weight_update_time: 0.1064552590, other_time: 2.1505355835
epoch time: 10.5201416016s, input_fired_time: 0.1272084117, output_fired_time: 0.0000000000, propagate_forward_time: 9.9801826477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127502441
validation[          , genome  7112] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       729.09204, best error:       672.76703 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.6623229980s, input_fired_time: 1.0620046854, output_fired_time: 0.6963217854, propagate_forward_time: 48.1448173523, propagate_backward_time: 67.5289077759, weight_update_time: 0.1127551720, other_time: 2.2302780151
epoch time: 9.9291152954s, input_fired_time: 0.1233495846, output_fired_time: 0.0000000000, propagate_forward_time: 9.4084901810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972759247
validation[          , genome  7112] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       671.55176, best error:       671.55176 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.9912490845s, input_fired_time: 1.0835695267, output_fired_time: 0.7078525424, propagate_forward_time: 48.7054519653, propagate_backward_time: 68.2010650635, weight_update_time: 0.1140212119, other_time: 2.2933044434
epoch time: 10.2880878448s, input_fired_time: 0.1265392601, output_fired_time: 0.0000000000, propagate_forward_time: 9.7484579086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130907059
validation[          , genome  7112] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       641.24231, best error:       641.24231 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.3018722534s, input_fired_time: 1.0200854540, output_fired_time: 0.6650199890, propagate_forward_time: 44.4209594727, propagate_backward_time: 62.0996894836, weight_update_time: 0.1043262407, other_time: 2.0961112976
epoch time: 11.6088705063s, input_fired_time: 0.1325940043, output_fired_time: 0.0000000000, propagate_forward_time: 11.0376119614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386644363
validation[          , genome  7112] predictions:    9803/  10000 (98.03%), best:    9808/10000 (98.08%), error:       682.17810, best error:       641.24231 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.0207519531s, input_fired_time: 1.1434527636, output_fired_time: 0.7751352787, propagate_forward_time: 53.9797439575, propagate_backward_time: 75.6973266602, weight_update_time: 0.1240676045, other_time: 2.4251022339
epoch time: 8.5956096649s, input_fired_time: 0.1118665636, output_fired_time: 0.0000000000, propagate_forward_time: 8.1245222092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592205048
validation[          , genome  7112] predictions:    9705/  10000 (97.05%), best:    9808/10000 (98.08%), error:       936.84467, best error:       641.24231 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.6659698486s, input_fired_time: 1.0648213625, output_fired_time: 0.6818267703, propagate_forward_time: 46.0562744141, propagate_backward_time: 64.5915527344, weight_update_time: 0.1123287305, other_time: 2.2714996338
epoch time: 8.9364719391s, input_fired_time: 0.1146173403, output_fired_time: 0.0000000000, propagate_forward_time: 8.4507465363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711080551
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9808/10000 (98.08%), error:       839.10248, best error:       641.24231 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.6819000244s, input_fired_time: 1.0794929266, output_fired_time: 0.6878654361, propagate_forward_time: 46.6917800903, propagate_backward_time: 65.8665313721, weight_update_time: 0.1137595326, other_time: 2.3562316895
epoch time: 8.6983203888s, input_fired_time: 0.1128847227, output_fired_time: 0.0000000000, propagate_forward_time: 8.2147216797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707141876
validation[          , genome  7112] predictions:    9732/  10000 (97.32%), best:    9808/10000 (98.08%), error:       868.28119, best error:       641.24231 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.5097503662s, input_fired_time: 1.0276401043, output_fired_time: 0.6415137053, propagate_forward_time: 42.6516418457, propagate_backward_time: 58.9747810364, weight_update_time: 0.1060629413, other_time: 2.2141761780
epoch time: 9.5816745758s, input_fired_time: 0.1203978285, output_fired_time: 0.0000000000, propagate_forward_time: 9.0740613937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872156143
validation[          , genome  7112] predictions:    9784/  10000 (97.84%), best:    9808/10000 (98.08%), error:       708.51996, best error:       641.24231 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.0725021362s, input_fired_time: 1.0369955301, output_fired_time: 0.6522143483, propagate_forward_time: 43.2350311279, propagate_backward_time: 60.9101600647, weight_update_time: 0.1080450937, other_time: 2.2381019592
epoch time: 8.9509973526s, input_fired_time: 0.1248395219, output_fired_time: 0.0000000000, propagate_forward_time: 8.4569444656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692131042
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9808/10000 (98.08%), error:       800.64838, best error:       641.24231 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.2751083374s, input_fired_time: 1.0829782486, output_fired_time: 0.6830950379, propagate_forward_time: 46.4730682373, propagate_backward_time: 64.7242507935, weight_update_time: 0.1131147519, other_time: 2.3117141724
epoch time: 9.0142679214s, input_fired_time: 0.1183155552, output_fired_time: 0.0000000000, propagate_forward_time: 8.5146675110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812847137
validation[          , genome  7112] predictions:    9778/  10000 (97.78%), best:    9808/10000 (98.08%), error:       741.99451, best error:       641.24231 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 108.3192977905s, input_fired_time: 1.0410953760, output_fired_time: 0.6480697393, propagate_forward_time: 43.4635848999, propagate_backward_time: 60.9589004517, weight_update_time: 0.1085151732, other_time: 2.2076492310
epoch time: 11.6539516449s, input_fired_time: 0.1409303695, output_fired_time: 0.0000000000, propagate_forward_time: 11.0674486160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455728531
validation[          , genome  7112] predictions:    9785/  10000 (97.85%), best:    9808/10000 (98.08%), error:       741.28546, best error:       641.24231 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.2180786133s, input_fired_time: 1.0112966299, output_fired_time: 0.6223427057, propagate_forward_time: 40.9532737732, propagate_backward_time: 57.4942436218, weight_update_time: 0.1038108245, other_time: 2.1369171143
epoch time: 8.5834426880s, input_fired_time: 0.1107364669, output_fired_time: 0.0000000000, propagate_forward_time: 8.1231098175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495960236
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9808/10000 (98.08%), error:       787.26617, best error:       641.24231 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.1887283325s, input_fired_time: 1.0120420456, output_fired_time: 0.6239163876, propagate_forward_time: 41.0412673950, propagate_backward_time: 57.3549613953, weight_update_time: 0.1033667922, other_time: 2.1565437317
epoch time: 8.6282749176s, input_fired_time: 0.1118563116, output_fired_time: 0.0000000000, propagate_forward_time: 8.1619281769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544902802
validation[          , genome  7112] predictions:    9762/  10000 (97.62%), best:    9808/10000 (98.08%), error:       788.77350, best error:       641.24231 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 117.2963714600s, input_fired_time: 1.0787006617, output_fired_time: 0.6861854792, propagate_forward_time: 47.0015945435, propagate_backward_time: 66.2407302856, weight_update_time: 0.1143123806, other_time: 2.2891616821
epoch time: 10.6991424561s, input_fired_time: 0.1263366342, output_fired_time: 0.0000000000, propagate_forward_time: 10.1638803482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089250565
validation[          , genome  7112] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       640.83356, best error:       640.83356 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 102.4653015137s, input_fired_time: 1.0300122499, output_fired_time: 0.6244503260, propagate_forward_time: 41.1551246643, propagate_backward_time: 57.5073509216, weight_update_time: 0.1035608798, other_time: 2.1483612061
epoch time: 8.7592144012s, input_fired_time: 0.1134326980, output_fired_time: 0.0000000000, propagate_forward_time: 8.2822389603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635425568
validation[          , genome  7112] predictions:    9757/  10000 (97.57%), best:    9815/10000 (98.15%), error:       868.73883, best error:       640.83356 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 116.1824798584s, input_fired_time: 1.0764700174, output_fired_time: 0.6850553751, propagate_forward_time: 46.5797119141, propagate_backward_time: 65.5569686890, weight_update_time: 0.1122806817, other_time: 2.2842712402
epoch time: 10.3191547394s, input_fired_time: 0.1229911521, output_fired_time: 0.0000000000, propagate_forward_time: 9.7987041473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974590302
validation[          , genome  7112] predictions:    9782/  10000 (97.82%), best:    9815/10000 (98.15%), error:       724.28186, best error:       640.83356 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 125.1945648193s, input_fired_time: 1.1127730608, output_fired_time: 0.7272675633, propagate_forward_time: 50.4934844971, propagate_backward_time: 70.5166625977, weight_update_time: 0.1180105209, other_time: 2.3443832397
epoch time: 8.8041801453s, input_fired_time: 0.1178581268, output_fired_time: 0.0000000000, propagate_forward_time: 8.3137149811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726072311
validation[          , genome  7112] predictions:    9768/  10000 (97.68%), best:    9815/10000 (98.15%), error:       780.73358, best error:       640.83356 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.7937316895s, input_fired_time: 1.0300823450, output_fired_time: 0.6320253015, propagate_forward_time: 41.7165184021, propagate_backward_time: 58.2257575989, weight_update_time: 0.1046787575, other_time: 2.1893463135
epoch time: 9.7040672302s, input_fired_time: 0.1232240796, output_fired_time: 0.0000000000, propagate_forward_time: 9.1957798004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850631714
validation[          , genome  7112] predictions:    9772/  10000 (97.72%), best:    9815/10000 (98.15%), error:       744.44464, best error:       640.83356 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 104.9931182861s, input_fired_time: 1.0351444483, output_fired_time: 0.6352868080, propagate_forward_time: 42.0161437988, propagate_backward_time: 59.1115608215, weight_update_time: 0.1053334922, other_time: 2.1949882507
epoch time: 8.5727758408s, input_fired_time: 0.1132106632, output_fired_time: 0.0000000000, propagate_forward_time: 8.1026906967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568744659
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9815/10000 (98.15%), error:       767.83551, best error:       640.83356 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.7825164795s, input_fired_time: 1.0211122036, output_fired_time: 0.6257243156, propagate_forward_time: 41.1453819275, propagate_backward_time: 57.8304634094, weight_update_time: 0.1039459631, other_time: 2.1598358154
epoch time: 8.4192848206s, input_fired_time: 0.1116717383, output_fired_time: 0.0000000000, propagate_forward_time: 7.9571466446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504667282
validation[          , genome  7112] predictions:    9779/  10000 (97.79%), best:    9815/10000 (98.15%), error:       734.93463, best error:       640.83356 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 101.2991943359s, input_fired_time: 1.0140316486, output_fired_time: 0.6214191914, propagate_forward_time: 40.5452575684, propagate_backward_time: 56.9907226562, weight_update_time: 0.1027976200, other_time: 2.1277618408
epoch time: 8.4837894440s, input_fired_time: 0.1155156270, output_fired_time: 0.0000000000, propagate_forward_time: 8.0135393143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547344208
validation[          , genome  7112] predictions:    9765/  10000 (97.65%), best:    9815/10000 (98.15%), error:       768.98822, best error:       640.83356 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 112.3364486694s, input_fired_time: 1.0695408583, output_fired_time: 0.6721257567, propagate_forward_time: 45.2065696716, propagate_backward_time: 63.1681022644, weight_update_time: 0.1100237668, other_time: 2.2201118469
epoch time: 9.9731502533s, input_fired_time: 0.1278063953, output_fired_time: 0.0000000000, propagate_forward_time: 9.4412746429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040689468
validation[          , genome  7112] predictions:    9798/  10000 (97.98%), best:    9815/10000 (98.15%), error:       688.71564, best error:       640.83356 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.8999557495s, input_fired_time: 1.0143036842, output_fired_time: 0.6231390238, propagate_forward_time: 40.6884193420, propagate_backward_time: 57.4812736511, weight_update_time: 0.1028381661, other_time: 2.0928192139
epoch time: 8.7051763535s, input_fired_time: 0.1138818935, output_fired_time: 0.0000000000, propagate_forward_time: 8.2307462692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605480194
validation[          , genome  7112] predictions:    9810/  10000 (98.10%), best:    9815/10000 (98.15%), error:       663.65955, best error:       640.83356 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.3865051270s, input_fired_time: 1.0713638067, output_fired_time: 0.6784474254, propagate_forward_time: 45.6343078613, propagate_backward_time: 64.7532577515, weight_update_time: 0.1121725366, other_time: 2.2491302490
epoch time: 8.8510532379s, input_fired_time: 0.1167669594, output_fired_time: 0.0000000000, propagate_forward_time: 8.3682022095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660840988
validation[          , genome  7112] predictions:    9761/  10000 (97.61%), best:    9815/10000 (98.15%), error:       762.70703, best error:       640.83356 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 113.3743057251s, input_fired_time: 1.0670191050, output_fired_time: 0.6791825891, propagate_forward_time: 45.7740364075, propagate_backward_time: 63.6459960938, weight_update_time: 0.1096778736, other_time: 2.2080688477
epoch time: 10.1489171982s, input_fired_time: 0.1284922361, output_fired_time: 0.0000000000, propagate_forward_time: 9.6168956757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035291672
validation[          , genome  7112] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       709.06128, best error:       640.83356 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.0029220581s, input_fired_time: 1.0702801943, output_fired_time: 0.6811591387, propagate_forward_time: 46.0008850098, propagate_backward_time: 64.0089492798, weight_update_time: 0.1100689769, other_time: 2.2416458130
epoch time: 11.8706874847s, input_fired_time: 0.1358332038, output_fired_time: 0.0000000000, propagate_forward_time: 11.2962417603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386129379
validation[          , genome  7112] predictions:    9792/  10000 (97.92%), best:    9815/10000 (98.15%), error:       721.89209, best error:       640.83356 on epoch:    88, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 45.6449165344s, input_fired_time: 0.5891368389, output_fired_time: 0.0000000000, propagate_forward_time: 43.1363105774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9194679260
best training[          , genome  7112] predictions:   49777/  50000 (99.55%), best:    9815/10000 (98.15%), error:      1062.50427, best error:       640.83356 on epoch:    88, 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: 11.7825136185s, input_fired_time: 0.1323439330, output_fired_time: 0.0000000000, propagate_forward_time: 11.2026119232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475574493
   testing[          , genome  7112] predictions:    9812/  10000 (98.12%), best:    9815/10000 (98.15%), error:       619.41138, best error:       640.83356 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:56:44 (41994): called boinc_finish(0)

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