Nameexact_genome_1512568488_44_3158_1
Workunit2587086
Created7 Dec 2017, 3:19:01 UTC
Sent7 Dec 2017, 3:29:38 UTC
Report deadline11 Dec 2017, 0:26:46 UTC
Received7 Dec 2017, 12:56:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 15 min 30 sec
CPU time2 hours 10 min 59 sec
Validate stateValid
Credit968.25
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.46 MB
Peak swap size158.70 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
red_time: 0.1365712881, output_fired_time: 0.0000000000, propagate_forward_time: 6.4538221359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427002907
validation[          , genome  3158] predictions:    9439/  10000 (94.39%), best:    9593/10000 (95.93%), error:      1783.90259, best error:      1423.11279 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.5500564575s, input_fired_time: 0.9717621803, output_fired_time: 0.9265245199, propagate_forward_time: 28.2862625122, propagate_backward_time: 41.4390869141, weight_update_time: 0.1215286851, other_time: 2.9264221191
epoch time: 7.0615224838s, input_fired_time: 0.1231897846, output_fired_time: 0.0000000000, propagate_forward_time: 6.4084124565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299201012
validation[          , genome  3158] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1403.62512, best error:      1403.62512 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.4292602539s, input_fired_time: 0.9793654084, output_fired_time: 0.9099582434, propagate_forward_time: 26.1988391876, propagate_backward_time: 43.4345016479, weight_update_time: 0.1218312234, other_time: 2.9066009521
epoch time: 7.0301561356s, input_fired_time: 0.1241241619, output_fired_time: 0.0000000000, propagate_forward_time: 6.3758411407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301909447
validation[          , genome  3158] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1398.80811, best error:      1398.80811 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 75.7092742920s, input_fired_time: 0.9697002172, output_fired_time: 1.9259853363, propagate_forward_time: 28.2348270416, propagate_backward_time: 41.6584205627, weight_update_time: 0.1218345463, other_time: 2.9203376770
epoch time: 5.7912130356s, input_fired_time: 0.1167321280, output_fired_time: 0.0000000000, propagate_forward_time: 5.1631860733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112948418
validation[          , genome  3158] predictions:    9575/  10000 (95.75%), best:    9566/10000 (95.66%), error:      1402.49146, best error:      1398.80811 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 75.8560409546s, input_fired_time: 0.9741134048, output_fired_time: 0.9194207788, propagate_forward_time: 26.3120822906, propagate_backward_time: 44.7280960083, weight_update_time: 0.1234545708, other_time: 2.9223327637
epoch time: 8.4447975159s, input_fired_time: 0.1983137876, output_fired_time: 0.0000000000, propagate_forward_time: 7.5403647423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061190605
validation[          , genome  3158] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1384.70923, best error:      1384.70923 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.4205551147s, input_fired_time: 1.0884299278, output_fired_time: 1.0262812376, propagate_forward_time: 29.0498542786, propagate_backward_time: 49.0139579773, weight_update_time: 0.1378930956, other_time: 3.2420272827
epoch time: 7.0949435234s, input_fired_time: 0.1240000278, output_fired_time: 0.0000000000, propagate_forward_time: 6.4445872307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263562202
validation[          , genome  3158] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1330.30615, best error:      1330.30615 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 82.4384002686s, input_fired_time: 1.0808782578, output_fired_time: 1.0156556368, propagate_forward_time: 30.7491054535, propagate_backward_time: 46.4902534485, weight_update_time: 0.1312444806, other_time: 3.1025047302
epoch time: 5.8659353256s, input_fired_time: 0.1196281239, output_fired_time: 0.0000000000, propagate_forward_time: 5.2272748947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190324783
validation[          , genome  3158] predictions:    9533/  10000 (95.33%), best:    9608/10000 (96.08%), error:      1605.75513, best error:      1330.30615 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 80.4536743164s, input_fired_time: 1.0896400213, output_fired_time: 0.9793497324, propagate_forward_time: 29.1444931030, propagate_backward_time: 46.1160507202, weight_update_time: 0.1351256669, other_time: 3.1241455078
epoch time: 6.9990320206s, input_fired_time: 0.1225387678, output_fired_time: 0.0000000000, propagate_forward_time: 6.3532495499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232439041
validation[          , genome  3158] predictions:    9312/  10000 (93.12%), best:    9608/10000 (96.08%), error:      2194.65039, best error:      1330.30615 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.3317718506s, input_fired_time: 0.9824683666, output_fired_time: 0.9086323977, propagate_forward_time: 26.1222877502, propagate_backward_time: 42.4283485413, weight_update_time: 0.1207916960, other_time: 3.8900375366
epoch time: 7.0479702950s, input_fired_time: 0.1234595254, output_fired_time: 0.0000000000, propagate_forward_time: 6.3988437653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256671906
validation[          , genome  3158] predictions:    9551/  10000 (95.51%), best:    9608/10000 (96.08%), error:      1470.91907, best error:      1330.30615 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 80.2354278564s, input_fired_time: 1.0369900465, output_fired_time: 0.9611691236, propagate_forward_time: 29.7310752869, propagate_backward_time: 45.3969421387, weight_update_time: 0.1308587790, other_time: 3.1092567444
epoch time: 5.7641854286s, input_fired_time: 0.1189620420, output_fired_time: 0.0000000000, propagate_forward_time: 5.1305618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146617889
validation[          , genome  3158] predictions:    9571/  10000 (95.71%), best:    9608/10000 (96.08%), error:      1412.65405, best error:      1330.30615 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.4813690186s, input_fired_time: 0.9739570022, output_fired_time: 0.9140357971, propagate_forward_time: 28.1704940796, propagate_backward_time: 42.5038032532, weight_update_time: 0.1219293922, other_time: 2.9190864563
epoch time: 5.8101220131s, input_fired_time: 0.1184860393, output_fired_time: 0.0000000000, propagate_forward_time: 5.1761131287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155229568
validation[          , genome  3158] predictions:    9528/  10000 (95.28%), best:    9608/10000 (96.08%), error:      1432.89124, best error:      1330.30615 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.9772796631s, input_fired_time: 0.9831171036, output_fired_time: 0.9300540090, propagate_forward_time: 28.9668464661, propagate_backward_time: 43.1678161621, weight_update_time: 0.1245757490, other_time: 2.9294471741
epoch time: 6.0133104324s, input_fired_time: 0.1320761889, output_fired_time: 0.0000000000, propagate_forward_time: 5.3574104309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238237381
validation[          , genome  3158] predictions:    9569/  10000 (95.69%), best:    9608/10000 (96.08%), error:      1350.58276, best error:      1330.30615 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.3074493408s, input_fired_time: 1.0107970238, output_fired_time: 0.9600098133, propagate_forward_time: 28.8535366058, propagate_backward_time: 45.4576072693, weight_update_time: 0.1225158796, other_time: 3.0255012512
epoch time: 8.7129440308s, input_fired_time: 0.1499957889, output_fired_time: 0.0000000000, propagate_forward_time: 7.9071378708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558103561
validation[          , genome  3158] predictions:    9475/  10000 (94.75%), best:    9608/10000 (96.08%), error:      1918.01611, best error:      1330.30615 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.7315139771s, input_fired_time: 0.9832296371, output_fired_time: 0.9230885506, propagate_forward_time: 27.2510967255, propagate_backward_time: 42.6705398560, weight_update_time: 0.1219841242, other_time: 2.9035568237
epoch time: 7.1061520576s, input_fired_time: 0.1248347610, output_fired_time: 0.0000000000, propagate_forward_time: 6.4412469864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400705338
validation[          , genome  3158] predictions:    9480/  10000 (94.80%), best:    9608/10000 (96.08%), error:      1810.15295, best error:      1330.30615 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 75.7744750977s, input_fired_time: 0.9731113315, output_fired_time: 0.9163551331, propagate_forward_time: 26.3087730408, propagate_backward_time: 44.6537437439, weight_update_time: 0.1229400039, other_time: 2.9224929810
epoch time: 5.7973752022s, input_fired_time: 0.1196472421, output_fired_time: 0.0000000000, propagate_forward_time: 5.1612815857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164465904
validation[          , genome  3158] predictions:    9480/  10000 (94.80%), best:    9608/10000 (96.08%), error:      1709.53796, best error:      1330.30615 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 75.2671585083s, input_fired_time: 0.9707896709, output_fired_time: 0.9205980897, propagate_forward_time: 26.9740257263, propagate_backward_time: 43.4430122375, weight_update_time: 0.1211439818, other_time: 2.9587326050
epoch time: 5.8060050011s, input_fired_time: 0.1183707193, output_fired_time: 0.0000000000, propagate_forward_time: 5.1796612740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079731941
validation[          , genome  3158] predictions:    9203/  10000 (92.03%), best:    9608/10000 (96.08%), error:      2637.17822, best error:      1330.30615 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 75.1371459961s, input_fired_time: 0.9693027735, output_fired_time: 0.9097495079, propagate_forward_time: 27.0897426605, propagate_backward_time: 43.2829360962, weight_update_time: 0.1212914959, other_time: 2.8854141235
epoch time: 5.6193017960s, input_fired_time: 0.1176660210, output_fired_time: 0.0000000000, propagate_forward_time: 4.9941415787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074939728
validation[          , genome  3158] predictions:    9568/  10000 (95.68%), best:    9608/10000 (96.08%), error:      1418.75439, best error:      1330.30615 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 83.1431884766s, input_fired_time: 1.1142873764, output_fired_time: 1.0310590267, propagate_forward_time: 30.7794551849, propagate_backward_time: 47.1029472351, weight_update_time: 0.1385030150, other_time: 3.1154365540
epoch time: 6.9299516678s, input_fired_time: 0.1241041720, output_fired_time: 0.0000000000, propagate_forward_time: 6.2847981453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210494995
validation[          , genome  3158] predictions:    9572/  10000 (95.72%), best:    9608/10000 (96.08%), error:      1444.41553, best error:      1330.30615 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 73.8415069580s, input_fired_time: 0.9777817726, output_fired_time: 0.9064565301, propagate_forward_time: 25.9063587189, propagate_backward_time: 42.1442527771, weight_update_time: 0.1214289367, other_time: 3.9066581726
epoch time: 6.9492716789s, input_fired_time: 0.1223477274, output_fired_time: 0.0000000000, propagate_forward_time: 5.2960200310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5309038162
validation[          , genome  3158] predictions:    9512/  10000 (95.12%), best:    9608/10000 (96.08%), error:      1554.56213, best error:      1330.30615 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 82.3730392456s, input_fired_time: 1.0382956266, output_fired_time: 0.9844629765, propagate_forward_time: 31.0101547241, propagate_backward_time: 46.2395591736, weight_update_time: 0.1563188583, other_time: 3.1005668640
epoch time: 6.2731032372s, input_fired_time: 0.1301037967, output_fired_time: 0.0000000000, propagate_forward_time: 5.6144728661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285267830
validation[          , genome  3158] predictions:    9544/  10000 (95.44%), best:    9608/10000 (96.08%), error:      1463.35120, best error:      1330.30615 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 75.9834976196s, input_fired_time: 0.9847815037, output_fired_time: 0.9205064774, propagate_forward_time: 27.3215522766, propagate_backward_time: 43.8100204468, weight_update_time: 0.1216639951, other_time: 2.9466362000
epoch time: 5.8111257553s, input_fired_time: 0.1184196025, output_fired_time: 0.0000000000, propagate_forward_time: 5.1817378998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109682083
validation[          , genome  3158] predictions:    9385/  10000 (93.85%), best:    9608/10000 (96.08%), error:      2050.28125, best error:      1330.30615 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.8120574951s, input_fired_time: 0.9783551097, output_fired_time: 0.9186193943, propagate_forward_time: 28.2915439606, propagate_backward_time: 42.6912231445, weight_update_time: 0.1224820912, other_time: 2.9323196411
epoch time: 5.8414077759s, input_fired_time: 0.1192689613, output_fired_time: 0.0000000000, propagate_forward_time: 5.2116198540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105190277
validation[          , genome  3158] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1245.61975, best error:      1245.61975 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 75.6669998169s, input_fired_time: 0.9768432975, output_fired_time: 0.9143531322, propagate_forward_time: 28.2231349945, propagate_backward_time: 42.6040802002, weight_update_time: 0.1227338761, other_time: 2.9485855103
epoch time: 10.4397306442s, input_fired_time: 0.1994176805, output_fired_time: 0.0000000000, propagate_forward_time: 9.3611125946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8791999817
validation[          , genome  3158] predictions:    9599/  10000 (95.99%), best:    9626/10000 (96.26%), error:      1353.78394, best error:      1245.61975 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.0606307983s, input_fired_time: 1.0717619658, output_fired_time: 0.9803315997, propagate_forward_time: 30.0157108307, propagate_backward_time: 44.8697624207, weight_update_time: 0.1223799139, other_time: 3.1230659485
epoch time: 5.8598790169s, input_fired_time: 0.1211230606, output_fired_time: 0.0000000000, propagate_forward_time: 5.2271852493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115709305
validation[          , genome  3158] predictions:    9530/  10000 (95.30%), best:    9626/10000 (96.26%), error:      1529.39734, best error:      1245.61975 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 75.9466781616s, input_fired_time: 1.9940704107, output_fired_time: 0.9168005586, propagate_forward_time: 28.3834209442, propagate_backward_time: 41.7029151917, weight_update_time: 0.1226776019, other_time: 2.9494667053
epoch time: 5.7849264145s, input_fired_time: 0.1204183549, output_fired_time: 0.0000000000, propagate_forward_time: 5.1547217369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097861290
validation[          , genome  3158] predictions:    9594/  10000 (95.94%), best:    9626/10000 (96.26%), error:      1379.01428, best error:      1245.61975 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 75.8212738037s, input_fired_time: 1.9894897938, output_fired_time: 0.9156879187, propagate_forward_time: 27.3212814331, propagate_backward_time: 42.6855964661, weight_update_time: 0.1219215319, other_time: 2.9092216492
epoch time: 5.8916707039s, input_fired_time: 0.1204516143, output_fired_time: 0.0000000000, propagate_forward_time: 5.2269639969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442552567
validation[          , genome  3158] predictions:    9631/  10000 (96.31%), best:    9626/10000 (96.26%), error:      1263.00964, best error:      1245.61975 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 75.5117034912s, input_fired_time: 0.9772383571, output_fired_time: 0.9117872119, propagate_forward_time: 28.1935577393, propagate_backward_time: 41.4982452393, weight_update_time: 0.1220016629, other_time: 3.9308700562
epoch time: 5.7625899315s, input_fired_time: 0.1191140041, output_fired_time: 0.0000000000, propagate_forward_time: 5.1282963753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151796341
validation[          , genome  3158] predictions:    9613/  10000 (96.13%), best:    9626/10000 (96.26%), error:      1326.62585, best error:      1245.61975 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.1086502075s, input_fired_time: 1.0261228085, output_fired_time: 0.9357261658, propagate_forward_time: 28.5993804932, propagate_backward_time: 45.4995613098, weight_update_time: 0.1238382906, other_time: 3.0478630066
epoch time: 10.7079324722s, input_fired_time: 0.1899179667, output_fired_time: 0.0000000000, propagate_forward_time: 9.6570816040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8609333038
validation[          , genome  3158] predictions:    9372/  10000 (93.72%), best:    9626/10000 (96.26%), error:      2041.72803, best error:      1245.61975 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.1588516235s, input_fired_time: 1.2126289606, output_fired_time: 0.9914903045, propagate_forward_time: 33.1377029419, propagate_backward_time: 47.4860229492, weight_update_time: 0.1397188008, other_time: 3.3310012817
epoch time: 5.5572514534s, input_fired_time: 0.1164911985, output_fired_time: 0.0000000000, propagate_forward_time: 4.9390172958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017428398
validation[          , genome  3158] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1180.62170, best error:      1180.62170 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 93.7168807983s, input_fired_time: 1.1811131239, output_fired_time: 1.1378570795, propagate_forward_time: 35.0313339233, propagate_backward_time: 52.7555618286, weight_update_time: 0.1394374222, other_time: 3.6110153198
epoch time: 7.1479434967s, input_fired_time: 0.1264088303, output_fired_time: 0.0000000000, propagate_forward_time: 6.4883666039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331678391
validation[          , genome  3158] predictions:    9501/  10000 (95.01%), best:    9655/10000 (96.55%), error:      1656.25500, best error:      1180.62170 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.1147308350s, input_fired_time: 0.9930914044, output_fired_time: 0.9361668825, propagate_forward_time: 25.9392490387, propagate_backward_time: 43.3374176025, weight_update_time: 0.1210848764, other_time: 2.9088134766
epoch time: 6.9749226570s, input_fired_time: 0.1258947104, output_fired_time: 0.0000000000, propagate_forward_time: 5.3116192818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5374088287
validation[          , genome  3158] predictions:    9444/  10000 (94.44%), best:    9655/10000 (96.55%), error:      1763.98413, best error:      1180.62170 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 73.7723159790s, input_fired_time: 0.9850167632, output_fired_time: 0.9037421942, propagate_forward_time: 28.9388847351, propagate_backward_time: 40.0368347168, weight_update_time: 0.1215329915, other_time: 2.9078407288
epoch time: 7.0309691429s, input_fired_time: 0.1235152334, output_fired_time: 0.0000000000, propagate_forward_time: 6.3803930283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270609856
validation[          , genome  3158] predictions:    9582/  10000 (95.82%), best:    9655/10000 (96.55%), error:      1338.67957, best error:      1180.62170 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.9349670410s, input_fired_time: 1.9790328741, output_fired_time: 0.9656860828, propagate_forward_time: 29.6181697845, propagate_backward_time: 46.2401580811, weight_update_time: 0.1388084590, other_time: 3.1319198608
epoch time: 5.9071879387s, input_fired_time: 0.1214563921, output_fired_time: 0.0000000000, propagate_forward_time: 5.2630434036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226879120
validation[          , genome  3158] predictions:    9248/  10000 (92.48%), best:    9655/10000 (96.55%), error:      2409.15942, best error:      1180.62170 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 75.4700393677s, input_fired_time: 0.9764544964, output_fired_time: 0.9132937193, propagate_forward_time: 27.0351276398, propagate_backward_time: 43.6149864197, weight_update_time: 0.1214759126, other_time: 2.9301795959
epoch time: 5.7581624985s, input_fired_time: 0.1201373637, output_fired_time: 0.0000000000, propagate_forward_time: 5.1364846230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015406609
validation[          , genome  3158] predictions:    9588/  10000 (95.88%), best:    9655/10000 (96.55%), error:      1377.49207, best error:      1180.62170 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 75.5302429199s, input_fired_time: 0.9850546718, output_fired_time: 0.9147999287, propagate_forward_time: 28.1428203583, propagate_backward_time: 42.5294113159, weight_update_time: 0.1224504113, other_time: 2.9581527710
epoch time: 5.7377266884s, input_fired_time: 0.1187435910, output_fired_time: 0.0000000000, propagate_forward_time: 5.1238427162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951405525
validation[          , genome  3158] predictions:    9595/  10000 (95.95%), best:    9655/10000 (96.55%), error:      1334.56494, best error:      1180.62170 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 75.8571548462s, input_fired_time: 0.9810068011, output_fired_time: 0.9263857603, propagate_forward_time: 28.3097457886, propagate_backward_time: 42.7519416809, weight_update_time: 0.1217974275, other_time: 2.8880729675
epoch time: 5.8267326355s, input_fired_time: 0.1239907667, output_fired_time: 0.0000000000, propagate_forward_time: 5.1940183640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087237358
validation[          , genome  3158] predictions:    9591/  10000 (95.91%), best:    9655/10000 (96.55%), error:      1403.11560, best error:      1180.62170 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.9994506836s, input_fired_time: 0.9947491288, output_fired_time: 0.9666278958, propagate_forward_time: 31.1271190643, propagate_backward_time: 45.8488540649, weight_update_time: 0.1297216564, other_time: 3.0620956421
epoch time: 11.6685686111s, input_fired_time: 0.2797271311, output_fired_time: 0.0000000000, propagate_forward_time: 10.3414697647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0473718643
validation[          , genome  3158] predictions:    9645/  10000 (96.45%), best:    9655/10000 (96.55%), error:      1216.47522, best error:      1180.62170 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.2416305542s, input_fired_time: 0.9862651229, output_fired_time: 0.9266442657, propagate_forward_time: 27.2704544067, propagate_backward_time: 54.0876731873, weight_update_time: 0.1225828156, other_time: 2.9705924988
epoch time: 5.5730681419s, input_fired_time: 0.1160772666, output_fired_time: 0.0000000000, propagate_forward_time: 4.9647617340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922289848
validation[          , genome  3158] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1292.54736, best error:      1180.62170 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.9844055176s, input_fired_time: 0.9798460603, output_fired_time: 0.9064249396, propagate_forward_time: 28.9987392426, propagate_backward_time: 41.1912651062, weight_update_time: 0.1218101233, other_time: 2.9081306458
epoch time: 5.7843785286s, input_fired_time: 0.1203430891, output_fired_time: 0.0000000000, propagate_forward_time: 5.1477465630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162887573
validation[          , genome  3158] predictions:    9628/  10000 (96.28%), best:    9655/10000 (96.55%), error:      1204.93518, best error:      1180.62170 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.8262405396s, input_fired_time: 1.1336293221, output_fired_time: 1.0121190548, propagate_forward_time: 29.5289154053, propagate_backward_time: 47.0036468506, weight_update_time: 0.1339800060, other_time: 3.1479339600
epoch time: 7.1778435707s, input_fired_time: 0.1290917844, output_fired_time: 0.0000000000, propagate_forward_time: 6.5051798820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435719490
validation[          , genome  3158] predictions:    9564/  10000 (95.64%), best:    9655/10000 (96.55%), error:      1497.47205, best error:      1180.62170 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 78.7798080444s, input_fired_time: 1.0459760427, output_fired_time: 0.9388385415, propagate_forward_time: 28.2666645050, propagate_backward_time: 44.4729042053, weight_update_time: 0.1312982738, other_time: 4.0554313660
epoch time: 5.7353482246s, input_fired_time: 0.1183262467, output_fired_time: 0.0000000000, propagate_forward_time: 5.1164665222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005555153
validation[          , genome  3158] predictions:    9643/  10000 (96.43%), best:    9655/10000 (96.55%), error:      1206.62390, best error:      1180.62170 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 75.6115570068s, input_fired_time: 1.9962048531, output_fired_time: 0.9167610407, propagate_forward_time: 29.2378940582, propagate_backward_time: 40.5460395813, weight_update_time: 0.1223945320, other_time: 2.9146537781
epoch time: 5.6052036285s, input_fired_time: 0.1169774160, output_fired_time: 0.0000000000, propagate_forward_time: 4.9895939827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986324310
validation[          , genome  3158] predictions:    9443/  10000 (94.43%), best:    9655/10000 (96.55%), error:      1853.88086, best error:      1180.62170 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 74.6891250610s, input_fired_time: 0.9811970592, output_fired_time: 0.9023818970, propagate_forward_time: 28.7720108032, propagate_backward_time: 41.1228637695, weight_update_time: 0.1220442951, other_time: 2.9106750488
epoch time: 5.7764649391s, input_fired_time: 0.1206324026, output_fired_time: 0.0000000000, propagate_forward_time: 5.1377420425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180907249
validation[          , genome  3158] predictions:    9416/  10000 (94.16%), best:    9655/10000 (96.55%), error:      1867.88818, best error:      1180.62170 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 75.7254409790s, input_fired_time: 0.9913309216, output_fired_time: 0.9204872847, propagate_forward_time: 29.2066154480, propagate_backward_time: 41.6764678955, weight_update_time: 0.1229258701, other_time: 2.9305381775
epoch time: 5.7476887703s, input_fired_time: 0.1205141619, output_fired_time: 0.0000000000, propagate_forward_time: 5.1189746857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081996918
validation[          , genome  3158] predictions:    9582/  10000 (95.82%), best:    9655/10000 (96.55%), error:      1394.84937, best error:      1180.62170 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 75.6786727905s, input_fired_time: 0.9842558503, output_fired_time: 0.9146443009, propagate_forward_time: 27.2351951599, propagate_backward_time: 42.6132926941, weight_update_time: 0.1230377406, other_time: 3.9312896729
epoch time: 5.6787133217s, input_fired_time: 0.1168577448, output_fired_time: 0.0000000000, propagate_forward_time: 5.0642757416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975800514
validation[          , genome  3158] predictions:    9487/  10000 (94.87%), best:    9655/10000 (96.55%), error:      1665.24304, best error:      1180.62170 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 74.8989410400s, input_fired_time: 0.9820393920, output_fired_time: 0.9063658714, propagate_forward_time: 27.9070396423, propagate_backward_time: 42.1931724548, weight_update_time: 0.1217641011, other_time: 2.9103240967
epoch time: 5.8040046692s, input_fired_time: 0.1205405444, output_fired_time: 0.0000000000, propagate_forward_time: 5.1727819443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106821060
validation[          , genome  3158] predictions:    9601/  10000 (96.01%), best:    9655/10000 (96.55%), error:      1366.65454, best error:      1180.62170 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 75.7330627441s, input_fired_time: 1.9998686314, output_fired_time: 0.9161474109, propagate_forward_time: 27.2047176361, propagate_backward_time: 42.6697616577, weight_update_time: 0.1231350377, other_time: 2.9425659180
epoch time: 6.9172048569s, input_fired_time: 0.1222123504, output_fired_time: 0.0000000000, propagate_forward_time: 6.2781395912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168528557
validation[          , genome  3158] predictions:    9597/  10000 (95.97%), best:    9655/10000 (96.55%), error:      1424.87305, best error:      1180.62170 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 75.1087188721s, input_fired_time: 2.0006406307, output_fired_time: 0.9213643670, propagate_forward_time: 28.4783191681, propagate_backward_time: 40.7625122070, weight_update_time: 0.1226966232, other_time: 2.9458847046
epoch time: 6.9608716965s, input_fired_time: 0.1265466362, output_fired_time: 0.0000000000, propagate_forward_time: 6.3028950691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314297676
validation[          , genome  3158] predictions:    9625/  10000 (96.25%), best:    9655/10000 (96.55%), error:      1287.92200, best error:      1180.62170 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 74.2096481323s, input_fired_time: 0.9833664298, output_fired_time: 0.9105164409, propagate_forward_time: 27.1549797058, propagate_backward_time: 42.2380981445, weight_update_time: 0.1219006032, other_time: 2.9226875305
epoch time: 7.0598268509s, input_fired_time: 0.1256684661, output_fired_time: 0.0000000000, propagate_forward_time: 6.4067869186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273714066
validation[          , genome  3158] predictions:    9511/  10000 (95.11%), best:    9655/10000 (96.55%), error:      1688.34619, best error:      1180.62170 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 75.3047561646s, input_fired_time: 0.9893613458, output_fired_time: 0.9177008867, propagate_forward_time: 29.0484409332, propagate_backward_time: 41.4129600525, weight_update_time: 0.1226452589, other_time: 2.9362907410
epoch time: 5.8970565796s, input_fired_time: 0.1228144467, output_fired_time: 0.0000000000, propagate_forward_time: 5.2556629181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185790062
validation[          , genome  3158] predictions:    9483/  10000 (94.83%), best:    9655/10000 (96.55%), error:      1710.06763, best error:      1180.62170 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.4034423828s, input_fired_time: 1.1063110828, output_fired_time: 0.9581851363, propagate_forward_time: 28.4573612213, propagate_backward_time: 48.6324310303, weight_update_time: 0.1399877518, other_time: 3.2491607666
epoch time: 5.9790792465s, input_fired_time: 0.1290281713, output_fired_time: 0.0000000000, propagate_forward_time: 5.3265819550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234689713
validation[          , genome  3158] predictions:    9489/  10000 (94.89%), best:    9655/10000 (96.55%), error:      1686.58813, best error:      1180.62170 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 75.4764862061s, input_fired_time: 0.9848225713, output_fired_time: 0.9128510356, propagate_forward_time: 27.1842098236, propagate_backward_time: 43.4686317444, weight_update_time: 0.1224328056, other_time: 2.9259681702
epoch time: 5.8253250122s, input_fired_time: 0.1218019128, output_fired_time: 0.0000000000, propagate_forward_time: 5.1929755211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105476379
validation[          , genome  3158] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1151.24524, best error:      1151.24524 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 75.5166854858s, input_fired_time: 0.9867774844, output_fired_time: 0.9127053022, propagate_forward_time: 27.2437324524, propagate_backward_time: 42.4536628723, weight_update_time: 0.1226873472, other_time: 3.9198074341
epoch time: 6.9394221306s, input_fired_time: 0.1252036691, output_fired_time: 0.0000000000, propagate_forward_time: 6.2908501625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233683586
validation[          , genome  3158] predictions:    9634/  10000 (96.34%), best:    9662/10000 (96.62%), error:      1233.67615, best error:      1151.24524 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.0748901367s, input_fired_time: 1.0416866541, output_fired_time: 0.9879853129, propagate_forward_time: 28.0120983124, propagate_backward_time: 43.9409255981, weight_update_time: 0.1336658746, other_time: 3.0921936035
epoch time: 7.0469422340s, input_fired_time: 0.1261546910, output_fired_time: 0.0000000000, propagate_forward_time: 6.3861765862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346107483
validation[          , genome  3158] predictions:    9432/  10000 (94.32%), best:    9662/10000 (96.62%), error:      1954.55969, best error:      1151.24524 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 82.1347503662s, input_fired_time: 1.0388994217, output_fired_time: 0.9616122246, propagate_forward_time: 29.4417018890, propagate_backward_time: 47.5027999878, weight_update_time: 0.1393254548, other_time: 3.1897354126
epoch time: 5.8288397789s, input_fired_time: 0.1234042719, output_fired_time: 0.0000000000, propagate_forward_time: 5.1904463768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149888992
validation[          , genome  3158] predictions:    9631/  10000 (96.31%), best:    9662/10000 (96.62%), error:      1231.36572, best error:      1151.24524 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 75.1855163574s, input_fired_time: 0.9868924022, output_fired_time: 0.9107731581, propagate_forward_time: 27.0679130554, propagate_backward_time: 43.3315353394, weight_update_time: 0.1221674532, other_time: 2.8884010315
epoch time: 5.8874497414s, input_fired_time: 0.1245234609, output_fired_time: 0.0000000000, propagate_forward_time: 5.2478618622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150642395
validation[          , genome  3158] predictions:    9474/  10000 (94.74%), best:    9662/10000 (96.62%), error:      1732.70020, best error:      1151.24524 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.8504409790s, input_fired_time: 1.0691386461, output_fired_time: 1.0126446486, propagate_forward_time: 29.4127807617, propagate_backward_time: 51.1146583557, weight_update_time: 0.1245014444, other_time: 3.2412223816
epoch time: 5.9662108421s, input_fired_time: 0.1246236563, output_fired_time: 0.0000000000, propagate_forward_time: 5.3121786118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294084549
validation[          , genome  3158] predictions:    9635/  10000 (96.35%), best:    9662/10000 (96.62%), error:      1284.48840, best error:      1151.24524 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.9206466675s, input_fired_time: 0.9910653234, output_fired_time: 0.9192093611, propagate_forward_time: 28.3185768127, propagate_backward_time: 42.7704391479, weight_update_time: 0.1232034191, other_time: 2.9213523865
epoch time: 7.7684950829s, input_fired_time: 0.1646513492, output_fired_time: 0.0000000000, propagate_forward_time: 6.8910365105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128071785
validation[          , genome  3158] predictions:    9566/  10000 (95.66%), best:    9662/10000 (96.62%), error:      1347.22290, best error:      1151.24524 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 79.9239425659s, input_fired_time: 1.0563805103, output_fired_time: 0.9744325280, propagate_forward_time: 29.9593696594, propagate_backward_time: 43.8516845703, weight_update_time: 0.1297781318, other_time: 4.0820732117
epoch time: 5.7420926094s, input_fired_time: 0.1216889769, output_fired_time: 0.0000000000, propagate_forward_time: 5.1050686836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153350830
validation[          , genome  3158] predictions:    9651/  10000 (96.51%), best:    9662/10000 (96.62%), error:      1156.03662, best error:      1151.24524 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 74.2186508179s, input_fired_time: 0.9853186011, output_fired_time: 0.9171815515, propagate_forward_time: 27.9574356079, propagate_backward_time: 41.4680938721, weight_update_time: 0.1217681468, other_time: 2.8906173706
epoch time: 7.0581684113s, input_fired_time: 0.1282883435, output_fired_time: 0.0000000000, propagate_forward_time: 6.3858985901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439815521
validation[          , genome  3158] predictions:    9579/  10000 (95.79%), best:    9662/10000 (96.62%), error:      1407.66003, best error:      1151.24524 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.5361862183s, input_fired_time: 1.0528290272, output_fired_time: 1.9928708076, propagate_forward_time: 27.3527908325, propagate_backward_time: 45.0802345276, weight_update_time: 0.1309619248, other_time: 3.0574607849
epoch time: 7.8045763969s, input_fired_time: 0.1573404074, output_fired_time: 0.0000000000, propagate_forward_time: 6.9502897263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969461441
validation[          , genome  3158] predictions:    9652/  10000 (96.52%), best:    9662/10000 (96.62%), error:      1190.14111, best error:      1151.24524 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.5821838379s, input_fired_time: 1.0197083950, output_fired_time: 0.9414767623, propagate_forward_time: 30.0123233795, propagate_backward_time: 42.6062660217, weight_update_time: 0.1298597306, other_time: 3.0024147034
epoch time: 5.8992638588s, input_fired_time: 0.1229503602, output_fired_time: 0.0000000000, propagate_forward_time: 5.2582349777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180783272
validation[          , genome  3158] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1194.44629, best error:      1151.24524 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 75.5991744995s, input_fired_time: 0.9991111159, output_fired_time: 0.9184589386, propagate_forward_time: 27.1716461182, propagate_backward_time: 43.5746650696, weight_update_time: 0.1228603423, other_time: 2.9352989197
epoch time: 5.8850288391s, input_fired_time: 0.1233212277, output_fired_time: 0.0000000000, propagate_forward_time: 5.2412452698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204625130
validation[          , genome  3158] predictions:    9405/  10000 (94.05%), best:    9662/10000 (96.62%), error:      1954.30505, best error:      1151.24524 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 75.4016265869s, input_fired_time: 0.9889864326, output_fired_time: 0.9139311314, propagate_forward_time: 28.2223224640, propagate_backward_time: 42.3501701355, weight_update_time: 0.1226737574, other_time: 2.9262199402
epoch time: 5.8118858337s, input_fired_time: 0.1205341741, output_fired_time: 0.0000000000, propagate_forward_time: 5.1803970337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109548569
validation[          , genome  3158] predictions:    9551/  10000 (95.51%), best:    9662/10000 (96.62%), error:      1461.26355, best error:      1151.24524 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 75.5599060059s, input_fired_time: 0.9919978380, output_fired_time: 0.9181930423, propagate_forward_time: 27.2023696899, propagate_backward_time: 43.5045318604, weight_update_time: 0.1240308210, other_time: 2.9428176880
epoch time: 5.8718943596s, input_fired_time: 0.1235567629, output_fired_time: 0.0000000000, propagate_forward_time: 5.2333297729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150079727
validation[          , genome  3158] predictions:    9579/  10000 (95.79%), best:    9662/10000 (96.62%), error:      1455.47815, best error:      1151.24524 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 75.8356246948s, input_fired_time: 1.0039553642, output_fired_time: 0.9187422395, propagate_forward_time: 28.3148517609, propagate_backward_time: 41.7002143860, weight_update_time: 0.1213820204, other_time: 3.8978691101
epoch time: 6.9591727257s, input_fired_time: 0.1261913925, output_fired_time: 0.0000000000, propagate_forward_time: 5.2937779427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392031670
validation[          , genome  3158] predictions:    9608/  10000 (96.08%), best:    9662/10000 (96.62%), error:      1352.48450, best error:      1151.24524 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.1174087524s, input_fired_time: 0.9836202860, output_fired_time: 0.9108124971, propagate_forward_time: 25.9981536865, propagate_backward_time: 43.3135757446, weight_update_time: 0.1219493747, other_time: 2.9112472534
epoch time: 7.0320324898s, input_fired_time: 0.1278118193, output_fired_time: 0.0000000000, propagate_forward_time: 6.3756718636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285487175
validation[          , genome  3158] predictions:    9643/  10000 (96.43%), best:    9662/10000 (96.62%), error:      1290.06494, best error:      1151.24524 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 74.4170989990s, input_fired_time: 1.9994945526, output_fired_time: 0.9111972451, propagate_forward_time: 27.1061477661, propagate_backward_time: 41.4898834229, weight_update_time: 0.1223487407, other_time: 2.9103775024
epoch time: 6.9751715660s, input_fired_time: 0.1279320419, output_fired_time: 0.0000000000, propagate_forward_time: 6.3163175583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309219360
validation[          , genome  3158] predictions:    9605/  10000 (96.05%), best:    9662/10000 (96.62%), error:      1343.82520, best error:      1151.24524 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.0214385986s, input_fired_time: 0.9847263694, output_fired_time: 0.9078176618, propagate_forward_time: 28.9812850952, propagate_backward_time: 40.2692604065, weight_update_time: 0.1218438819, other_time: 2.8783531189
epoch time: 7.0566558838s, input_fired_time: 0.1293829829, output_fired_time: 0.0000000000, propagate_forward_time: 6.3844227791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428500175
validation[          , genome  3158] predictions:    9592/  10000 (95.92%), best:    9662/10000 (96.62%), error:      1264.44434, best error:      1151.24524 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 75.8055191040s, input_fired_time: 1.0032525063, output_fired_time: 0.9171723723, propagate_forward_time: 27.3535823822, propagate_backward_time: 43.6217117310, weight_update_time: 0.1232117116, other_time: 2.9097976685
epoch time: 5.7608122826s, input_fired_time: 0.1217187792, output_fired_time: 0.0000000000, propagate_forward_time: 5.1332225800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058708191
validation[          , genome  3158] predictions:    9618/  10000 (96.18%), best:    9662/10000 (96.62%), error:      1299.01477, best error:      1151.24524 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 75.9768066406s, input_fired_time: 1.0050407648, output_fired_time: 0.9212357998, propagate_forward_time: 28.3586196899, propagate_backward_time: 42.7679138184, weight_update_time: 0.1230411306, other_time: 2.9239959717
epoch time: 5.7608609200s, input_fired_time: 0.1201554462, output_fired_time: 0.0000000000, propagate_forward_time: 5.1340217590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066838264
validation[          , genome  3158] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1211.64368, best error:      1151.24524 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.9103851318s, input_fired_time: 1.0777993202, output_fired_time: 1.0631977320, propagate_forward_time: 31.4543190002, propagate_backward_time: 47.9774818420, weight_update_time: 0.1357143372, other_time: 3.3375930786
epoch time: 6.8222570419s, input_fired_time: 0.1258213818, output_fired_time: 0.0000000000, propagate_forward_time: 6.1801595688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162758827
validation[          , genome  3158] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1225.68494, best error:      1151.24524 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.3905639648s, input_fired_time: 0.9902520180, output_fired_time: 0.9122001529, propagate_forward_time: 26.1323757172, propagate_backward_time: 42.4183349609, weight_update_time: 0.1223011836, other_time: 3.9374008179
epoch time: 7.0632505417s, input_fired_time: 0.1281666607, output_fired_time: 0.0000000000, propagate_forward_time: 6.3949222565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401616096
validation[          , genome  3158] predictions:    9651/  10000 (96.51%), best:    9662/10000 (96.62%), error:      1213.12610, best error:      1151.24524 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 75.7095108032s, input_fired_time: 0.9931447506, output_fired_time: 0.9168628454, propagate_forward_time: 27.2686557770, propagate_backward_time: 42.5970726013, weight_update_time: 0.1232810840, other_time: 3.9337806702
epoch time: 5.9154539108s, input_fired_time: 0.1251524091, output_fired_time: 0.0000000000, propagate_forward_time: 5.2789688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113325119
validation[          , genome  3158] predictions:    9655/  10000 (96.55%), best:    9662/10000 (96.62%), error:      1157.74219, best error:      1151.24524 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 75.9014739990s, input_fired_time: 0.9931213856, output_fired_time: 0.9196166396, propagate_forward_time: 28.3256816864, propagate_backward_time: 42.7266578674, weight_update_time: 0.1229653507, other_time: 2.9363975525
epoch time: 5.7712259293s, input_fired_time: 0.1241558939, output_fired_time: 0.0000000000, propagate_forward_time: 5.1340246201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130453110
validation[          , genome  3158] predictions:    9536/  10000 (95.36%), best:    9662/10000 (96.62%), error:      1553.43530, best error:      1151.24524 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.2072448730s, input_fired_time: 2.0676977634, output_fired_time: 2.0039651394, propagate_forward_time: 28.3346328735, propagate_backward_time: 45.7140922546, weight_update_time: 0.1228696108, other_time: 3.0868568420
epoch time: 5.7094411850s, input_fired_time: 0.1216924265, output_fired_time: 0.0000000000, propagate_forward_time: 5.0842995644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034489632
validation[          , genome  3158] predictions:    9576/  10000 (95.76%), best:    9662/10000 (96.62%), error:      1391.15588, best error:      1151.24524 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 75.4872207642s, input_fired_time: 0.9934083819, output_fired_time: 0.9228439331, propagate_forward_time: 29.1719055176, propagate_backward_time: 41.4785728455, weight_update_time: 0.1229052469, other_time: 2.9204902649
epoch time: 5.6785540581s, input_fired_time: 0.1218810529, output_fired_time: 0.0000000000, propagate_forward_time: 5.0438256264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128474236
validation[          , genome  3158] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1169.11902, best error:      1151.24524 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.6788177490s, input_fired_time: 1.0216141939, output_fired_time: 0.9617316127, propagate_forward_time: 27.8876209259, propagate_backward_time: 44.7904090881, weight_update_time: 0.1246925220, other_time: 3.0174446106
epoch time: 7.1487250328s, input_fired_time: 0.1267645806, output_fired_time: 0.0000000000, propagate_forward_time: 6.4705095291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514507294
validation[          , genome  3158] predictions:    9137/  10000 (91.37%), best:    9662/10000 (96.62%), error:      2754.94556, best error:      1151.24524 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.5166931152s, input_fired_time: 0.9845124483, output_fired_time: 0.9140988588, propagate_forward_time: 29.2548656464, propagate_backward_time: 40.4065093994, weight_update_time: 0.1235988289, other_time: 2.9567031860
epoch time: 7.1517496109s, input_fired_time: 0.1270167828, output_fired_time: 0.0000000000, propagate_forward_time: 6.4820933342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426392555
validation[          , genome  3158] predictions:    9365/  10000 (93.65%), best:    9662/10000 (96.62%), error:      2048.02051, best error:      1151.24524 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 75.3959732056s, input_fired_time: 0.9787939787, output_fired_time: 0.9122250080, propagate_forward_time: 28.1443138123, propagate_backward_time: 42.4562721252, weight_update_time: 0.1219454184, other_time: 2.9043731689
epoch time: 5.8726611137s, input_fired_time: 0.1216249615, output_fired_time: 0.0000000000, propagate_forward_time: 5.2347512245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162849426
validation[          , genome  3158] predictions:    9444/  10000 (94.44%), best:    9662/10000 (96.62%), error:      1824.77869, best error:      1151.24524 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 75.7936782837s, input_fired_time: 0.9850300550, output_fired_time: 0.9135608673, propagate_forward_time: 26.2954216003, propagate_backward_time: 44.6630325317, weight_update_time: 0.1231847852, other_time: 2.9366340637
epoch time: 5.7799129486s, input_fired_time: 0.1212511212, output_fired_time: 0.0000000000, propagate_forward_time: 5.1474123001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112495422
validation[          , genome  3158] predictions:    9446/  10000 (94.46%), best:    9662/10000 (96.62%), error:      1795.50220, best error:      1151.24524 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 75.3493194580s, input_fired_time: 0.9839176536, output_fired_time: 0.9206873178, propagate_forward_time: 28.9794712067, propagate_backward_time: 41.5216598511, weight_update_time: 0.1230636090, other_time: 2.9435882568
epoch time: 5.8088870049s, input_fired_time: 0.1203597113, output_fired_time: 0.0000000000, propagate_forward_time: 5.1786379814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098891258
validation[          , genome  3158] predictions:    9486/  10000 (94.86%), best:    9662/10000 (96.62%), error:      1655.53040, best error:      1151.24524 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 75.6349945068s, input_fired_time: 0.9869561791, output_fired_time: 0.9159802794, propagate_forward_time: 26.2642612457, propagate_backward_time: 44.5187110901, weight_update_time: 0.1225739717, other_time: 2.9490928650
epoch time: 5.8184266090s, input_fired_time: 0.1208255067, output_fired_time: 0.0000000000, propagate_forward_time: 5.1860218048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115795135
validation[          , genome  3158] predictions:    9468/  10000 (94.68%), best:    9662/10000 (96.62%), error:      1694.89673, best error:      1151.24524 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.1944732666s, input_fired_time: 0.9846771359, output_fired_time: 0.9146473408, propagate_forward_time: 29.0215644836, propagate_backward_time: 41.3395347595, weight_update_time: 0.1223956347, other_time: 2.9340438843
epoch time: 5.6949338913s, input_fired_time: 0.1199428737, output_fired_time: 0.0000000000, propagate_forward_time: 5.0644145012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105767250
validation[          , genome  3158] predictions:    9485/  10000 (94.85%), best:    9662/10000 (96.62%), error:      1738.30029, best error:      1151.24524 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 75.8292541504s, input_fired_time: 0.9905951619, output_fired_time: 0.9179337025, propagate_forward_time: 27.2479038239, propagate_backward_time: 43.7340812683, weight_update_time: 0.1229801252, other_time: 2.9387474060
epoch time: 5.7572040558s, input_fired_time: 0.1210717931, output_fired_time: 0.0000000000, propagate_forward_time: 5.1253728867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107593536
validation[          , genome  3158] predictions:    9524/  10000 (95.24%), best:    9662/10000 (96.62%), error:      1569.31665, best error:      1151.24524 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 75.7708206177s, input_fired_time: 0.9926595092, output_fired_time: 0.9180468321, propagate_forward_time: 27.3106346130, propagate_backward_time: 42.6070098877, weight_update_time: 0.1228579059, other_time: 3.9424705505
epoch time: 5.7025365829s, input_fired_time: 0.1212770268, output_fired_time: 0.0000000000, propagate_forward_time: 5.0635557175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177040100
validation[          , genome  3158] predictions:    9484/  10000 (94.84%), best:    9662/10000 (96.62%), error:      1734.16016, best error:      1151.24524 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.6930999756s, input_fired_time: 0.9921261072, output_fired_time: 0.9182115197, propagate_forward_time: 28.2218990326, propagate_backward_time: 42.5963668823, weight_update_time: 0.1237019897, other_time: 2.9644927979
epoch time: 6.7641963959s, input_fired_time: 0.1214392334, output_fired_time: 0.0000000000, propagate_forward_time: 6.1150193214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277376175
validation[          , genome  3158] predictions:    9487/  10000 (94.87%), best:    9662/10000 (96.62%), error:      1633.79675, best error:      1151.24524 on epoch:    65, 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: 30.3689689636s, input_fired_time: 0.6153234839, output_fired_time: 0.0000000000, propagate_forward_time: 27.0420265198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7116184235
best training[          , genome  3158] predictions:   48957/  50000 (97.91%), best:    9662/10000 (96.62%), error:      3714.52197, best error:      1151.24524 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.7896766663s, input_fired_time: 0.1211469769, output_fired_time: 0.0000000000, propagate_forward_time: 5.1641688347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043606758
   testing[          , genome  3158] predictions:    9688/  10000 (96.88%), best:    9662/10000 (96.62%), error:      1039.06030, best error:      1151.24524 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:35:08 (8532): called boinc_finish(0)

</stderr_txt>
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