Nameexact_genome_1512568488_41_6728_1
Workunit2604920
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline14 Dec 2017, 23:32:44 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 45 min 12 sec
CPU time3 hours 44 min 17 sec
Validate stateValid
Credit1,769.39
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.13 MB
Peak swap size157.46 MB
Peak disk usage1.76 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
gate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188732147
validation[          , genome  6728] predictions:    9652/  10000 (96.52%), best:    9710/10000 (97.10%), error:      1104.62585, best error:      1036.59290 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.8418655396s, input_fired_time: 1.2805427313, output_fired_time: 1.1063464880, propagate_forward_time: 46.1976661682, propagate_backward_time: 71.1468582153, weight_update_time: 0.1483222693, other_time: 3.1104507446
epoch time: 9.9036140442s, input_fired_time: 0.1556465775, output_fired_time: 0.0000000000, propagate_forward_time: 9.2321319580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158357620
validation[          , genome  6728] predictions:    9685/  10000 (96.85%), best:    9710/10000 (97.10%), error:      1044.75024, best error:      1036.59290 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.9260101318s, input_fired_time: 1.2635964155, output_fired_time: 1.1085472107, propagate_forward_time: 46.1435012817, propagate_backward_time: 71.3380813599, weight_update_time: 0.1486342251, other_time: 3.0722808838
epoch time: 10.2311067581s, input_fired_time: 0.1723076701, output_fired_time: 0.0000000000, propagate_forward_time: 9.4684400558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903587341
validation[          , genome  6728] predictions:    9695/  10000 (96.95%), best:    9710/10000 (97.10%), error:      1067.64380, best error:      1036.59290 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 123.2021408081s, input_fired_time: 1.2745342255, output_fired_time: 1.1149101257, propagate_forward_time: 46.3246269226, propagate_backward_time: 71.3904571533, weight_update_time: 0.1478009522, other_time: 3.0976104736
epoch time: 9.9505739212s, input_fired_time: 0.1730947047, output_fired_time: 0.0000000000, propagate_forward_time: 9.2549896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224895477
validation[          , genome  6728] predictions:    9642/  10000 (96.42%), best:    9710/10000 (97.10%), error:      1220.85938, best error:      1036.59290 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 122.6088714600s, input_fired_time: 1.2461853027, output_fired_time: 1.1113240719, propagate_forward_time: 46.1276741028, propagate_backward_time: 71.0969390869, weight_update_time: 0.1477842182, other_time: 3.0267486572
epoch time: 9.8258800507s, input_fired_time: 0.1565058231, output_fired_time: 0.0000000000, propagate_forward_time: 9.1431169510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262575150
validation[          , genome  6728] predictions:    9598/  10000 (95.98%), best:    9710/10000 (97.10%), error:      1335.14001, best error:      1036.59290 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.4457702637s, input_fired_time: 1.2545844316, output_fired_time: 1.1147501469, propagate_forward_time: 46.0211601257, propagate_backward_time: 70.9751510620, weight_update_time: 0.1532899886, other_time: 3.0801162720
epoch time: 9.7961549759s, input_fired_time: 0.1554079801, output_fired_time: 0.0000000000, propagate_forward_time: 9.1258659363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148811340
validation[          , genome  6728] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       956.28882, best error:       956.28882 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.3991622925s, input_fired_time: 1.2355817556, output_fired_time: 1.0986936092, propagate_forward_time: 45.6640090942, propagate_backward_time: 70.4413833618, weight_update_time: 0.1460956633, other_time: 2.9594955444
epoch time: 9.7916975021s, input_fired_time: 0.1564009786, output_fired_time: 0.0000000000, propagate_forward_time: 9.1168060303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184907913
validation[          , genome  6728] predictions:    9691/  10000 (96.91%), best:    9715/10000 (97.15%), error:      1039.98560, best error:       956.28882 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.1745147705s, input_fired_time: 1.2503100634, output_fired_time: 1.1107245684, propagate_forward_time: 46.0188980103, propagate_backward_time: 70.8115234375, weight_update_time: 0.1469520628, other_time: 2.9830551147
epoch time: 9.8221645355s, input_fired_time: 0.1564417779, output_fired_time: 0.0000000000, propagate_forward_time: 9.1443157196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214071274
validation[          , genome  6728] predictions:    9676/  10000 (96.76%), best:    9715/10000 (97.15%), error:      1073.88440, best error:       956.28882 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.4625473022s, input_fired_time: 1.2634433508, output_fired_time: 1.1102880239, propagate_forward_time: 46.0521469116, propagate_backward_time: 71.0062789917, weight_update_time: 0.1497111320, other_time: 3.0303878784
epoch time: 10.0954179764s, input_fired_time: 0.1697306037, output_fired_time: 0.0000000000, propagate_forward_time: 9.3692464828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564413071
validation[          , genome  6728] predictions:    9687/  10000 (96.87%), best:    9715/10000 (97.15%), error:      1035.46301, best error:       956.28882 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.3308410645s, input_fired_time: 1.2524011135, output_fired_time: 1.0997614861, propagate_forward_time: 45.5764427185, propagate_backward_time: 70.4057388306, weight_update_time: 0.1466341615, other_time: 2.9964981079
epoch time: 9.8827772141s, input_fired_time: 0.1569728851, output_fired_time: 0.0000000000, propagate_forward_time: 9.2044992447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213050842
validation[          , genome  6728] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       942.94281, best error:       942.94281 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 122.5243835449s, input_fired_time: 1.2514530420, output_fired_time: 1.1190897226, propagate_forward_time: 46.1237525940, propagate_backward_time: 70.9686126709, weight_update_time: 0.1482612491, other_time: 3.0614776611
epoch time: 9.8151760101s, input_fired_time: 0.1573719680, output_fired_time: 0.0000000000, propagate_forward_time: 9.1365690231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212354660
validation[          , genome  6728] predictions:    9695/  10000 (96.95%), best:    9733/10000 (97.33%), error:      1011.01190, best error:       942.94281 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 122.5274887085s, input_fired_time: 1.2600755692, output_fired_time: 1.1002355814, propagate_forward_time: 46.0718193054, propagate_backward_time: 71.0546340942, weight_update_time: 0.1476152092, other_time: 3.0407180786
epoch time: 9.8085565567s, input_fired_time: 0.1570650786, output_fired_time: 0.0000000000, propagate_forward_time: 9.1361637115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153274536
validation[          , genome  6728] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       983.00067, best error:       942.94281 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 124.1599502563s, input_fired_time: 1.2907804251, output_fired_time: 1.1114304066, propagate_forward_time: 46.5770072937, propagate_backward_time: 71.9835891724, weight_update_time: 0.1493842006, other_time: 3.1971511841
epoch time: 9.9769163132s, input_fired_time: 0.1591617018, output_fired_time: 0.0000000000, propagate_forward_time: 9.2924318314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253229141
validation[          , genome  6728] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       890.80829, best error:       890.80829 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.0920333862s, input_fired_time: 1.2780007124, output_fired_time: 1.1191349030, propagate_forward_time: 46.1784629822, propagate_backward_time: 71.3518142700, weight_update_time: 0.1569855213, other_time: 3.1646194458
epoch time: 9.9421520233s, input_fired_time: 0.1631388366, output_fired_time: 0.0000000000, propagate_forward_time: 9.2286090851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504045486
validation[          , genome  6728] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:      1030.67029, best error:       890.80829 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.1082687378s, input_fired_time: 1.2549805641, output_fired_time: 1.1135153770, propagate_forward_time: 45.9394645691, propagate_backward_time: 70.8144149780, weight_update_time: 0.1465793103, other_time: 2.9858932495
epoch time: 9.9587383270s, input_fired_time: 0.1669577956, output_fired_time: 0.0000000000, propagate_forward_time: 9.2531461716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386343002
validation[          , genome  6728] predictions:    9670/  10000 (96.70%), best:    9734/10000 (97.34%), error:      1080.55908, best error:       890.80829 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.9499969482s, input_fired_time: 1.2889031172, output_fired_time: 1.1148843765, propagate_forward_time: 46.1819877625, propagate_backward_time: 71.2561874390, weight_update_time: 0.1485965699, other_time: 3.1080398560
epoch time: 9.8315582275s, input_fired_time: 0.1576142758, output_fired_time: 0.0000000000, propagate_forward_time: 9.1580562592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158872604
validation[          , genome  6728] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       942.70148, best error:       890.80829 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.3674926758s, input_fired_time: 1.2808700800, output_fired_time: 1.1095637083, propagate_forward_time: 46.3152084351, propagate_backward_time: 71.5045013428, weight_update_time: 0.1567867696, other_time: 3.1573486328
epoch time: 10.1244678497s, input_fired_time: 0.1643760800, output_fired_time: 0.0000000000, propagate_forward_time: 9.4124546051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476369858
validation[          , genome  6728] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       993.23657, best error:       890.80829 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 122.6420364380s, input_fired_time: 1.2738420963, output_fired_time: 1.1192876101, propagate_forward_time: 46.3104934692, propagate_backward_time: 70.8961486816, weight_update_time: 0.1523818821, other_time: 3.0422668457
epoch time: 9.9732761383s, input_fired_time: 0.1623287797, output_fired_time: 0.0000000000, propagate_forward_time: 9.2589426041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520048141
validation[          , genome  6728] predictions:    9726/  10000 (97.26%), best:    9734/10000 (97.34%), error:       906.57300, best error:       890.80829 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 121.7239532471s, input_fired_time: 1.2465523481, output_fired_time: 1.1086479425, propagate_forward_time: 45.7930908203, propagate_backward_time: 70.6027832031, weight_update_time: 0.1462585181, other_time: 2.9728775024
epoch time: 10.0415134430s, input_fired_time: 0.1709998846, output_fired_time: 0.0000000000, propagate_forward_time: 9.3303632736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401506424
validation[          , genome  6728] predictions:    9609/  10000 (96.09%), best:    9734/10000 (97.34%), error:      1329.42603, best error:       890.80829 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.8016357422s, input_fired_time: 1.2702419758, output_fired_time: 1.1208695173, propagate_forward_time: 45.8244056702, propagate_backward_time: 70.5919952393, weight_update_time: 0.1517538428, other_time: 2.9941253662
epoch time: 9.8638229370s, input_fired_time: 0.1597913802, output_fired_time: 0.0000000000, propagate_forward_time: 9.1712751389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327568054
validation[          , genome  6728] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       874.15387, best error:       874.15387 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.2007598877s, input_fired_time: 1.2625782490, output_fired_time: 1.1116615534, propagate_forward_time: 46.0465240479, propagate_backward_time: 70.7571105957, weight_update_time: 0.1477815211, other_time: 3.0228805542
epoch time: 9.7934761047s, input_fired_time: 0.1585597992, output_fired_time: 0.0000000000, propagate_forward_time: 9.1184406281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164756775
validation[          , genome  6728] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1015.75592, best error:       874.15387 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.6795654297s, input_fired_time: 1.2732583284, output_fired_time: 1.1067422628, propagate_forward_time: 46.4404945374, propagate_backward_time: 71.7321624756, weight_update_time: 0.1489039809, other_time: 3.1269073486
epoch time: 9.8149423599s, input_fired_time: 0.1580568701, output_fired_time: 0.0000000000, propagate_forward_time: 9.1362333298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206518173
validation[          , genome  6728] predictions:    9658/  10000 (96.58%), best:    9744/10000 (97.44%), error:      1142.03967, best error:       874.15387 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.7839279175s, input_fired_time: 1.2665383816, output_fired_time: 1.1265395880, propagate_forward_time: 46.1148986816, propagate_backward_time: 71.2061157227, weight_update_time: 0.1482886523, other_time: 3.0698318481
epoch time: 9.8850746155s, input_fired_time: 0.1585899889, output_fired_time: 0.0000000000, propagate_forward_time: 9.2018690109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246152878
validation[          , genome  6728] predictions:    9640/  10000 (96.40%), best:    9744/10000 (97.44%), error:      1145.91907, best error:       874.15387 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 122.6085052490s, input_fired_time: 1.2778955698, output_fired_time: 1.1005461216, propagate_forward_time: 46.1655845642, propagate_backward_time: 71.1337127686, weight_update_time: 0.1504734308, other_time: 2.9307708740
epoch time: 9.7003612518s, input_fired_time: 0.1620073915, output_fired_time: 0.0000000000, propagate_forward_time: 9.0053110123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330429077
validation[          , genome  6728] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       951.34863, best error:       874.15387 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.0532989502s, input_fired_time: 1.2673518658, output_fired_time: 1.1049127579, propagate_forward_time: 45.8605651855, propagate_backward_time: 70.7977218628, weight_update_time: 0.1475649476, other_time: 3.0227508545
epoch time: 9.9618797302s, input_fired_time: 0.1651866734, output_fired_time: 0.0000000000, propagate_forward_time: 9.2474899292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492029190
validation[          , genome  6728] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       877.23291, best error:       874.15387 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.2335510254s, input_fired_time: 1.2902748585, output_fired_time: 1.1270916462, propagate_forward_time: 46.8080558777, propagate_backward_time: 71.9383468628, weight_update_time: 0.1523462981, other_time: 3.0697860718
epoch time: 9.9713039398s, input_fired_time: 0.1709793508, output_fired_time: 0.0000000000, propagate_forward_time: 9.2536993027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466251373
validation[          , genome  6728] predictions:    9662/  10000 (96.62%), best:    9744/10000 (97.44%), error:      1166.59509, best error:       874.15387 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.4527816772s, input_fired_time: 1.2588756084, output_fired_time: 1.1139436960, propagate_forward_time: 46.0333671570, propagate_backward_time: 71.0619735718, weight_update_time: 0.1479785740, other_time: 2.9846267700
epoch time: 9.8371057510s, input_fired_time: 0.1622866243, output_fired_time: 0.0000000000, propagate_forward_time: 9.1416912079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331277847
validation[          , genome  6728] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:      1007.65247, best error:       874.15387 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 123.1124191284s, input_fired_time: 1.2858728170, output_fired_time: 1.1077947617, propagate_forward_time: 46.2321205139, propagate_backward_time: 71.4500350952, weight_update_time: 0.1512810886, other_time: 3.0365982056
epoch time: 9.9484739304s, input_fired_time: 0.1662311852, output_fired_time: 0.0000000000, propagate_forward_time: 9.2358970642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463457108
validation[          , genome  6728] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       838.61871, best error:       838.61871 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.8760757446s, input_fired_time: 1.2783516645, output_fired_time: 1.1156997681, propagate_forward_time: 46.1910209656, propagate_backward_time: 71.1896896362, weight_update_time: 0.1494823843, other_time: 3.1013107300
epoch time: 9.9582662582s, input_fired_time: 0.1620700657, output_fired_time: 0.0000000000, propagate_forward_time: 9.2458515167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503444672
validation[          , genome  6728] predictions:    9703/  10000 (97.03%), best:    9762/10000 (97.62%), error:       950.81799, best error:       838.61871 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 121.9806594849s, input_fired_time: 1.2611529827, output_fired_time: 1.1039136648, propagate_forward_time: 45.8650054932, propagate_backward_time: 70.8105468750, weight_update_time: 0.1462803483, other_time: 2.9400405884
epoch time: 9.8405380249s, input_fired_time: 0.1590836048, output_fired_time: 0.0000000000, propagate_forward_time: 9.1656007767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158538818
validation[          , genome  6728] predictions:    9672/  10000 (96.72%), best:    9762/10000 (97.62%), error:      1059.66565, best error:       838.61871 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 123.5876083374s, input_fired_time: 1.2764362097, output_fired_time: 1.1363217831, propagate_forward_time: 46.5519256592, propagate_backward_time: 71.5484390259, weight_update_time: 0.1526573747, other_time: 3.0744857788
epoch time: 9.8100156784s, input_fired_time: 0.1595106274, output_fired_time: 0.0000000000, propagate_forward_time: 9.1324176788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180873871
validation[          , genome  6728] predictions:    9710/  10000 (97.10%), best:    9762/10000 (97.62%), error:       933.78717, best error:       838.61871 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.3385391235s, input_fired_time: 1.2798185349, output_fired_time: 1.1059869528, propagate_forward_time: 46.0180091858, propagate_backward_time: 70.8750915527, weight_update_time: 0.1482833624, other_time: 3.0596313477
epoch time: 9.8379812241s, input_fired_time: 0.1594204605, output_fired_time: 0.0000000000, propagate_forward_time: 9.1593751907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191860199
validation[          , genome  6728] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       822.38354, best error:       822.38354 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.0882720947s, input_fired_time: 1.2626787424, output_fired_time: 1.1121939421, propagate_forward_time: 45.8956794739, propagate_backward_time: 70.8169937134, weight_update_time: 0.1466227770, other_time: 3.0007247925
epoch time: 9.8123388290s, input_fired_time: 0.1612077802, output_fired_time: 0.0000000000, propagate_forward_time: 9.1118469238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392837524
validation[          , genome  6728] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       960.57037, best error:       822.38354 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.9813766479s, input_fired_time: 1.2414317131, output_fired_time: 1.1042325497, propagate_forward_time: 45.5931205750, propagate_backward_time: 70.1572418213, weight_update_time: 0.1459147185, other_time: 2.8853454590
epoch time: 9.8096103668s, input_fired_time: 0.1598460078, output_fired_time: 0.0000000000, propagate_forward_time: 9.1313371658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184268951
validation[          , genome  6728] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       926.43427, best error:       822.38354 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.0832977295s, input_fired_time: 1.3052566051, output_fired_time: 1.1311103106, propagate_forward_time: 46.6527938843, propagate_backward_time: 71.9067459106, weight_update_time: 0.1531560570, other_time: 3.0873870850
epoch time: 9.8694257736s, input_fired_time: 0.1601615697, output_fired_time: 0.0000000000, propagate_forward_time: 9.1928339005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164299011
validation[          , genome  6728] predictions:    9701/  10000 (97.01%), best:    9753/10000 (97.53%), error:       949.41553, best error:       822.38354 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.4438171387s, input_fired_time: 1.3075791597, output_fired_time: 1.1166222095, propagate_forward_time: 46.3495903015, propagate_backward_time: 71.5490722656, weight_update_time: 0.1554389745, other_time: 3.1209564209
epoch time: 9.9486122131s, input_fired_time: 0.1588694006, output_fired_time: 0.0000000000, propagate_forward_time: 9.2643442154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253982544
validation[          , genome  6728] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       931.05450, best error:       822.38354 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.7310867310s, input_fired_time: 1.2695655823, output_fired_time: 1.1116155386, propagate_forward_time: 45.7191505432, propagate_backward_time: 70.5669479370, weight_update_time: 0.1481207907, other_time: 3.0638046265
epoch time: 9.9496622086s, input_fired_time: 0.1661868840, output_fired_time: 0.0000000000, propagate_forward_time: 9.2390174866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444574356
validation[          , genome  6728] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       910.38983, best error:       822.38354 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.0630722046s, input_fired_time: 1.2945151329, output_fired_time: 1.1166541576, propagate_forward_time: 46.2567672729, propagate_backward_time: 71.2750930786, weight_update_time: 0.1541339904, other_time: 3.1200408936
epoch time: 10.2989387512s, input_fired_time: 0.1651360840, output_fired_time: 0.0000000000, propagate_forward_time: 9.5915260315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422763824
validation[          , genome  6728] predictions:    9701/  10000 (97.01%), best:    9753/10000 (97.53%), error:      1012.21252, best error:       822.38354 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.1574096680s, input_fired_time: 1.2678135633, output_fired_time: 1.1003481150, propagate_forward_time: 45.8453025818, propagate_backward_time: 70.8974685669, weight_update_time: 0.1474499404, other_time: 3.0464706421
epoch time: 10.0738992691s, input_fired_time: 0.1729844958, output_fired_time: 0.0000000000, propagate_forward_time: 9.3547353745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461797714
validation[          , genome  6728] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       925.58026, best error:       822.38354 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.1421356201s, input_fired_time: 1.3310675621, output_fired_time: 1.1439427137, propagate_forward_time: 47.1245307922, propagate_backward_time: 72.3086166382, weight_update_time: 0.1491424590, other_time: 3.2339706421
epoch time: 9.8180360794s, input_fired_time: 0.1679942608, output_fired_time: 0.0000000000, propagate_forward_time: 9.1167955399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332460403
validation[          , genome  6728] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       843.09125, best error:       822.38354 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.2223052979s, input_fired_time: 1.2849987745, output_fired_time: 1.1102359295, propagate_forward_time: 46.3060379028, propagate_backward_time: 71.4035263062, weight_update_time: 0.1486922801, other_time: 3.1175079346
epoch time: 9.9174909592s, input_fired_time: 0.1601839215, output_fired_time: 0.0000000000, propagate_forward_time: 9.2370996475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202074051
validation[          , genome  6728] predictions:    9691/  10000 (96.91%), best:    9753/10000 (97.53%), error:       992.30212, best error:       822.38354 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.3457260132s, input_fired_time: 1.2779351473, output_fired_time: 1.1143262386, propagate_forward_time: 45.9060134888, propagate_backward_time: 71.0196762085, weight_update_time: 0.1474518627, other_time: 3.0277709961
epoch time: 9.7854690552s, input_fired_time: 0.1617076546, output_fired_time: 0.0000000000, propagate_forward_time: 9.0944957733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292654037
validation[          , genome  6728] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       843.35791, best error:       822.38354 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.6368026733s, input_fired_time: 1.2427576780, output_fired_time: 1.1006221771, propagate_forward_time: 45.8591346741, propagate_backward_time: 70.5173645020, weight_update_time: 0.1479238272, other_time: 2.9169158936
epoch time: 9.8291168213s, input_fired_time: 0.1601996869, output_fired_time: 0.0000000000, propagate_forward_time: 9.1551551819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137615204
validation[          , genome  6728] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       897.98065, best error:       822.38354 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.7541046143s, input_fired_time: 1.2907371521, output_fired_time: 1.1076498032, propagate_forward_time: 46.0252876282, propagate_backward_time: 71.2161788940, weight_update_time: 0.1474366933, other_time: 3.1142501831
epoch time: 9.8036670685s, input_fired_time: 0.1590967774, output_fired_time: 0.0000000000, propagate_forward_time: 9.1296339035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149364471
validation[          , genome  6728] predictions:    9676/  10000 (96.76%), best:    9753/10000 (97.53%), error:      1024.37524, best error:       822.38354 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.2801818848s, input_fired_time: 1.2810825109, output_fired_time: 1.1069056988, propagate_forward_time: 45.9589004517, propagate_backward_time: 70.8405761719, weight_update_time: 0.1487286687, other_time: 3.0927200317
epoch time: 9.8332958221s, input_fired_time: 0.1603024900, output_fired_time: 0.0000000000, propagate_forward_time: 9.1552896500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177040100
validation[          , genome  6728] predictions:    9689/  10000 (96.89%), best:    9753/10000 (97.53%), error:      1019.29669, best error:       822.38354 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.5243911743s, input_fired_time: 1.2759381533, output_fired_time: 1.1079045534, propagate_forward_time: 46.5407142639, propagate_backward_time: 71.5344238281, weight_update_time: 0.1541229188, other_time: 3.0654144287
epoch time: 10.0611085892s, input_fired_time: 0.1712535918, output_fired_time: 0.0000000000, propagate_forward_time: 9.3440065384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458488464
validation[          , genome  6728] predictions:    9697/  10000 (96.97%), best:    9753/10000 (97.53%), error:       975.43341, best error:       822.38354 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.5156936646s, input_fired_time: 1.2654398680, output_fired_time: 1.1111053228, propagate_forward_time: 46.1776962280, propagate_backward_time: 71.0239562988, weight_update_time: 0.1593527049, other_time: 2.9374923706
epoch time: 9.8151769638s, input_fired_time: 0.1674901843, output_fired_time: 0.0000000000, propagate_forward_time: 9.1259689331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217180252
validation[          , genome  6728] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       887.55170, best error:       822.38354 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 122.1915283203s, input_fired_time: 1.2713286877, output_fired_time: 1.1047240496, propagate_forward_time: 45.9890670776, propagate_backward_time: 70.7964706421, weight_update_time: 0.1469202638, other_time: 3.0299377441
epoch time: 10.2634410858s, input_fired_time: 0.1635230035, output_fired_time: 0.0000000000, propagate_forward_time: 9.5612821579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386362076
validation[          , genome  6728] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       905.77789, best error:       822.38354 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 124.8527832031s, input_fired_time: 1.2959674597, output_fired_time: 1.1452178955, propagate_forward_time: 46.8771591187, propagate_backward_time: 72.3506774902, weight_update_time: 0.1547356993, other_time: 3.1837615967
epoch time: 9.8837575912s, input_fired_time: 0.1695479900, output_fired_time: 0.0000000000, propagate_forward_time: 9.1731185913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410909653
validation[          , genome  6728] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       920.57294, best error:       822.38354 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 122.7689819336s, input_fired_time: 1.2720293999, output_fired_time: 1.1216145754, propagate_forward_time: 46.1469879150, propagate_backward_time: 71.1654739380, weight_update_time: 0.1484807730, other_time: 3.0628814697
epoch time: 9.9690065384s, input_fired_time: 0.1597251892, output_fired_time: 0.0000000000, propagate_forward_time: 9.2756633759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336179733
validation[          , genome  6728] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       877.10284, best error:       822.38354 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.1135940552s, input_fired_time: 1.2735329866, output_fired_time: 1.1177502871, propagate_forward_time: 45.8956680298, propagate_backward_time: 70.7980499268, weight_update_time: 0.1479335874, other_time: 3.0285873413
epoch time: 9.8037729263s, input_fired_time: 0.1598417014, output_fired_time: 0.0000000000, propagate_forward_time: 9.1282482147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156831741
validation[          , genome  6728] predictions:    9688/  10000 (96.88%), best:    9753/10000 (97.53%), error:      1024.90918, best error:       822.38354 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.1137924194s, input_fired_time: 1.2771613598, output_fired_time: 1.1005589962, propagate_forward_time: 45.9712333679, propagate_backward_time: 70.7630310059, weight_update_time: 0.1472815573, other_time: 3.0018157959
epoch time: 9.8031997681s, input_fired_time: 0.1628232300, output_fired_time: 0.0000000000, propagate_forward_time: 9.1233215332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170545578
validation[          , genome  6728] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       874.76648, best error:       822.38354 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.9498062134s, input_fired_time: 1.3027824163, output_fired_time: 1.1244980097, propagate_forward_time: 46.5159072876, propagate_backward_time: 71.8594131470, weight_update_time: 0.1550048441, other_time: 3.1472091675
epoch time: 9.7867145538s, input_fired_time: 0.1596343666, output_fired_time: 0.0000000000, propagate_forward_time: 9.1153945923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116853714
validation[          , genome  6728] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       909.52478, best error:       822.38354 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.0732879639s, input_fired_time: 1.2998411655, output_fired_time: 1.1132818460, propagate_forward_time: 46.1639060974, propagate_backward_time: 71.4423599243, weight_update_time: 0.1490943432, other_time: 3.0539016724
epoch time: 10.3350725174s, input_fired_time: 0.1762775928, output_fired_time: 0.0000000000, propagate_forward_time: 9.6081085205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506868362
validation[          , genome  6728] predictions:    9671/  10000 (96.71%), best:    9753/10000 (97.53%), error:      1033.37427, best error:       822.38354 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.9431686401s, input_fired_time: 1.2762833834, output_fired_time: 1.1036258936, propagate_forward_time: 45.8618774414, propagate_backward_time: 70.7106933594, weight_update_time: 0.1520949155, other_time: 2.9906921387
epoch time: 9.9494056702s, input_fired_time: 0.1689933836, output_fired_time: 0.0000000000, propagate_forward_time: 9.2549324036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254802704
validation[          , genome  6728] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       802.35077, best error:       802.35077 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.6845626831s, input_fired_time: 1.3116580248, output_fired_time: 1.1032799482, propagate_forward_time: 46.1193161011, propagate_backward_time: 71.0305404663, weight_update_time: 0.1491632611, other_time: 3.1197662354
epoch time: 10.1434669495s, input_fired_time: 0.1794099957, output_fired_time: 0.0000000000, propagate_forward_time: 9.4178781509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461788177
validation[          , genome  6728] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       922.70654, best error:       802.35077 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.0812606812s, input_fired_time: 1.2611435652, output_fired_time: 1.0951354504, propagate_forward_time: 45.4971885681, propagate_backward_time: 70.2974777222, weight_update_time: 0.1450335532, other_time: 2.9303054810
epoch time: 10.2230443954s, input_fired_time: 0.1762483865, output_fired_time: 0.0000000000, propagate_forward_time: 9.4528026581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939931870
validation[          , genome  6728] predictions:    9740/  10000 (97.40%), best:    9751/10000 (97.51%), error:       833.36841, best error:       802.35077 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.4074859619s, input_fired_time: 1.2638837099, output_fired_time: 1.1183646917, propagate_forward_time: 45.7105979919, propagate_backward_time: 70.3839263916, weight_update_time: 0.1450049877, other_time: 2.9307098389
epoch time: 9.9481573105s, input_fired_time: 0.1646819860, output_fired_time: 0.0000000000, propagate_forward_time: 9.2360115051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474634171
validation[          , genome  6728] predictions:    9740/  10000 (97.40%), best:    9751/10000 (97.51%), error:       881.88239, best error:       802.35077 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 122.0537567139s, input_fired_time: 1.2643339634, output_fired_time: 1.1258919239, propagate_forward_time: 45.8901367188, propagate_backward_time: 70.8482589722, weight_update_time: 0.1464236677, other_time: 2.9251327515
epoch time: 9.8198623657s, input_fired_time: 0.1602730900, output_fired_time: 0.0000000000, propagate_forward_time: 9.1359767914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236120224
validation[          , genome  6728] predictions:    9682/  10000 (96.82%), best:    9751/10000 (97.51%), error:      1055.76501, best error:       802.35077 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.9539566040s, input_fired_time: 1.2808496952, output_fired_time: 1.1122951508, propagate_forward_time: 45.8362464905, propagate_backward_time: 70.7155532837, weight_update_time: 0.1470270455, other_time: 3.0090103149
epoch time: 9.8741579056s, input_fired_time: 0.1658544987, output_fired_time: 0.0000000000, propagate_forward_time: 9.1713790894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369243622
validation[          , genome  6728] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       943.50549, best error:       802.35077 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.3791961670s, input_fired_time: 1.3165290356, output_fired_time: 1.0993192196, propagate_forward_time: 45.9522895813, propagate_backward_time: 70.9165573120, weight_update_time: 0.1488033235, other_time: 3.0945053101
epoch time: 9.9272775650s, input_fired_time: 0.1697766930, output_fired_time: 0.0000000000, propagate_forward_time: 9.1994638443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580368042
validation[          , genome  6728] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       871.77850, best error:       802.35077 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 124.0815353394s, input_fired_time: 1.3205503225, output_fired_time: 1.1229907274, propagate_forward_time: 46.6360855103, propagate_backward_time: 71.7932510376, weight_update_time: 0.1515624970, other_time: 3.2086563110
epoch time: 9.7892894745s, input_fired_time: 0.1632416993, output_fired_time: 0.0000000000, propagate_forward_time: 9.1092004776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168476105
validation[          , genome  6728] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       887.91626, best error:       802.35077 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 122.6577529907s, input_fired_time: 1.2921180725, output_fired_time: 1.1218113899, propagate_forward_time: 46.0758056641, propagate_backward_time: 71.0715560913, weight_update_time: 0.1503817737, other_time: 3.0964584351
epoch time: 9.8387041092s, input_fired_time: 0.1617820710, output_fired_time: 0.0000000000, propagate_forward_time: 9.1626491547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142726898
validation[          , genome  6728] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       903.66602, best error:       802.35077 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 122.4852447510s, input_fired_time: 1.3056099415, output_fired_time: 1.1119557619, propagate_forward_time: 46.0176391602, propagate_backward_time: 70.9891204834, weight_update_time: 0.1479331702, other_time: 3.0609207153
epoch time: 9.9671621323s, input_fired_time: 0.1672855914, output_fired_time: 0.0000000000, propagate_forward_time: 9.2278490067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720272064
validation[          , genome  6728] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1051.64148, best error:       802.35077 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 122.6928863525s, input_fired_time: 1.3033064604, output_fired_time: 1.1265639067, propagate_forward_time: 46.1585540771, propagate_backward_time: 71.0385437012, weight_update_time: 0.1484619975, other_time: 3.0659179688
epoch time: 10.2628250122s, input_fired_time: 0.1632183939, output_fired_time: 0.0000000000, propagate_forward_time: 9.5551033020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445032120
validation[          , genome  6728] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       823.57446, best error:       802.35077 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.3838272095s, input_fired_time: 1.2941825390, output_fired_time: 1.1120412350, propagate_forward_time: 45.9762763977, propagate_backward_time: 70.9541702271, weight_update_time: 0.1472322345, other_time: 3.0471572876
epoch time: 10.2526206970s, input_fired_time: 0.1671190113, output_fired_time: 0.0000000000, propagate_forward_time: 9.4692554474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162462234
validation[          , genome  6728] predictions:    9699/  10000 (96.99%), best:    9751/10000 (97.51%), error:       941.45032, best error:       802.35077 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.6616668701s, input_fired_time: 1.2832715511, output_fired_time: 1.1028561592, propagate_forward_time: 46.0177116394, propagate_backward_time: 71.2345657349, weight_update_time: 0.1465035230, other_time: 3.0232620239
epoch time: 9.9822244644s, input_fired_time: 0.1709382981, output_fired_time: 0.0000000000, propagate_forward_time: 9.2620325089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492534637
validation[          , genome  6728] predictions:    9740/  10000 (97.40%), best:    9751/10000 (97.51%), error:       893.06226, best error:       802.35077 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 121.7257537842s, input_fired_time: 1.2648583651, output_fired_time: 1.1028699875, propagate_forward_time: 45.7788429260, propagate_backward_time: 70.6156692505, weight_update_time: 0.1462650448, other_time: 2.9635086060
epoch time: 9.7891616821s, input_fired_time: 0.1630894989, output_fired_time: 0.0000000000, propagate_forward_time: 9.1097478867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163240433
validation[          , genome  6728] predictions:    9698/  10000 (96.98%), best:    9751/10000 (97.51%), error:       980.33093, best error:       802.35077 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 122.4574432373s, input_fired_time: 1.2987102270, output_fired_time: 1.0987328291, propagate_forward_time: 45.9923286438, propagate_backward_time: 70.9925079346, weight_update_time: 0.1483840197, other_time: 3.0751647949
epoch time: 9.8621950150s, input_fired_time: 0.1653894931, output_fired_time: 0.0000000000, propagate_forward_time: 9.1679620743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288438797
validation[          , genome  6728] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       853.21979, best error:       802.35077 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.0138626099s, input_fired_time: 1.2960838079, output_fired_time: 1.1033421755, propagate_forward_time: 45.8793601990, propagate_backward_time: 70.7581634521, weight_update_time: 0.1466169059, other_time: 2.9769134521
epoch time: 9.8046741486s, input_fired_time: 0.1633937955, output_fired_time: 0.0000000000, propagate_forward_time: 9.1215190887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197610855
validation[          , genome  6728] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       839.93372, best error:       802.35077 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 123.4289703369s, input_fired_time: 1.2978808880, output_fired_time: 1.1223794222, propagate_forward_time: 46.3925132751, propagate_backward_time: 71.5259933472, weight_update_time: 0.1536809206, other_time: 3.0902023315
epoch time: 9.9194087982s, input_fired_time: 0.1639267355, output_fired_time: 0.0000000000, propagate_forward_time: 9.2325391769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229425430
validation[          , genome  6728] predictions:    9670/  10000 (96.70%), best:    9751/10000 (97.51%), error:      1022.04510, best error:       802.35077 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.4586029053s, input_fired_time: 1.2665240765, output_fired_time: 1.0990593433, propagate_forward_time: 45.6765518188, propagate_backward_time: 70.4298706055, weight_update_time: 0.1458150297, other_time: 2.9865951538
epoch time: 9.8300466537s, input_fired_time: 0.1630769968, output_fired_time: 0.0000000000, propagate_forward_time: 9.1456527710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213165283
validation[          , genome  6728] predictions:    9677/  10000 (96.77%), best:    9751/10000 (97.51%), error:      1067.12842, best error:       802.35077 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.8629608154s, input_fired_time: 1.3035854101, output_fired_time: 1.1170336008, propagate_forward_time: 46.2509002686, propagate_backward_time: 71.1457519531, weight_update_time: 0.1489753127, other_time: 3.0456848145
epoch time: 9.8216638565s, input_fired_time: 0.1635674983, output_fired_time: 0.0000000000, propagate_forward_time: 9.1407194138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173768997
validation[          , genome  6728] predictions:    9747/  10000 (97.47%), best:    9751/10000 (97.51%), error:       836.52338, best error:       802.35077 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.5291671753s, input_fired_time: 1.2741686106, output_fired_time: 1.0959143639, propagate_forward_time: 45.6507949829, propagate_backward_time: 70.5104980469, weight_update_time: 0.1479123533, other_time: 2.9977874756
epoch time: 9.7637939453s, input_fired_time: 0.1612586081, output_fired_time: 0.0000000000, propagate_forward_time: 9.0850181580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175170898
validation[          , genome  6728] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       863.18616, best error:       802.35077 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.8048019409s, input_fired_time: 1.2782175541, output_fired_time: 1.1095193624, propagate_forward_time: 45.7872848511, propagate_backward_time: 70.6130294800, weight_update_time: 0.1471353769, other_time: 3.0167465210
epoch time: 10.1005554199s, input_fired_time: 0.1793301105, output_fired_time: 0.0000000000, propagate_forward_time: 9.3249464035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962791443
validation[          , genome  6728] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       873.85138, best error:       802.35077 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.8133239746s, input_fired_time: 1.2946060896, output_fired_time: 1.1157237291, propagate_forward_time: 46.0219039917, propagate_backward_time: 71.3131103516, weight_update_time: 0.1510418504, other_time: 3.0679779053
epoch time: 10.0187397003s, input_fired_time: 0.1681655049, output_fired_time: 0.0000000000, propagate_forward_time: 9.3009433746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496311188
validation[          , genome  6728] predictions:    9697/  10000 (96.97%), best:    9751/10000 (97.51%), error:      1004.31720, best error:       802.35077 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.3974304199s, input_fired_time: 1.3255219460, output_fired_time: 1.1135766506, propagate_forward_time: 46.5254325867, propagate_backward_time: 71.4062118530, weight_update_time: 0.1488441229, other_time: 3.0266799927
epoch time: 9.8126554489s, input_fired_time: 0.1625937223, output_fired_time: 0.0000000000, propagate_forward_time: 9.1330385208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170230865
validation[          , genome  6728] predictions:    9632/  10000 (96.32%), best:    9751/10000 (97.51%), error:      1194.76001, best error:       802.35077 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.8716583252s, input_fired_time: 1.3002878428, output_fired_time: 1.1051614285, propagate_forward_time: 46.1558418274, propagate_backward_time: 71.1603927612, weight_update_time: 0.1478142589, other_time: 3.1499710083
epoch time: 9.9019536972s, input_fired_time: 0.1658017784, output_fired_time: 0.0000000000, propagate_forward_time: 9.1969451904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392065048
validation[          , genome  6728] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       857.54907, best error:       802.35077 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 123.2508316040s, input_fired_time: 1.3085942268, output_fired_time: 1.1040695906, propagate_forward_time: 46.3059806824, propagate_backward_time: 71.3760757446, weight_update_time: 0.1532219648, other_time: 3.1561050415
epoch time: 9.6922893524s, input_fired_time: 0.1617504954, output_fired_time: 0.0000000000, propagate_forward_time: 9.0165605545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139780045
validation[          , genome  6728] predictions:    9756/  10000 (97.56%), best:    9751/10000 (97.51%), error:       817.66260, best error:       802.35077 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.7124633789s, input_fired_time: 1.2759052515, output_fired_time: 1.1236242056, propagate_forward_time: 46.0336112976, propagate_backward_time: 71.2518997192, weight_update_time: 0.1563866884, other_time: 3.0274276733
epoch time: 10.3622665405s, input_fired_time: 0.1801260859, output_fired_time: 0.0000000000, propagate_forward_time: 9.6215248108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606155396
validation[          , genome  6728] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       888.52661, best error:       802.35077 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 123.1218261719s, input_fired_time: 1.3068034649, output_fired_time: 1.1135494709, propagate_forward_time: 46.2042808533, propagate_backward_time: 71.4209976196, weight_update_time: 0.1492080390, other_time: 3.0761947632
epoch time: 9.8434934616s, input_fired_time: 0.1650124192, output_fired_time: 0.0000000000, propagate_forward_time: 9.1570463181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214347839
validation[          , genome  6728] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1085.42676, best error:       802.35077 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.4909973145s, input_fired_time: 1.2800406218, output_fired_time: 1.0947563648, propagate_forward_time: 45.7091102600, propagate_backward_time: 70.4678268433, weight_update_time: 0.1466083080, other_time: 2.9392623901
epoch time: 9.9462890625s, input_fired_time: 0.1756527871, output_fired_time: 0.0000000000, propagate_forward_time: 9.2203741074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502624512
validation[          , genome  6728] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       847.57739, best error:       802.35077 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 122.1928405762s, input_fired_time: 1.2848383188, output_fired_time: 1.1069164276, propagate_forward_time: 45.7958030701, propagate_backward_time: 70.9964294434, weight_update_time: 0.1468291730, other_time: 3.0088500977
epoch time: 9.9289321899s, input_fired_time: 0.1683865786, output_fired_time: 0.0000000000, propagate_forward_time: 9.2110071182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495386124
validation[          , genome  6728] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       918.24536, best error:       802.35077 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 122.7259674072s, input_fired_time: 1.3112025261, output_fired_time: 1.1196255684, propagate_forward_time: 46.1492347717, propagate_backward_time: 71.0568618774, weight_update_time: 0.1507254839, other_time: 3.0890426636
epoch time: 10.0642309189s, input_fired_time: 0.1692043990, output_fired_time: 0.0000000000, propagate_forward_time: 9.3353004456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5597257614
validation[          , genome  6728] predictions:    9691/  10000 (96.91%), best:    9751/10000 (97.51%), error:      1006.24170, best error:       802.35077 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.1974182129s, input_fired_time: 1.2683254480, output_fired_time: 1.1003085375, propagate_forward_time: 45.5801925659, propagate_backward_time: 70.3470382690, weight_update_time: 0.1449043155, other_time: 2.9015502930
epoch time: 10.1503639221s, input_fired_time: 0.1801299006, output_fired_time: 0.0000000000, propagate_forward_time: 9.4145784378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556554794
validation[          , genome  6728] predictions:    9746/  10000 (97.46%), best:    9751/10000 (97.51%), error:       877.11621, best error:       802.35077 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.8725128174s, input_fired_time: 1.2797536850, output_fired_time: 1.1050515175, propagate_forward_time: 45.9016380310, propagate_backward_time: 70.6431427002, weight_update_time: 0.1458004564, other_time: 2.9429321289
epoch time: 9.7403116226s, input_fired_time: 0.1636292040, output_fired_time: 0.0000000000, propagate_forward_time: 9.0593290329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173530579
validation[          , genome  6728] predictions:    9747/  10000 (97.47%), best:    9751/10000 (97.51%), error:       835.42639, best error:       802.35077 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 122.3520812988s, input_fired_time: 1.3031163216, output_fired_time: 1.1101677418, propagate_forward_time: 45.9335784912, propagate_backward_time: 70.9519424438, weight_update_time: 0.1485904306, other_time: 3.0532760620
epoch time: 9.8099155426s, input_fired_time: 0.1615729779, output_fired_time: 0.0000000000, propagate_forward_time: 9.1345729828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137691498
validation[          , genome  6728] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       858.57074, best error:       802.35077 on epoch:    68, 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: 49.4239006042s, input_fired_time: 0.8090221286, output_fired_time: 0.0000000000, propagate_forward_time: 45.9023284912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7125511169
best training[          , genome  6728] predictions:   49506/  50000 (99.01%), best:    9751/10000 (97.51%), error:      1939.20801, best error:       802.35077 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.8498029709s, input_fired_time: 0.1607105136, output_fired_time: 0.0000000000, propagate_forward_time: 9.1711988449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178937912
   testing[          , genome  6728] predictions:    9758/  10000 (97.58%), best:    9751/10000 (97.51%), error:       817.26495, best error:       802.35077 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:53:55 (6092): called boinc_finish(0)

</stderr_txt>
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