Nameexact_genome_1512568488_45_2880_1
Workunit2585607
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:58:54 UTC
Report deadline12 Dec 2017, 3:47:56 UTC
Received8 Dec 2017, 0:07:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 2 min 31 sec
CPU time2 hours 2 min 31 sec
Validate stateValid
Credit1,268.93
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.26 MB
Peak swap size151.12 MB
Peak disk usage0.99 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 72.0353088379s, input_fired_time: 0.6686120033, output_fired_time: 0.4467021823, propagate_forward_time: 28.0063381195, propagate_backward_time: 40.8574142456, weight_update_time: 0.0862069950, other_time: 2.0562438965
epoch time: 5.5324497223s, input_fired_time: 0.0692804083, output_fired_time: 0.0000000000, propagate_forward_time: 5.1340017319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291673660
validation[          , genome  2880] predictions:    9534/  10000 (95.34%), best:    9600/10000 (96.00%), error:      1604.73169, best error:      1372.28906 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.4203872681s, input_fired_time: 0.6325860620, output_fired_time: 0.4309228361, propagate_forward_time: 26.6575908661, propagate_backward_time: 38.7713851929, weight_update_time: 0.0822384730, other_time: 1.9279022217
epoch time: 6.3178544044s, input_fired_time: 0.0777711272, output_fired_time: 0.0000000000, propagate_forward_time: 5.8750348091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650484085
validation[          , genome  2880] predictions:    9556/  10000 (95.56%), best:    9600/10000 (96.00%), error:      1504.98376, best error:      1372.28906 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 70.1603012085s, input_fired_time: 0.6402648687, output_fired_time: 0.4410652816, propagate_forward_time: 27.2429637909, propagate_backward_time: 39.8785362244, weight_update_time: 0.0838265046, other_time: 1.9574699402
epoch time: 6.1060628891s, input_fired_time: 0.0757423490, output_fired_time: 0.0000000000, propagate_forward_time: 5.6758828163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544378281
validation[          , genome  2880] predictions:    9601/  10000 (96.01%), best:    9600/10000 (96.00%), error:      1385.65051, best error:      1372.28906 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.0007781982s, input_fired_time: 0.6316266656, output_fired_time: 0.4313740432, propagate_forward_time: 26.8686962128, propagate_backward_time: 39.1352462769, weight_update_time: 0.0823417827, other_time: 1.9338302612
epoch time: 6.9524354935s, input_fired_time: 0.0814134255, output_fired_time: 0.0000000000, propagate_forward_time: 6.4772934914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937287331
validation[          , genome  2880] predictions:    9583/  10000 (95.83%), best:    9600/10000 (96.00%), error:      1383.58960, best error:      1372.28906 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.9207000732s, input_fired_time: 0.6576268673, output_fired_time: 0.4596241713, propagate_forward_time: 29.1981239319, propagate_backward_time: 42.5618667603, weight_update_time: 0.0882676914, other_time: 2.0434608459
epoch time: 6.5779795647s, input_fired_time: 0.0777770802, output_fired_time: 0.0000000000, propagate_forward_time: 6.1266756058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735270500
validation[          , genome  2880] predictions:    9580/  10000 (95.80%), best:    9600/10000 (96.00%), error:      1436.25317, best error:      1372.28906 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.6161956787s, input_fired_time: 0.6145087481, output_fired_time: 0.4229926765, propagate_forward_time: 26.3459377289, propagate_backward_time: 38.3259887695, weight_update_time: 0.0801080912, other_time: 1.9067687988
epoch time: 4.8617720604s, input_fired_time: 0.0603477471, output_fired_time: 0.0000000000, propagate_forward_time: 4.5123567581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890677452
validation[          , genome  2880] predictions:    9566/  10000 (95.66%), best:    9600/10000 (96.00%), error:      1456.23474, best error:      1372.28906 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.3818168640s, input_fired_time: 0.5679042935, output_fired_time: 0.3803812861, propagate_forward_time: 22.6920566559, propagate_backward_time: 33.0826301575, weight_update_time: 0.0689220801, other_time: 1.6588401794
epoch time: 5.4164996147s, input_fired_time: 0.0679756403, output_fired_time: 0.0000000000, propagate_forward_time: 5.0279903412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205337524
validation[          , genome  2880] predictions:    9568/  10000 (95.68%), best:    9600/10000 (96.00%), error:      1475.98706, best error:      1372.28906 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.6106834412s, input_fired_time: 0.5992897749, output_fired_time: 0.4013150334, propagate_forward_time: 24.2924175262, propagate_backward_time: 35.5162239075, weight_update_time: 0.0772492439, other_time: 1.8014411926
epoch time: 5.0609574318s, input_fired_time: 0.0649895519, output_fired_time: 0.0000000000, propagate_forward_time: 4.6908283234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051395416
validation[          , genome  2880] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1351.10608, best error:      1351.10608 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.2562103271s, input_fired_time: 0.5896087289, output_fired_time: 0.3944638968, propagate_forward_time: 23.6679153442, propagate_backward_time: 34.8561782837, weight_update_time: 0.0747286528, other_time: 1.7480468750
epoch time: 4.7605514526s, input_fired_time: 0.0603455864, output_fired_time: 0.0000000000, propagate_forward_time: 4.4142093658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859964371
validation[          , genome  2880] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1332.58301, best error:      1332.58301 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 71.6230316162s, input_fired_time: 0.6511123180, output_fired_time: 0.4466868937, propagate_forward_time: 27.9016189575, propagate_backward_time: 40.6369323730, weight_update_time: 0.0856807604, other_time: 1.9866790771
epoch time: 5.0767002106s, input_fired_time: 0.0656679571, output_fired_time: 0.0000000000, propagate_forward_time: 4.7030968666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079352379
validation[          , genome  2880] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1317.92578, best error:      1317.92578 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.2211837769s, input_fired_time: 0.6206751466, output_fired_time: 0.4279257357, propagate_forward_time: 26.5226783752, propagate_backward_time: 38.7612686157, weight_update_time: 0.0802736804, other_time: 1.8886375427
epoch time: 4.7608823776s, input_fired_time: 0.0610366426, output_fired_time: 0.0000000000, propagate_forward_time: 4.4151945114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846512794
validation[          , genome  2880] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1433.90601, best error:      1317.92578 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.6500778198s, input_fired_time: 0.6252441406, output_fired_time: 0.4199081659, propagate_forward_time: 25.8943557739, propagate_backward_time: 37.8303298950, weight_update_time: 0.0806655660, other_time: 1.8802413940
epoch time: 5.2357187271s, input_fired_time: 0.0674505308, output_fired_time: 0.0000000000, propagate_forward_time: 4.8564448357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118233681
validation[          , genome  2880] predictions:    9582/  10000 (95.82%), best:    9610/10000 (96.10%), error:      1371.57422, best error:      1317.92578 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.8777694702s, input_fired_time: 0.6037263870, output_fired_time: 0.4033706188, propagate_forward_time: 24.4067707062, propagate_backward_time: 35.6673393250, weight_update_time: 0.0770867318, other_time: 1.7965660095
epoch time: 6.7551069260s, input_fired_time: 0.0803597644, output_fired_time: 0.0000000000, propagate_forward_time: 6.2892928123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854541779
validation[          , genome  2880] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1317.39050, best error:      1317.39050 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.0458068848s, input_fired_time: 0.6335859895, output_fired_time: 0.4325886667, propagate_forward_time: 26.8522052765, propagate_backward_time: 39.2092094421, weight_update_time: 0.0817852914, other_time: 1.9182243347
epoch time: 6.1106233597s, input_fired_time: 0.0765248239, output_fired_time: 0.0000000000, propagate_forward_time: 5.6770582199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570404053
validation[          , genome  2880] predictions:    9574/  10000 (95.74%), best:    9608/10000 (96.08%), error:      1435.68579, best error:      1317.39050 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.2017745972s, input_fired_time: 0.6402623057, output_fired_time: 0.4321761131, propagate_forward_time: 26.8726730347, propagate_backward_time: 39.3176307678, weight_update_time: 0.0831214637, other_time: 1.9390373230
epoch time: 6.7599887848s, input_fired_time: 0.0819879249, output_fired_time: 0.0000000000, propagate_forward_time: 6.2875418663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904590607
validation[          , genome  2880] predictions:    9613/  10000 (96.13%), best:    9608/10000 (96.08%), error:      1326.07092, best error:      1317.39050 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.6720886230s, input_fired_time: 0.6344450116, output_fired_time: 0.4219331443, propagate_forward_time: 25.9742069244, propagate_backward_time: 37.7160072327, weight_update_time: 0.0803620294, other_time: 1.9254951477
epoch time: 5.4959435463s, input_fired_time: 0.0705676675, output_fired_time: 0.0000000000, propagate_forward_time: 5.0948195457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305563927
validation[          , genome  2880] predictions:    9621/  10000 (96.21%), best:    9621/10000 (96.21%), error:      1295.46936, best error:      1295.46936 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.1535797119s, input_fired_time: 0.6452039480, output_fired_time: 0.4271146953, propagate_forward_time: 26.4186992645, propagate_backward_time: 38.6982307434, weight_update_time: 0.0819952339, other_time: 1.9643287659
epoch time: 5.7954897881s, input_fired_time: 0.0717813373, output_fired_time: 0.0000000000, propagate_forward_time: 5.3667654991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569431305
validation[          , genome  2880] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1270.76086, best error:      1270.76086 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 74.8028182983s, input_fired_time: 0.6780042052, output_fired_time: 0.4773235321, propagate_forward_time: 29.1363086700, propagate_backward_time: 42.3975868225, weight_update_time: 0.0891397297, other_time: 2.1135978699
epoch time: 6.5815992355s, input_fired_time: 0.0794118419, output_fired_time: 0.0000000000, propagate_forward_time: 6.0991940498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029932022
validation[          , genome  2880] predictions:    9579/  10000 (95.79%), best:    9617/10000 (96.17%), error:      1427.28967, best error:      1270.76086 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.8232536316s, input_fired_time: 0.6035843492, output_fired_time: 0.4182601869, propagate_forward_time: 24.6801090240, propagate_backward_time: 36.2592811584, weight_update_time: 0.0756250545, other_time: 1.8620185852
epoch time: 5.3040461540s, input_fired_time: 0.0661953539, output_fired_time: 0.0000000000, propagate_forward_time: 4.9080047607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298459053
validation[          , genome  2880] predictions:    9541/  10000 (95.41%), best:    9617/10000 (96.17%), error:      1492.46582, best error:      1270.76086 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 70.6866226196s, input_fired_time: 0.6348419189, output_fired_time: 0.4412072003, propagate_forward_time: 27.4315795898, propagate_backward_time: 40.2252464294, weight_update_time: 0.0876511335, other_time: 1.9537467957
epoch time: 6.4531579018s, input_fired_time: 0.0766246244, output_fired_time: 0.0000000000, propagate_forward_time: 6.0078220367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687114716
validation[          , genome  2880] predictions:    9557/  10000 (95.57%), best:    9617/10000 (96.17%), error:      1433.33496, best error:      1270.76086 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 70.3019943237s, input_fired_time: 0.6384441853, output_fired_time: 0.4382153749, propagate_forward_time: 27.4617385864, propagate_backward_time: 39.8470420837, weight_update_time: 0.0826762766, other_time: 1.9165534973
epoch time: 6.9477481842s, input_fired_time: 0.0815232024, output_fired_time: 0.0000000000, propagate_forward_time: 6.4736185074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926062584
validation[          , genome  2880] predictions:    9543/  10000 (95.43%), best:    9617/10000 (96.17%), error:      1608.84363, best error:      1270.76086 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.8288078308s, input_fired_time: 0.5922666788, output_fired_time: 0.3952909112, propagate_forward_time: 23.9506473541, propagate_backward_time: 35.1584320068, weight_update_time: 0.0736235455, other_time: 1.7321701050
epoch time: 5.2677097321s, input_fired_time: 0.0651014820, output_fired_time: 0.0000000000, propagate_forward_time: 4.8902816772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123264313
validation[          , genome  2880] predictions:    9584/  10000 (95.84%), best:    9617/10000 (96.17%), error:      1378.50134, best error:      1270.76086 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 66.6105575562s, input_fired_time: 0.6205476522, output_fired_time: 0.4203452170, propagate_forward_time: 25.8757514954, propagate_backward_time: 37.8443603516, weight_update_time: 0.0793202668, other_time: 1.8495597839
epoch time: 4.7828655243s, input_fired_time: 0.0628208369, output_fired_time: 0.0000000000, propagate_forward_time: 4.4301919937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898526192
validation[          , genome  2880] predictions:    9611/  10000 (96.11%), best:    9617/10000 (96.17%), error:      1328.82129, best error:      1270.76086 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.8608741760s, input_fired_time: 0.5755313635, output_fired_time: 0.3781864643, propagate_forward_time: 22.3509635925, propagate_backward_time: 32.8686180115, weight_update_time: 0.0718026310, other_time: 1.6875762939
epoch time: 4.7902288437s, input_fired_time: 0.0634963289, output_fired_time: 0.0000000000, propagate_forward_time: 4.4373564720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893762589
validation[          , genome  2880] predictions:    9618/  10000 (96.18%), best:    9617/10000 (96.17%), error:      1309.47314, best error:      1270.76086 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.4531669617s, input_fired_time: 0.6028943658, output_fired_time: 0.4055213928, propagate_forward_time: 24.5089397430, propagate_backward_time: 36.1218452454, weight_update_time: 0.0777653530, other_time: 1.8139686584
epoch time: 6.9189481735s, input_fired_time: 0.0799039453, output_fired_time: 0.0000000000, propagate_forward_time: 6.4525647163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864793777
validation[          , genome  2880] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1247.70996, best error:      1247.70996 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.6486167908s, input_fired_time: 0.6089273095, output_fired_time: 0.4045665264, propagate_forward_time: 24.7289638519, propagate_backward_time: 36.1164627075, weight_update_time: 0.0772918910, other_time: 1.7896957397
epoch time: 6.6491894722s, input_fired_time: 0.0815201327, output_fired_time: 0.0000000000, propagate_forward_time: 6.1882371902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794322014
validation[          , genome  2880] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1222.21423, best error:      1222.21423 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 76.3811264038s, input_fired_time: 0.6723075509, output_fired_time: 0.4657942057, propagate_forward_time: 29.7380962372, propagate_backward_time: 43.4666900635, weight_update_time: 0.0891728476, other_time: 2.0382308960
epoch time: 6.9352741241s, input_fired_time: 0.0803355128, output_fired_time: 0.0000000000, propagate_forward_time: 6.4693350792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856034279
validation[          , genome  2880] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1203.23181, best error:      1203.23181 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.4412994385s, input_fired_time: 0.6513540149, output_fired_time: 0.4470675588, propagate_forward_time: 28.1682739258, propagate_backward_time: 41.2451133728, weight_update_time: 0.0842292160, other_time: 1.9294929504
epoch time: 4.8305435181s, input_fired_time: 0.0630941987, output_fired_time: 0.0000000000, propagate_forward_time: 4.4777836800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896656990
validation[          , genome  2880] predictions:    9595/  10000 (95.95%), best:    9662/10000 (96.62%), error:      1374.28711, best error:      1203.23181 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.5088195801s, input_fired_time: 0.5923950672, output_fired_time: 0.3885024786, propagate_forward_time: 23.3982334137, propagate_backward_time: 34.4008598328, weight_update_time: 0.0745013505, other_time: 1.7288246155
epoch time: 4.8870100975s, input_fired_time: 0.0641564950, output_fired_time: 0.0000000000, propagate_forward_time: 4.5293812752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934722900
validation[          , genome  2880] predictions:    9641/  10000 (96.41%), best:    9662/10000 (96.62%), error:      1279.88562, best error:      1203.23181 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.6493263245s, input_fired_time: 0.6099897027, output_fired_time: 0.4043373764, propagate_forward_time: 24.6065006256, propagate_backward_time: 36.2363204956, weight_update_time: 0.0775901154, other_time: 1.7921752930
epoch time: 4.8292069435s, input_fired_time: 0.0656499043, output_fired_time: 0.0000000000, propagate_forward_time: 4.4668335915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967233658
validation[          , genome  2880] predictions:    9626/  10000 (96.26%), best:    9662/10000 (96.62%), error:      1277.34900, best error:      1203.23181 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.8023071289s, input_fired_time: 0.5900499821, output_fired_time: 0.3866585493, propagate_forward_time: 23.1587772369, propagate_backward_time: 33.9450950623, weight_update_time: 0.0734163299, other_time: 1.7217292786
epoch time: 4.9685606956s, input_fired_time: 0.0652097911, output_fired_time: 0.0000000000, propagate_forward_time: 4.6009802818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023705482
validation[          , genome  2880] predictions:    9619/  10000 (96.19%), best:    9662/10000 (96.62%), error:      1310.92529, best error:      1203.23181 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 59.2519760132s, input_fired_time: 0.5889411569, output_fired_time: 0.3819693029, propagate_forward_time: 22.9793167114, propagate_backward_time: 33.5944976807, weight_update_time: 0.0731490925, other_time: 1.7072525024
epoch time: 4.7507920265s, input_fired_time: 0.0632461011, output_fired_time: 0.0000000000, propagate_forward_time: 4.4031548500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843909264
validation[          , genome  2880] predictions:    9618/  10000 (96.18%), best:    9662/10000 (96.62%), error:      1253.44385, best error:      1203.23181 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 75.6657104492s, input_fired_time: 0.6723905802, output_fired_time: 0.4617748260, propagate_forward_time: 29.5732269287, propagate_backward_time: 42.9277343750, weight_update_time: 0.0879641846, other_time: 2.0305786133
epoch time: 5.4013762474s, input_fired_time: 0.0677953884, output_fired_time: 0.0000000000, propagate_forward_time: 5.0202221870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133587837
validation[          , genome  2880] predictions:    9609/  10000 (96.09%), best:    9662/10000 (96.62%), error:      1293.40576, best error:      1203.23181 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.9343376160s, input_fired_time: 0.6056848168, output_fired_time: 0.4038139582, propagate_forward_time: 24.8221015930, propagate_backward_time: 36.3384246826, weight_update_time: 0.0753101856, other_time: 1.7643127441
epoch time: 5.4202494621s, input_fired_time: 0.0676617324, output_fired_time: 0.0000000000, propagate_forward_time: 5.0350728035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175148964
validation[          , genome  2880] predictions:    9584/  10000 (95.84%), best:    9662/10000 (96.62%), error:      1434.39172, best error:      1203.23181 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.9540939331s, input_fired_time: 0.6459862590, output_fired_time: 0.4395170212, propagate_forward_time: 27.6422462463, propagate_backward_time: 40.3091964722, weight_update_time: 0.0829012319, other_time: 1.9171485901
epoch time: 6.7601599693s, input_fired_time: 0.0806586817, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968454361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826556206
validation[          , genome  2880] predictions:    9610/  10000 (96.10%), best:    9662/10000 (96.62%), error:      1286.50708, best error:      1203.23181 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.1032485962s, input_fired_time: 0.6257209778, output_fired_time: 0.4151434898, propagate_forward_time: 26.1637401581, propagate_backward_time: 38.0656509399, weight_update_time: 0.0787458867, other_time: 1.8329849243
epoch time: 5.6018838882s, input_fired_time: 0.0699378029, output_fired_time: 0.0000000000, propagate_forward_time: 5.2006244659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313217163
validation[          , genome  2880] predictions:    9585/  10000 (95.85%), best:    9662/10000 (96.62%), error:      1460.79919, best error:      1203.23181 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.3252029419s, input_fired_time: 0.6237019300, output_fired_time: 0.4338661432, propagate_forward_time: 26.0801048279, propagate_backward_time: 38.3295021057, weight_update_time: 0.0788256377, other_time: 1.8580245972
epoch time: 6.0124173164s, input_fired_time: 0.0738758221, output_fired_time: 0.0000000000, propagate_forward_time: 5.5947995186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437418938
validation[          , genome  2880] predictions:    9581/  10000 (95.81%), best:    9662/10000 (96.62%), error:      1345.00122, best error:      1203.23181 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.4733886719s, input_fired_time: 0.6138757467, output_fired_time: 0.4140279591, propagate_forward_time: 25.0747470856, propagate_backward_time: 36.5967903137, weight_update_time: 0.0753025264, other_time: 1.7739448547
epoch time: 5.1650176048s, input_fired_time: 0.0660857707, output_fired_time: 0.0000000000, propagate_forward_time: 4.7975859642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013458252
validation[          , genome  2880] predictions:    9623/  10000 (96.23%), best:    9662/10000 (96.62%), error:      1282.34717, best error:      1203.23181 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.3918151855s, input_fired_time: 0.6057500243, output_fired_time: 0.4064598680, propagate_forward_time: 24.9499969482, propagate_backward_time: 36.6697120667, weight_update_time: 0.0757706985, other_time: 1.7598953247
epoch time: 5.2654623985s, input_fired_time: 0.0661019757, output_fired_time: 0.0000000000, propagate_forward_time: 4.8917603493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076000214
validation[          , genome  2880] predictions:    9596/  10000 (95.96%), best:    9662/10000 (96.62%), error:      1362.58008, best error:      1203.23181 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.4292564392s, input_fired_time: 0.5995425582, output_fired_time: 0.4026045501, propagate_forward_time: 24.6471881866, propagate_backward_time: 36.0651702881, weight_update_time: 0.0747978538, other_time: 1.7147521973
epoch time: 6.0161023140s, input_fired_time: 0.0733953193, output_fired_time: 0.0000000000, propagate_forward_time: 5.6016292572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410778046
validation[          , genome  2880] predictions:    9592/  10000 (95.92%), best:    9662/10000 (96.62%), error:      1321.85376, best error:      1203.23181 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 70.4154968262s, input_fired_time: 0.6485994458, output_fired_time: 0.4361259341, propagate_forward_time: 27.4420642853, propagate_backward_time: 39.9644508362, weight_update_time: 0.0835182518, other_time: 1.9242591858
epoch time: 5.3549909592s, input_fired_time: 0.0673942715, output_fired_time: 0.0000000000, propagate_forward_time: 4.9744782448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131184578
validation[          , genome  2880] predictions:    9641/  10000 (96.41%), best:    9662/10000 (96.62%), error:      1264.94470, best error:      1203.23181 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.1470794678s, input_fired_time: 0.5998702049, output_fired_time: 0.4015084803, propagate_forward_time: 24.5714435577, propagate_backward_time: 35.8476562500, weight_update_time: 0.0745005161, other_time: 1.7266006470
epoch time: 5.2965025902s, input_fired_time: 0.0666222572, output_fired_time: 0.0000000000, propagate_forward_time: 4.9230012894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068790436
validation[          , genome  2880] predictions:    9609/  10000 (96.09%), best:    9662/10000 (96.62%), error:      1348.32715, best error:      1203.23181 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.7382202148s, input_fired_time: 0.6055803895, output_fired_time: 0.4009009898, propagate_forward_time: 24.3777523041, propagate_backward_time: 35.6158180237, weight_update_time: 0.0751910061, other_time: 1.7381706238
epoch time: 6.9464435577s, input_fired_time: 0.0822379738, output_fired_time: 0.0000000000, propagate_forward_time: 6.4758954048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883099556
validation[          , genome  2880] predictions:    9643/  10000 (96.43%), best:    9662/10000 (96.62%), error:      1204.65503, best error:      1203.23181 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.9066696167s, input_fired_time: 0.6318948865, output_fired_time: 0.4247832000, propagate_forward_time: 26.3701744080, propagate_backward_time: 38.6391487122, weight_update_time: 0.0803351030, other_time: 1.8406677246
epoch time: 5.3479876518s, input_fired_time: 0.0694233701, output_fired_time: 0.0000000000, propagate_forward_time: 4.9627275467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158369064
validation[          , genome  2880] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1190.60315, best error:      1190.60315 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.9055137634s, input_fired_time: 0.6035734415, output_fired_time: 0.3990613520, propagate_forward_time: 24.4717254639, propagate_backward_time: 35.7166862488, weight_update_time: 0.0737836361, other_time: 1.7144660950
epoch time: 5.2183060646s, input_fired_time: 0.0668634623, output_fired_time: 0.0000000000, propagate_forward_time: 4.8458604813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055820465
validation[          , genome  2880] predictions:    9656/  10000 (96.56%), best:    9643/10000 (96.43%), error:      1192.71130, best error:      1190.60315 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.3158454895s, input_fired_time: 0.6058543324, output_fired_time: 0.4031021893, propagate_forward_time: 24.5244140625, propagate_backward_time: 36.0541152954, weight_update_time: 0.0749935880, other_time: 1.7283592224
epoch time: 5.2402715683s, input_fired_time: 0.0665282086, output_fired_time: 0.0000000000, propagate_forward_time: 4.8681101799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056330681
validation[          , genome  2880] predictions:    9524/  10000 (95.24%), best:    9643/10000 (96.43%), error:      1489.04309, best error:      1190.60315 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.5162963867s, input_fired_time: 0.6613816023, output_fired_time: 0.4441270530, propagate_forward_time: 28.2442874908, propagate_backward_time: 41.2206802368, weight_update_time: 0.0853105336, other_time: 1.9458160400
epoch time: 6.3472137451s, input_fired_time: 0.0791277736, output_fired_time: 0.0000000000, propagate_forward_time: 5.9046645164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634214401
validation[          , genome  2880] predictions:    9543/  10000 (95.43%), best:    9643/10000 (96.43%), error:      1506.31702, best error:      1190.60315 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.5623931885s, input_fired_time: 0.6358037591, output_fired_time: 0.4252149463, propagate_forward_time: 26.7030906677, propagate_backward_time: 38.9479141235, weight_update_time: 0.0806946978, other_time: 1.8503684998
epoch time: 5.3794946671s, input_fired_time: 0.0682320148, output_fired_time: 0.0000000000, propagate_forward_time: 4.9966592789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146033287
validation[          , genome  2880] predictions:    9563/  10000 (95.63%), best:    9643/10000 (96.43%), error:      1458.44519, best error:      1190.60315 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 69.8435821533s, input_fired_time: 0.6445347667, output_fired_time: 0.4344744682, propagate_forward_time: 27.2080326080, propagate_backward_time: 39.6923141479, weight_update_time: 0.0812257603, other_time: 1.8642349243
epoch time: 6.5400934219s, input_fired_time: 0.0797045976, output_fired_time: 0.0000000000, propagate_forward_time: 6.0928611755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675274849
validation[          , genome  2880] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1149.74622, best error:      1149.74622 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 77.3945617676s, input_fired_time: 0.6870863438, output_fired_time: 0.4719140530, propagate_forward_time: 30.1818351746, propagate_backward_time: 44.0325431824, weight_update_time: 0.0894411206, other_time: 2.0211791992
epoch time: 6.5194692612s, input_fired_time: 0.0786840245, output_fired_time: 0.0000000000, propagate_forward_time: 6.0757012367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650841713
validation[          , genome  2880] predictions:    9633/  10000 (96.33%), best:    9660/10000 (96.60%), error:      1260.60754, best error:      1149.74622 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.3380661011s, input_fired_time: 0.6587972641, output_fired_time: 0.4513367712, propagate_forward_time: 28.5486927032, propagate_backward_time: 41.7555007935, weight_update_time: 0.0848821923, other_time: 1.9237365723
epoch time: 5.1855840683s, input_fired_time: 0.0669048652, output_fired_time: 0.0000000000, propagate_forward_time: 4.8157801628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3028988838
validation[          , genome  2880] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1184.04785, best error:      1149.74622 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.1802520752s, input_fired_time: 0.6124359965, output_fired_time: 0.4070183635, propagate_forward_time: 25.0218849182, propagate_backward_time: 36.3936271667, weight_update_time: 0.0757518783, other_time: 1.7452888489
epoch time: 5.1182827950s, input_fired_time: 0.0677265897, output_fired_time: 0.0000000000, propagate_forward_time: 4.7495622635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009939194
validation[          , genome  2880] predictions:    9631/  10000 (96.31%), best:    9660/10000 (96.60%), error:      1280.01294, best error:      1149.74622 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.9758529663s, input_fired_time: 0.6317546368, output_fired_time: 0.4192869961, propagate_forward_time: 26.1070175171, propagate_backward_time: 37.9592437744, weight_update_time: 0.0789925903, other_time: 1.8585510254
epoch time: 5.0900464058s, input_fired_time: 0.0675364137, output_fired_time: 0.0000000000, propagate_forward_time: 4.7180919647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044180870
validation[          , genome  2880] predictions:    9588/  10000 (95.88%), best:    9660/10000 (96.60%), error:      1317.28967, best error:      1149.74622 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 69.7026901245s, input_fired_time: 0.6438947320, output_fired_time: 0.4341254234, propagate_forward_time: 27.0842189789, propagate_backward_time: 39.6421012878, weight_update_time: 0.0812878236, other_time: 1.8983421326
epoch time: 5.1924104691s, input_fired_time: 0.0681884065, output_fired_time: 0.0000000000, propagate_forward_time: 4.8161902428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080320358
validation[          , genome  2880] predictions:    9612/  10000 (96.12%), best:    9660/10000 (96.60%), error:      1320.47278, best error:      1149.74622 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.2939987183s, input_fired_time: 0.6404623389, output_fired_time: 0.4264191985, propagate_forward_time: 26.5115528107, propagate_backward_time: 38.8392601013, weight_update_time: 0.0799617544, other_time: 1.8763008118
epoch time: 6.2812829018s, input_fired_time: 0.0766888857, output_fired_time: 0.0000000000, propagate_forward_time: 5.8472189903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573751450
validation[          , genome  2880] predictions:    9606/  10000 (96.06%), best:    9660/10000 (96.60%), error:      1295.25598, best error:      1149.74622 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.2821426392s, input_fired_time: 0.6531143188, output_fired_time: 0.4490318000, propagate_forward_time: 27.7653846741, propagate_backward_time: 40.4967079163, weight_update_time: 0.0827469975, other_time: 1.9179077148
epoch time: 5.5094132423s, input_fired_time: 0.0693629310, output_fired_time: 0.0000000000, propagate_forward_time: 5.1220793724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179707527
validation[          , genome  2880] predictions:    9634/  10000 (96.34%), best:    9660/10000 (96.60%), error:      1237.01855, best error:      1149.74622 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.3847122192s, input_fired_time: 0.6205995679, output_fired_time: 0.4059314132, propagate_forward_time: 25.0939044952, propagate_backward_time: 36.5043067932, weight_update_time: 0.0753334016, other_time: 1.7599754333
epoch time: 5.3205523491s, input_fired_time: 0.0680904537, output_fired_time: 0.0000000000, propagate_forward_time: 4.9443945885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080673218
validation[          , genome  2880] predictions:    9621/  10000 (96.21%), best:    9660/10000 (96.60%), error:      1294.75769, best error:      1149.74622 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.8924331665s, input_fired_time: 0.6250624061, output_fired_time: 0.4124510884, propagate_forward_time: 25.6744594574, propagate_backward_time: 37.3564605713, weight_update_time: 0.0773718879, other_time: 1.8239974976
epoch time: 5.2837615013s, input_fired_time: 0.0682575330, output_fired_time: 0.0000000000, propagate_forward_time: 4.9081363678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073678017
validation[          , genome  2880] predictions:    9589/  10000 (95.89%), best:    9660/10000 (96.60%), error:      1378.36646, best error:      1149.74622 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.8011207581s, input_fired_time: 0.6151427031, output_fired_time: 0.4081098139, propagate_forward_time: 24.7709102631, propagate_backward_time: 36.2759666443, weight_update_time: 0.0747552067, other_time: 1.7309913635
epoch time: 5.3622894287s, input_fired_time: 0.0684224367, output_fired_time: 0.0000000000, propagate_forward_time: 4.9779210091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159461021
validation[          , genome  2880] predictions:    9602/  10000 (96.02%), best:    9660/10000 (96.60%), error:      1358.60571, best error:      1149.74622 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.8312759399s, input_fired_time: 0.6402136087, output_fired_time: 0.4239980280, propagate_forward_time: 26.4534168243, propagate_backward_time: 38.4676322937, weight_update_time: 0.0801239461, other_time: 1.8460197449
epoch time: 6.1316471100s, input_fired_time: 0.0749907866, output_fired_time: 0.0000000000, propagate_forward_time: 5.7088203430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478360176
validation[          , genome  2880] predictions:    9627/  10000 (96.27%), best:    9660/10000 (96.60%), error:      1287.49353, best error:      1149.74622 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.2641372681s, input_fired_time: 0.6519350410, output_fired_time: 0.4343831837, propagate_forward_time: 27.4665203094, propagate_backward_time: 39.8129272461, weight_update_time: 0.0824246258, other_time: 1.8983764648
epoch time: 5.3717827797s, input_fired_time: 0.0685796961, output_fired_time: 0.0000000000, propagate_forward_time: 4.9821677208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210353851
validation[          , genome  2880] predictions:    9641/  10000 (96.41%), best:    9660/10000 (96.60%), error:      1214.94812, best error:      1149.74622 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.8210220337s, input_fired_time: 0.6115247011, output_fired_time: 0.4029263854, propagate_forward_time: 24.7806949615, propagate_backward_time: 36.2550544739, weight_update_time: 0.0750666633, other_time: 1.7708168030
epoch time: 5.1316890717s, input_fired_time: 0.0668300986, output_fired_time: 0.0000000000, propagate_forward_time: 4.7681112289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967476845
validation[          , genome  2880] predictions:    9656/  10000 (96.56%), best:    9660/10000 (96.60%), error:      1168.05042, best error:      1149.74622 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.1570472717s, input_fired_time: 0.6135405302, output_fired_time: 0.3923804462, propagate_forward_time: 23.6570644379, propagate_backward_time: 34.7517700195, weight_update_time: 0.0742999986, other_time: 1.7422943115
epoch time: 4.9047598839s, input_fired_time: 0.0670602471, output_fired_time: 0.0000000000, propagate_forward_time: 4.5391244888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985749245
validation[          , genome  2880] predictions:    9637/  10000 (96.37%), best:    9660/10000 (96.60%), error:      1215.54834, best error:      1149.74622 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.0462608337s, input_fired_time: 0.6166852117, output_fired_time: 0.3952766061, propagate_forward_time: 23.9948120117, propagate_backward_time: 35.2803039551, weight_update_time: 0.0755108818, other_time: 1.7591857910
epoch time: 5.9050931931s, input_fired_time: 0.0772737637, output_fired_time: 0.0000000000, propagate_forward_time: 5.4760818481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517374992
validation[          , genome  2880] predictions:    9588/  10000 (95.88%), best:    9660/10000 (96.60%), error:      1397.95520, best error:      1149.74622 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 69.8367385864s, input_fired_time: 0.6503000855, output_fired_time: 0.4324203134, propagate_forward_time: 27.2316493988, propagate_backward_time: 39.6376762390, weight_update_time: 0.0826158598, other_time: 1.8846931458
epoch time: 6.6463427544s, input_fired_time: 0.0827513263, output_fired_time: 0.0000000000, propagate_forward_time: 6.1869177818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766736984
validation[          , genome  2880] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1271.84314, best error:      1149.74622 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.3330078125s, input_fired_time: 0.6423020363, output_fired_time: 0.4305494130, propagate_forward_time: 26.9619045258, propagate_backward_time: 39.4581642151, weight_update_time: 0.0807382986, other_time: 1.8400840759
epoch time: 5.2350063324s, input_fired_time: 0.0678609684, output_fired_time: 0.0000000000, propagate_forward_time: 4.8662877083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008575439
validation[          , genome  2880] predictions:    9629/  10000 (96.29%), best:    9660/10000 (96.60%), error:      1306.76465, best error:      1149.74622 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.4371643066s, input_fired_time: 0.6055743694, output_fired_time: 0.3958669007, propagate_forward_time: 24.2923164368, propagate_backward_time: 35.4540367126, weight_update_time: 0.0732638240, other_time: 1.6893692017
epoch time: 5.2857890129s, input_fired_time: 0.0678902194, output_fired_time: 0.0000000000, propagate_forward_time: 4.9108409882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070578575
validation[          , genome  2880] predictions:    9630/  10000 (96.30%), best:    9660/10000 (96.60%), error:      1255.31580, best error:      1149.74622 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.2897720337s, input_fired_time: 0.6392065287, output_fired_time: 0.4207102954, propagate_forward_time: 26.1806545258, propagate_backward_time: 38.2198524475, weight_update_time: 0.0793267265, other_time: 1.8293495178
epoch time: 4.8884401321s, input_fired_time: 0.0667766035, output_fired_time: 0.0000000000, propagate_forward_time: 4.5278315544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938318253
validation[          , genome  2880] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1267.16309, best error:      1149.74622 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.7244148254s, input_fired_time: 0.6005722880, output_fired_time: 0.3783372045, propagate_forward_time: 22.8703975677, propagate_backward_time: 33.1867828369, weight_update_time: 0.0724916980, other_time: 1.6883239746
epoch time: 4.9398860931s, input_fired_time: 0.0677326992, output_fired_time: 0.0000000000, propagate_forward_time: 4.5732946396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988586426
validation[          , genome  2880] predictions:    9631/  10000 (96.31%), best:    9660/10000 (96.60%), error:      1245.68860, best error:      1149.74622 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.4371528625s, input_fired_time: 0.6183149219, output_fired_time: 0.3963895738, propagate_forward_time: 24.2070369720, propagate_backward_time: 35.4653587341, weight_update_time: 0.0756786317, other_time: 1.7500495911
epoch time: 5.2174739838s, input_fired_time: 0.0709738433, output_fired_time: 0.0000000000, propagate_forward_time: 4.8334779739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130221367
validation[          , genome  2880] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1251.19226, best error:      1149.74622 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.8789596558s, input_fired_time: 0.6395931840, output_fired_time: 0.4140667021, propagate_forward_time: 25.6808032990, propagate_backward_time: 37.3182182312, weight_update_time: 0.0789569914, other_time: 1.8262748718
epoch time: 6.1069364548s, input_fired_time: 0.0755299330, output_fired_time: 0.0000000000, propagate_forward_time: 5.6832761765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481302261
validation[          , genome  2880] predictions:    9606/  10000 (96.06%), best:    9660/10000 (96.60%), error:      1324.53174, best error:      1149.74622 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.5320587158s, input_fired_time: 0.6575532556, output_fired_time: 0.4315602779, propagate_forward_time: 27.0273780823, propagate_backward_time: 39.4831657410, weight_update_time: 0.0828340054, other_time: 1.9324035645
epoch time: 5.6157455444s, input_fired_time: 0.0735468715, output_fired_time: 0.0000000000, propagate_forward_time: 5.2171974182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250012398
validation[          , genome  2880] predictions:    9646/  10000 (96.46%), best:    9660/10000 (96.60%), error:      1177.76086, best error:      1149.74622 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.5041542053s, input_fired_time: 0.6169188619, output_fired_time: 0.3997406065, propagate_forward_time: 24.6837635040, propagate_backward_time: 36.0599060059, weight_update_time: 0.0741680339, other_time: 1.7438201904
epoch time: 5.2851796150s, input_fired_time: 0.0689978153, output_fired_time: 0.0000000000, propagate_forward_time: 4.9072518349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089299202
validation[          , genome  2880] predictions:    9649/  10000 (96.49%), best:    9660/10000 (96.60%), error:      1226.63770, best error:      1149.74622 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.7739715576s, input_fired_time: 0.6232725382, output_fired_time: 0.4078813791, propagate_forward_time: 25.2663154602, propagate_backward_time: 36.7172241211, weight_update_time: 0.0753092244, other_time: 1.7592735291
epoch time: 5.6546807289s, input_fired_time: 0.0731442869, output_fired_time: 0.0000000000, propagate_forward_time: 5.2501106262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314256668
validation[          , genome  2880] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1240.73376, best error:      1149.74622 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.2325668335s, input_fired_time: 0.6413789392, output_fired_time: 0.4234587550, propagate_forward_time: 26.5491676331, propagate_backward_time: 38.7715301514, weight_update_time: 0.0796859860, other_time: 1.8470268250
epoch time: 5.4244389534s, input_fired_time: 0.0695207417, output_fired_time: 0.0000000000, propagate_forward_time: 5.0412898064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136281967
validation[          , genome  2880] predictions:    9613/  10000 (96.13%), best:    9660/10000 (96.60%), error:      1301.14966, best error:      1149.74622 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.9227027893s, input_fired_time: 0.6166745424, output_fired_time: 0.4012164772, propagate_forward_time: 24.8649349213, propagate_backward_time: 36.2804679871, weight_update_time: 0.0752577111, other_time: 1.7594108582
epoch time: 5.2229986191s, input_fired_time: 0.0685530528, output_fired_time: 0.0000000000, propagate_forward_time: 4.8485341072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059115410
validation[          , genome  2880] predictions:    9657/  10000 (96.57%), best:    9660/10000 (96.60%), error:      1157.73853, best error:      1149.74622 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.3287124634s, input_fired_time: 0.6309441328, output_fired_time: 0.4176676571, propagate_forward_time: 25.8057098389, propagate_backward_time: 37.6691093445, weight_update_time: 0.0777285993, other_time: 1.8052787781
epoch time: 6.5611262321s, input_fired_time: 0.0801495016, output_fired_time: 0.0000000000, propagate_forward_time: 6.1107101440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702664375
validation[          , genome  2880] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1393.51941, best error:      1149.74622 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.4097976685s, input_fired_time: 0.6855378151, output_fired_time: 0.4563032091, propagate_forward_time: 29.0496044159, propagate_backward_time: 42.2417297363, weight_update_time: 0.0862627774, other_time: 1.9766159058
epoch time: 5.4524116516s, input_fired_time: 0.0705958009, output_fired_time: 0.0000000000, propagate_forward_time: 5.0650610924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167548180
validation[          , genome  2880] predictions:    9625/  10000 (96.25%), best:    9660/10000 (96.60%), error:      1234.98694, best error:      1149.74622 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.3836898804s, input_fired_time: 0.6497591138, output_fired_time: 0.4286799431, propagate_forward_time: 27.0801296234, propagate_backward_time: 39.3469886780, weight_update_time: 0.0811996162, other_time: 1.8781318665
epoch time: 5.7950396538s, input_fired_time: 0.0761329979, output_fired_time: 0.0000000000, propagate_forward_time: 5.3813185692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375883102
validation[          , genome  2880] predictions:    9644/  10000 (96.44%), best:    9660/10000 (96.60%), error:      1192.84790, best error:      1149.74622 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 72.7302703857s, input_fired_time: 0.6669458151, output_fired_time: 0.4468861222, propagate_forward_time: 28.2810611725, propagate_backward_time: 41.4052581787, weight_update_time: 0.0851833895, other_time: 1.9301223755
epoch time: 4.9226374626s, input_fired_time: 0.0673971474, output_fired_time: 0.0000000000, propagate_forward_time: 4.5576553345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975850105
validation[          , genome  2880] predictions:    9665/  10000 (96.65%), best:    9660/10000 (96.60%), error:      1169.05701, best error:      1149.74622 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.4882888794s, input_fired_time: 0.6216427684, output_fired_time: 0.4079167545, propagate_forward_time: 25.0979290009, propagate_backward_time: 36.6004104614, weight_update_time: 0.0756389573, other_time: 1.7603912354
epoch time: 5.2406959534s, input_fired_time: 0.0685490668, output_fired_time: 0.0000000000, propagate_forward_time: 4.8668913841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052554131
validation[          , genome  2880] predictions:    9640/  10000 (96.40%), best:    9660/10000 (96.60%), error:      1245.86670, best error:      1149.74622 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.5150527954s, input_fired_time: 0.6154632568, output_fired_time: 0.4025543332, propagate_forward_time: 24.6710529327, propagate_backward_time: 36.1273994446, weight_update_time: 0.0741083622, other_time: 1.6985816956
epoch time: 5.1251811981s, input_fired_time: 0.0679770187, output_fired_time: 0.0000000000, propagate_forward_time: 4.7561097145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010945320
validation[          , genome  2880] predictions:    9655/  10000 (96.55%), best:    9660/10000 (96.60%), error:      1217.44629, best error:      1149.74622 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.4341506958s, input_fired_time: 0.6112769246, output_fired_time: 0.3968490958, propagate_forward_time: 24.2685146332, propagate_backward_time: 35.4697265625, weight_update_time: 0.0731354803, other_time: 1.6877822876
epoch time: 5.3024563789s, input_fired_time: 0.0699254870, output_fired_time: 0.0000000000, propagate_forward_time: 4.9282464981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042845726
validation[          , genome  2880] predictions:    9601/  10000 (96.01%), best:    9660/10000 (96.60%), error:      1335.38184, best error:      1149.74622 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 72.5620193481s, input_fired_time: 0.6815226078, output_fired_time: 0.4464385509, propagate_forward_time: 28.3359699249, propagate_backward_time: 41.1189994812, weight_update_time: 0.0866464674, other_time: 1.9790840149
epoch time: 6.9567103386s, input_fired_time: 0.0872181654, output_fired_time: 0.0000000000, propagate_forward_time: 6.4775762558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919157982
validation[          , genome  2880] predictions:    9638/  10000 (96.38%), best:    9660/10000 (96.60%), error:      1216.64087, best error:      1149.74622 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.3949890137s, input_fired_time: 0.6459375620, output_fired_time: 0.4176432490, propagate_forward_time: 25.7034416199, propagate_backward_time: 37.7675552368, weight_update_time: 0.0806903914, other_time: 1.8604164124
epoch time: 6.9505372047s, input_fired_time: 0.0843883231, output_fired_time: 0.0000000000, propagate_forward_time: 6.4800348282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861141205
validation[          , genome  2880] predictions:    9620/  10000 (96.20%), best:    9660/10000 (96.60%), error:      1280.30432, best error:      1149.74622 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.8807296753s, input_fired_time: 0.6846376061, output_fired_time: 0.4575173855, propagate_forward_time: 29.0989398956, propagate_backward_time: 42.6562309265, weight_update_time: 0.0869862139, other_time: 1.9834022522
epoch time: 6.7755117416s, input_fired_time: 0.0832297951, output_fired_time: 0.0000000000, propagate_forward_time: 6.3135972023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786845207
validation[          , genome  2880] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1265.74451, best error:      1149.74622 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 70.6664886475s, input_fired_time: 0.6683186889, output_fired_time: 0.4414628148, propagate_forward_time: 27.4523754120, propagate_backward_time: 40.1876220703, weight_update_time: 0.0836315900, other_time: 1.9167098999
epoch time: 5.2058420181s, input_fired_time: 0.0700829998, output_fired_time: 0.0000000000, propagate_forward_time: 4.8330221176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027367592
validation[          , genome  2880] predictions:    9636/  10000 (96.36%), best:    9660/10000 (96.60%), error:      1242.29480, best error:      1149.74622 on epoch:    62, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 29.2143898010s, input_fired_time: 0.3675868511, output_fired_time: 0.0000000000, propagate_forward_time: 27.1403789520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7064247131
best training[          , genome  2880] predictions:   48996/  50000 (97.99%), best:    9660/10000 (96.60%), error:      3648.19458, best error:      1149.74622 on epoch:    62, 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: 6.9678525925s, input_fired_time: 0.0816535726, output_fired_time: 0.0000000000, propagate_forward_time: 6.4820699692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041290283
   testing[          , genome  2880] predictions:    9688/  10000 (96.88%), best:    9660/10000 (96.60%), error:      1036.49402, best error:      1149.74622 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:07:13 (36256): called boinc_finish(0)

</stderr_txt>
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