Nameexact_genome_1512568488_44_3242_0
Workunit2587490
Created7 Dec 2017, 3:46:00 UTC
Sent7 Dec 2017, 3:53:52 UTC
Report deadline10 Dec 2017, 22:30:47 UTC
Received7 Dec 2017, 5:49:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 55 min 16 sec
CPU time1 hours 55 min 13 sec
Validate stateValid
Credit943.91
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.93 MB
Peak swap size152.43 MB
Peak disk usage1.61 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0651638657, output_fired_time: 0.0000000000, propagate_forward_time: 4.7498097420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880934715
validation[          , genome  3242] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1477.50256, best error:      1477.50256 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.1602172852s, input_fired_time: 0.5313072205, output_fired_time: 0.4966973066, propagate_forward_time: 23.9558467865, propagate_backward_time: 36.0169487000, weight_update_time: 0.1150347516, other_time: 2.1594200134
epoch time: 5.2458248138s, input_fired_time: 0.0663508773, output_fired_time: 0.0000000000, propagate_forward_time: 4.7918348312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876390457
validation[          , genome  3242] predictions:    9502/  10000 (95.02%), best:    9575/10000 (95.75%), error:      1653.27808, best error:      1477.50256 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.9020881653s, input_fired_time: 0.5405200124, output_fired_time: 0.4945208430, propagate_forward_time: 23.8508682251, propagate_backward_time: 35.8039169312, weight_update_time: 0.1167204008, other_time: 2.2122612000
epoch time: 5.2193107605s, input_fired_time: 0.0658032969, output_fired_time: 0.0000000000, propagate_forward_time: 4.7570090294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964982033
validation[          , genome  3242] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1356.41919, best error:      1356.41919 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.7768898010s, input_fired_time: 0.5388579965, output_fired_time: 0.4913743734, propagate_forward_time: 23.7865066528, propagate_backward_time: 35.7399635315, weight_update_time: 0.1162863895, other_time: 2.2201881409
epoch time: 5.2247924805s, input_fired_time: 0.0667032748, output_fired_time: 0.0000000000, propagate_forward_time: 4.7620849609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960042000
validation[          , genome  3242] predictions:    9547/  10000 (95.47%), best:    9607/10000 (96.07%), error:      1556.28674, best error:      1356.41919 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.8345375061s, input_fired_time: 0.5391681194, output_fired_time: 0.4930633903, propagate_forward_time: 23.7862911224, propagate_backward_time: 35.7995376587, weight_update_time: 0.1170683727, other_time: 2.2164764404
epoch time: 5.2270374298s, input_fired_time: 0.0667122602, output_fired_time: 0.0000000000, propagate_forward_time: 4.7639312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963937759
validation[          , genome  3242] predictions:    9539/  10000 (95.39%), best:    9607/10000 (96.07%), error:      1568.79529, best error:      1356.41919 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.0673217773s, input_fired_time: 0.5364533067, output_fired_time: 0.4965947568, propagate_forward_time: 23.8997802734, propagate_backward_time: 35.9544410706, weight_update_time: 0.1172470003, other_time: 2.1800537109
epoch time: 5.2414021492s, input_fired_time: 0.0655816197, output_fired_time: 0.0000000000, propagate_forward_time: 4.7786560059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971643448
validation[          , genome  3242] predictions:    9561/  10000 (95.61%), best:    9607/10000 (96.07%), error:      1493.40515, best error:      1356.41919 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.7272758484s, input_fired_time: 0.5359448791, output_fired_time: 0.4914005995, propagate_forward_time: 23.7824096680, propagate_backward_time: 35.7075843811, weight_update_time: 0.1172089130, other_time: 2.2099342346
epoch time: 5.2220497131s, input_fired_time: 0.0665029883, output_fired_time: 0.0000000000, propagate_forward_time: 4.7590522766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964943886
validation[          , genome  3242] predictions:    9553/  10000 (95.53%), best:    9607/10000 (96.07%), error:      1474.95483, best error:      1356.41919 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.1007919312s, input_fired_time: 0.5409178734, output_fired_time: 0.4987911880, propagate_forward_time: 23.9032802582, propagate_backward_time: 35.9452629089, weight_update_time: 0.1157314777, other_time: 2.2125434875
epoch time: 5.2397751808s, input_fired_time: 0.0666054487, output_fired_time: 0.0000000000, propagate_forward_time: 4.7790966034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940730095
validation[          , genome  3242] predictions:    9555/  10000 (95.55%), best:    9607/10000 (96.07%), error:      1463.21191, best error:      1356.41919 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.7925872803s, input_fired_time: 0.5332219601, output_fired_time: 0.4943437576, propagate_forward_time: 23.8509483337, propagate_backward_time: 35.7708816528, weight_update_time: 0.1151322052, other_time: 2.1431922913
epoch time: 5.2321324348s, input_fired_time: 0.0657930374, output_fired_time: 0.0000000000, propagate_forward_time: 4.7762112617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901281357
validation[          , genome  3242] predictions:    9520/  10000 (95.20%), best:    9607/10000 (96.07%), error:      1584.29651, best error:      1356.41919 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.7148513794s, input_fired_time: 0.5303085446, output_fired_time: 0.4940501750, propagate_forward_time: 23.7641849518, propagate_backward_time: 35.7853202820, weight_update_time: 0.1158113107, other_time: 2.1409873962
epoch time: 5.2075824738s, input_fired_time: 0.0658558458, output_fired_time: 0.0000000000, propagate_forward_time: 4.7563486099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853778839
validation[          , genome  3242] predictions:    9580/  10000 (95.80%), best:    9607/10000 (96.07%), error:      1422.57861, best error:      1356.41919 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.1437492371s, input_fired_time: 0.5344403386, output_fired_time: 0.4962057769, propagate_forward_time: 23.9361228943, propagate_backward_time: 36.0163764954, weight_update_time: 0.1160351783, other_time: 2.1606063843
epoch time: 5.2430324554s, input_fired_time: 0.0665866956, output_fired_time: 0.0000000000, propagate_forward_time: 4.7872080803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892378807
validation[          , genome  3242] predictions:    9569/  10000 (95.69%), best:    9607/10000 (96.07%), error:      1487.82703, best error:      1356.41919 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7060012817s, input_fired_time: 0.5372202992, output_fired_time: 0.4946025610, propagate_forward_time: 23.7219676971, propagate_backward_time: 35.7505607605, weight_update_time: 0.1148529500, other_time: 2.2016487122
epoch time: 5.2493872643s, input_fired_time: 0.0663525835, output_fired_time: 0.0000000000, propagate_forward_time: 4.7869334221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961014748
validation[          , genome  3242] predictions:    9579/  10000 (95.79%), best:    9607/10000 (96.07%), error:      1369.73804, best error:      1356.41919 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.5701828003s, input_fired_time: 0.5322169662, output_fired_time: 0.4956388474, propagate_forward_time: 23.7487239838, propagate_backward_time: 35.6484756470, weight_update_time: 0.1134517640, other_time: 2.1451263428
epoch time: 5.1869997978s, input_fired_time: 0.0659980625, output_fired_time: 0.0000000000, propagate_forward_time: 4.7331247330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878769875
validation[          , genome  3242] predictions:    9589/  10000 (95.89%), best:    9607/10000 (96.07%), error:      1377.68201, best error:      1356.41919 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.4661712646s, input_fired_time: 0.5358956456, output_fired_time: 0.4943404198, propagate_forward_time: 23.6875648499, propagate_backward_time: 35.5384750366, weight_update_time: 0.1155003533, other_time: 2.2098960876
epoch time: 5.2199902534s, input_fired_time: 0.0675324202, output_fired_time: 0.0000000000, propagate_forward_time: 4.7559227943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965349197
validation[          , genome  3242] predictions:    9544/  10000 (95.44%), best:    9607/10000 (96.07%), error:      1485.59448, best error:      1356.41919 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.7269020081s, input_fired_time: 0.5328276753, output_fired_time: 0.4972394705, propagate_forward_time: 23.7322216034, propagate_backward_time: 35.8206825256, weight_update_time: 0.1150206998, other_time: 2.1439323425
epoch time: 5.2014036179s, input_fired_time: 0.0675828457, output_fired_time: 0.0000000000, propagate_forward_time: 4.7506508827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831696510
validation[          , genome  3242] predictions:    9592/  10000 (95.92%), best:    9607/10000 (96.07%), error:      1386.07178, best error:      1356.41919 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.7967567444s, input_fired_time: 0.5320034027, output_fired_time: 0.4977960587, propagate_forward_time: 23.7005977631, propagate_backward_time: 35.9069442749, weight_update_time: 0.1153436378, other_time: 2.1594161987
epoch time: 5.2110648155s, input_fired_time: 0.0663569048, output_fired_time: 0.0000000000, propagate_forward_time: 4.7561821938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885254860
validation[          , genome  3242] predictions:    9415/  10000 (94.15%), best:    9607/10000 (96.07%), error:      1876.16235, best error:      1356.41919 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.8653221130s, input_fired_time: 0.5327367783, output_fired_time: 0.4965673089, propagate_forward_time: 23.7404766083, propagate_backward_time: 35.9287528992, weight_update_time: 0.1154977754, other_time: 2.1667900085
epoch time: 5.2433366776s, input_fired_time: 0.0669912100, output_fired_time: 0.0000000000, propagate_forward_time: 4.7886223793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877229691
validation[          , genome  3242] predictions:    9557/  10000 (95.57%), best:    9607/10000 (96.07%), error:      1487.84949, best error:      1356.41919 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.7993774414s, input_fired_time: 0.5369533896, output_fired_time: 0.4934854507, propagate_forward_time: 23.7843570709, propagate_backward_time: 35.7863311768, weight_update_time: 0.1159411818, other_time: 2.1982498169
epoch time: 5.2449579239s, input_fired_time: 0.0669489503, output_fired_time: 0.0000000000, propagate_forward_time: 4.7913827896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866262436
validation[          , genome  3242] predictions:    9558/  10000 (95.58%), best:    9607/10000 (96.07%), error:      1441.34143, best error:      1356.41919 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.6764335632s, input_fired_time: 0.5393897891, output_fired_time: 0.4924949408, propagate_forward_time: 23.7250156403, propagate_backward_time: 35.7122802734, weight_update_time: 0.1168933362, other_time: 2.2072525024
epoch time: 5.2352089882s, input_fired_time: 0.0666460767, output_fired_time: 0.0000000000, propagate_forward_time: 4.7728981972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956646919
validation[          , genome  3242] predictions:    9580/  10000 (95.80%), best:    9607/10000 (96.07%), error:      1359.12646, best error:      1356.41919 on epoch:    16, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.0576782227s, input_fired_time: 0.5407944918, output_fired_time: 0.4972850978, propagate_forward_time: 23.8854255676, propagate_backward_time: 35.9218101501, weight_update_time: 0.1175485775, other_time: 2.2123641968
epoch time: 5.1806807518s, input_fired_time: 0.0657942891, output_fired_time: 0.0000000000, propagate_forward_time: 4.7289519310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859343529
validation[          , genome  3242] predictions:    9503/  10000 (95.03%), best:    9607/10000 (96.07%), error:      1535.96655, best error:      1356.41919 on epoch:    16, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.9380455017s, input_fired_time: 0.5434668660, output_fired_time: 0.4948431253, propagate_forward_time: 23.8641719818, propagate_backward_time: 35.8220748901, weight_update_time: 0.1170539185, other_time: 2.2134857178
epoch time: 5.2178173065s, input_fired_time: 0.0663564503, output_fired_time: 0.0000000000, propagate_forward_time: 4.7561559677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953046799
validation[          , genome  3242] predictions:    9517/  10000 (95.17%), best:    9607/10000 (96.07%), error:      1550.26733, best error:      1356.41919 on epoch:    16, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.1436309814s, input_fired_time: 0.5418042541, output_fired_time: 0.4974293709, propagate_forward_time: 23.9217987061, propagate_backward_time: 35.9699783325, weight_update_time: 0.1164690629, other_time: 2.2126197815
epoch time: 5.2573714256s, input_fired_time: 0.0670531467, output_fired_time: 0.0000000000, propagate_forward_time: 4.7944698334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958482742
validation[          , genome  3242] predictions:    9515/  10000 (95.15%), best:    9607/10000 (96.07%), error:      1587.62927, best error:      1356.41919 on epoch:    16, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.6288566589s, input_fired_time: 0.5365016460, output_fired_time: 0.4923314452, propagate_forward_time: 23.7451190948, propagate_backward_time: 35.6865043640, weight_update_time: 0.1152436063, other_time: 2.1683998108
epoch time: 5.1899280548s, input_fired_time: 0.0652121007, output_fired_time: 0.0000000000, propagate_forward_time: 4.7360377312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886780739
validation[          , genome  3242] predictions:    9513/  10000 (95.13%), best:    9607/10000 (96.07%), error:      1579.63745, best error:      1356.41919 on epoch:    16, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.5921211243s, input_fired_time: 0.5420513749, output_fired_time: 0.4958282709, propagate_forward_time: 23.6880760193, propagate_backward_time: 35.6519203186, weight_update_time: 0.1156541258, other_time: 2.2142448425
epoch time: 5.1985650063s, input_fired_time: 0.0661390126, output_fired_time: 0.0000000000, propagate_forward_time: 4.7399296761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924961090
validation[          , genome  3242] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1295.39380, best error:      1295.39380 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.6480255127s, input_fired_time: 0.5352638960, output_fired_time: 0.4946016371, propagate_forward_time: 23.7440128326, propagate_backward_time: 35.7247886658, weight_update_time: 0.1148341224, other_time: 2.1493568420
epoch time: 5.2079730034s, input_fired_time: 0.0663347170, output_fired_time: 0.0000000000, propagate_forward_time: 4.7559599876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856782913
validation[          , genome  3242] predictions:    9609/  10000 (96.09%), best:    9630/10000 (96.30%), error:      1315.77429, best error:      1295.39380 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.5665092468s, input_fired_time: 0.5348855853, output_fired_time: 0.4894061983, propagate_forward_time: 23.7967681885, propagate_backward_time: 35.5927200317, weight_update_time: 0.1151069179, other_time: 2.1527290344
epoch time: 5.2421050072s, input_fired_time: 0.0676639676, output_fired_time: 0.0000000000, propagate_forward_time: 4.7868723869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875684738
validation[          , genome  3242] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1254.31274, best error:      1254.31274 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.6781806946s, input_fired_time: 0.5343608856, output_fired_time: 0.4953305721, propagate_forward_time: 23.7773990631, propagate_backward_time: 35.7231826782, weight_update_time: 0.1153358892, other_time: 2.1479110718
epoch time: 5.1991257668s, input_fired_time: 0.0673781931, output_fired_time: 0.0000000000, propagate_forward_time: 4.7444152832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873324394
validation[          , genome  3242] predictions:    9506/  10000 (95.06%), best:    9628/10000 (96.28%), error:      1676.78711, best error:      1254.31274 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.7360801697s, input_fired_time: 0.5499135852, output_fired_time: 0.4941160679, propagate_forward_time: 23.7768478394, propagate_backward_time: 35.6976432800, weight_update_time: 0.1188009530, other_time: 2.2175559998
epoch time: 5.2373209000s, input_fired_time: 0.0675977618, output_fired_time: 0.0000000000, propagate_forward_time: 4.7709188461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988041878
validation[          , genome  3242] predictions:    9634/  10000 (96.34%), best:    9628/10000 (96.28%), error:      1264.12390, best error:      1254.31274 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.9895057678s, input_fired_time: 0.5414528847, output_fired_time: 0.4947760701, propagate_forward_time: 23.8429756165, propagate_backward_time: 35.9019279480, weight_update_time: 0.1167314872, other_time: 2.2083702087
epoch time: 5.2346944809s, input_fired_time: 0.0679523274, output_fired_time: 0.0000000000, propagate_forward_time: 4.7723355293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944067955
validation[          , genome  3242] predictions:    9587/  10000 (95.87%), best:    9628/10000 (96.28%), error:      1357.97314, best error:      1254.31274 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.7697525024s, input_fired_time: 0.5396609902, output_fired_time: 0.4948665202, propagate_forward_time: 23.7694759369, propagate_backward_time: 35.7870407104, weight_update_time: 0.1148127094, other_time: 2.1787109375
epoch time: 5.2274665833s, input_fired_time: 0.0666080713, output_fired_time: 0.0000000000, propagate_forward_time: 4.7643165588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965420723
validation[          , genome  3242] predictions:    9579/  10000 (95.79%), best:    9628/10000 (96.28%), error:      1427.29272, best error:      1254.31274 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.2752380371s, input_fired_time: 0.5476616025, output_fired_time: 0.4975688457, propagate_forward_time: 23.9473514557, propagate_backward_time: 36.0650634766, weight_update_time: 0.1171500161, other_time: 2.2175903320
epoch time: 5.2589788437s, input_fired_time: 0.0680872723, output_fired_time: 0.0000000000, propagate_forward_time: 4.7945442200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963475227
validation[          , genome  3242] predictions:    9602/  10000 (96.02%), best:    9628/10000 (96.28%), error:      1337.02417, best error:      1254.31274 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.9024505615s, input_fired_time: 0.5403029919, output_fired_time: 0.4957143664, propagate_forward_time: 23.8288459778, propagate_backward_time: 35.8601264954, weight_update_time: 0.1153345928, other_time: 2.1774597168
epoch time: 5.1990585327s, input_fired_time: 0.0665768757, output_fired_time: 0.0000000000, propagate_forward_time: 4.7464499474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860316277
validation[          , genome  3242] predictions:    9580/  10000 (95.80%), best:    9628/10000 (96.28%), error:      1379.42444, best error:      1254.31274 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.5378952026s, input_fired_time: 0.5477381349, output_fired_time: 0.4925153852, propagate_forward_time: 23.5937557220, propagate_backward_time: 35.6982841492, weight_update_time: 0.1166103557, other_time: 2.2056007385
epoch time: 5.1817679405s, input_fired_time: 0.0681462288, output_fired_time: 0.0000000000, propagate_forward_time: 4.7172412872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963804245
validation[          , genome  3242] predictions:    9599/  10000 (95.99%), best:    9628/10000 (96.28%), error:      1383.34448, best error:      1254.31274 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 62.7450103760s, input_fired_time: 0.5396357179, output_fired_time: 0.4951931536, propagate_forward_time: 23.7960147858, propagate_backward_time: 35.7506942749, weight_update_time: 0.1151843295, other_time: 2.1634750366
epoch time: 5.1937522888s, input_fired_time: 0.0673918650, output_fired_time: 0.0000000000, propagate_forward_time: 4.7390542030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873062134
validation[          , genome  3242] predictions:    9633/  10000 (96.33%), best:    9628/10000 (96.28%), error:      1257.09717, best error:      1254.31274 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.7583656311s, input_fired_time: 0.5352233052, output_fired_time: 0.4909937680, propagate_forward_time: 23.8360748291, propagate_backward_time: 35.7343673706, weight_update_time: 0.1146187037, other_time: 2.1617050171
epoch time: 5.2029943466s, input_fired_time: 0.0673431605, output_fired_time: 0.0000000000, propagate_forward_time: 4.7523398399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833112717
validation[          , genome  3242] predictions:    9613/  10000 (96.13%), best:    9628/10000 (96.28%), error:      1281.64563, best error:      1254.31274 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.8341484070s, input_fired_time: 0.5394290090, output_fired_time: 0.4935294986, propagate_forward_time: 23.7883644104, propagate_backward_time: 35.8036003113, weight_update_time: 0.1166246757, other_time: 2.2092247009
epoch time: 5.2179398537s, input_fired_time: 0.0671052635, output_fired_time: 0.0000000000, propagate_forward_time: 4.7577748299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930597305
validation[          , genome  3242] predictions:    9580/  10000 (95.80%), best:    9628/10000 (96.28%), error:      1371.91980, best error:      1254.31274 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.8761749268s, input_fired_time: 0.5470457077, output_fired_time: 0.4949120283, propagate_forward_time: 23.8757839203, propagate_backward_time: 35.7392005920, weight_update_time: 0.1168407872, other_time: 2.2192344666
epoch time: 5.2210969925s, input_fired_time: 0.0675153285, output_fired_time: 0.0000000000, propagate_forward_time: 4.7560091019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975725174
validation[          , genome  3242] predictions:    9609/  10000 (96.09%), best:    9628/10000 (96.28%), error:      1315.11060, best error:      1254.31274 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.2630081177s, input_fired_time: 0.5465301275, output_fired_time: 0.4971965551, propagate_forward_time: 23.9625377655, propagate_backward_time: 36.0427551270, weight_update_time: 0.1154875532, other_time: 2.2139892578
epoch time: 5.2643222809s, input_fired_time: 0.0681735873, output_fired_time: 0.0000000000, propagate_forward_time: 4.8003282547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958206177
validation[          , genome  3242] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1207.96960, best error:      1207.96960 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.0797462463s, input_fired_time: 0.5449838638, output_fired_time: 0.4972214699, propagate_forward_time: 23.8863563538, propagate_backward_time: 35.9419860840, weight_update_time: 0.1160308272, other_time: 2.2091979980
epoch time: 5.1699390411s, input_fired_time: 0.0672218874, output_fired_time: 0.0000000000, propagate_forward_time: 4.7181401253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845767975
validation[          , genome  3242] predictions:    9613/  10000 (96.13%), best:    9642/10000 (96.42%), error:      1276.95703, best error:      1207.96960 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.0222434998s, input_fired_time: 0.5427165627, output_fired_time: 0.4988090992, propagate_forward_time: 23.8880138397, propagate_backward_time: 35.9090423584, weight_update_time: 0.1150822043, other_time: 2.1836624146
epoch time: 5.1850709915s, input_fired_time: 0.0668575019, output_fired_time: 0.0000000000, propagate_forward_time: 4.7320466042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861670494
validation[          , genome  3242] predictions:    9576/  10000 (95.76%), best:    9642/10000 (96.42%), error:      1431.91394, best error:      1207.96960 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.0635757446s, input_fired_time: 0.5474421978, output_fired_time: 0.4953056574, propagate_forward_time: 23.8957023621, propagate_backward_time: 35.9164581299, weight_update_time: 0.1169047430, other_time: 2.2086677551
epoch time: 5.2460684776s, input_fired_time: 0.0682244003, output_fired_time: 0.0000000000, propagate_forward_time: 4.7810864449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967576027
validation[          , genome  3242] predictions:    9624/  10000 (96.24%), best:    9642/10000 (96.42%), error:      1279.32727, best error:      1207.96960 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.5897750854s, input_fired_time: 0.5458116531, output_fired_time: 0.4902518094, propagate_forward_time: 23.6416492462, propagate_backward_time: 35.7038955688, weight_update_time: 0.1156640202, other_time: 2.2081680298
epoch time: 5.1941404343s, input_fired_time: 0.0681385398, output_fired_time: 0.0000000000, propagate_forward_time: 4.7330975533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929042816
validation[          , genome  3242] predictions:    9518/  10000 (95.18%), best:    9642/10000 (96.42%), error:      1646.28943, best error:      1207.96960 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.6725463867s, input_fired_time: 0.5418015122, output_fired_time: 0.4931065738, propagate_forward_time: 23.8249053955, propagate_backward_time: 35.6536445618, weight_update_time: 0.1151342243, other_time: 2.1590881348
epoch time: 5.2232136726s, input_fired_time: 0.0681530535, output_fired_time: 0.0000000000, propagate_forward_time: 4.7643795013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906812668
validation[          , genome  3242] predictions:    9626/  10000 (96.26%), best:    9642/10000 (96.42%), error:      1252.32800, best error:      1207.96960 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.7453422546s, input_fired_time: 0.5418931246, output_fired_time: 0.4961243272, propagate_forward_time: 23.7516212463, propagate_backward_time: 35.8000450134, weight_update_time: 0.1139237583, other_time: 2.1556587219
epoch time: 5.1771430969s, input_fired_time: 0.0675964430, output_fired_time: 0.0000000000, propagate_forward_time: 4.7231864929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863601685
validation[          , genome  3242] predictions:    9512/  10000 (95.12%), best:    9642/10000 (96.42%), error:      1616.53577, best error:      1207.96960 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.9210128784s, input_fired_time: 0.5477214456, output_fired_time: 0.4945755601, propagate_forward_time: 23.8372383118, propagate_backward_time: 35.8367729187, weight_update_time: 0.1170128211, other_time: 2.2047042847
epoch time: 5.2205777168s, input_fired_time: 0.0689317510, output_fired_time: 0.0000000000, propagate_forward_time: 4.7565217018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951244354
validation[          , genome  3242] predictions:    9565/  10000 (95.65%), best:    9642/10000 (96.42%), error:      1457.95227, best error:      1207.96960 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.9301948547s, input_fired_time: 0.5493017435, output_fired_time: 0.4965695739, propagate_forward_time: 23.8268718719, propagate_backward_time: 35.8494033813, weight_update_time: 0.1153687984, other_time: 2.2080459595
epoch time: 5.1871299744s, input_fired_time: 0.0674337223, output_fired_time: 0.0000000000, propagate_forward_time: 4.7315711975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881249428
validation[          , genome  3242] predictions:    9589/  10000 (95.89%), best:    9642/10000 (96.42%), error:      1352.52747, best error:      1207.96960 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 62.9018592834s, input_fired_time: 0.5478737354, output_fired_time: 0.4950402081, propagate_forward_time: 23.8515377045, propagate_backward_time: 35.8059921265, weight_update_time: 0.1155916974, other_time: 2.2014160156
epoch time: 5.2186565399s, input_fired_time: 0.0677135289, output_fired_time: 0.0000000000, propagate_forward_time: 4.7536621094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972806931
validation[          , genome  3242] predictions:    9573/  10000 (95.73%), best:    9642/10000 (96.42%), error:      1473.80371, best error:      1207.96960 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.8390388489s, input_fired_time: 0.5443989635, output_fired_time: 0.4949496984, propagate_forward_time: 23.7125263214, propagate_backward_time: 35.8765373230, weight_update_time: 0.1160808504, other_time: 2.2106285095
epoch time: 5.1912870407s, input_fired_time: 0.0692299083, output_fired_time: 0.0000000000, propagate_forward_time: 4.7252249718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968319893
validation[          , genome  3242] predictions:    9652/  10000 (96.52%), best:    9642/10000 (96.42%), error:      1218.76868, best error:      1207.96960 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 62.8036117554s, input_fired_time: 0.5411310196, output_fired_time: 0.4945911169, propagate_forward_time: 23.7815017700, propagate_backward_time: 35.8386268616, weight_update_time: 0.1155679151, other_time: 2.1477622986
epoch time: 5.2054820061s, input_fired_time: 0.0684025064, output_fired_time: 0.0000000000, propagate_forward_time: 4.7522025108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848772049
validation[          , genome  3242] predictions:    9641/  10000 (96.41%), best:    9642/10000 (96.42%), error:      1254.22107, best error:      1207.96960 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.9411010742s, input_fired_time: 0.5460212827, output_fired_time: 0.4912140369, propagate_forward_time: 23.7860164642, propagate_backward_time: 35.9131317139, weight_update_time: 0.1165045723, other_time: 2.2047195435
epoch time: 5.2194409370s, input_fired_time: 0.0677310079, output_fired_time: 0.0000000000, propagate_forward_time: 4.7572932243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944168091
validation[          , genome  3242] predictions:    9610/  10000 (96.10%), best:    9642/10000 (96.42%), error:      1277.41931, best error:      1207.96960 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.1500587463s, input_fired_time: 0.5427138805, output_fired_time: 0.4970465004, propagate_forward_time: 23.9814777374, propagate_backward_time: 35.9677009583, weight_update_time: 0.1152217984, other_time: 2.1611213684
epoch time: 5.2380418777s, input_fired_time: 0.0674192160, output_fired_time: 0.0000000000, propagate_forward_time: 4.7824411392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881816864
validation[          , genome  3242] predictions:    9576/  10000 (95.76%), best:    9642/10000 (96.42%), error:      1375.67773, best error:      1207.96960 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.7732887268s, input_fired_time: 0.5376521945, output_fired_time: 0.4937486947, propagate_forward_time: 23.8401298523, propagate_backward_time: 35.7507858276, weight_update_time: 0.1143774614, other_time: 2.1509742737
epoch time: 5.2131137848s, input_fired_time: 0.0678083599, output_fired_time: 0.0000000000, propagate_forward_time: 4.7586760521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866295815
validation[          , genome  3242] predictions:    9601/  10000 (96.01%), best:    9642/10000 (96.42%), error:      1331.96240, best error:      1207.96960 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.5849685669s, input_fired_time: 0.5406899452, output_fired_time: 0.4948793650, propagate_forward_time: 23.7266902924, propagate_backward_time: 35.6866645813, weight_update_time: 0.1139797419, other_time: 2.1360435486
epoch time: 5.1890568733s, input_fired_time: 0.0674998984, output_fired_time: 0.0000000000, propagate_forward_time: 4.7348370552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867197037
validation[          , genome  3242] predictions:    9595/  10000 (95.95%), best:    9642/10000 (96.42%), error:      1352.12659, best error:      1207.96960 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.9567260742s, input_fired_time: 0.5460128784, output_fired_time: 0.4938695133, propagate_forward_time: 23.8462581635, propagate_backward_time: 35.9000854492, weight_update_time: 0.1158475801, other_time: 2.1705017090
epoch time: 5.2420992851s, input_fired_time: 0.0682973936, output_fired_time: 0.0000000000, propagate_forward_time: 4.7847118378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890900612
validation[          , genome  3242] predictions:    9608/  10000 (96.08%), best:    9642/10000 (96.42%), error:      1289.52051, best error:      1207.96960 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.9921646118s, input_fired_time: 0.5478938818, output_fired_time: 0.4926950336, propagate_forward_time: 23.8544254303, propagate_backward_time: 35.9042091370, weight_update_time: 0.1156520098, other_time: 2.1929435730
epoch time: 5.1993284225s, input_fired_time: 0.0680633560, output_fired_time: 0.0000000000, propagate_forward_time: 4.7404646873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908004761
validation[          , genome  3242] predictions:    9633/  10000 (96.33%), best:    9642/10000 (96.42%), error:      1297.15161, best error:      1207.96960 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.5213394165s, input_fired_time: 0.5391033888, output_fired_time: 0.4901711941, propagate_forward_time: 23.7144203186, propagate_backward_time: 35.6407241821, weight_update_time: 0.1148591563, other_time: 2.1369209290
epoch time: 5.1966786385s, input_fired_time: 0.0680757090, output_fired_time: 0.0000000000, propagate_forward_time: 4.7446341515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839688301
validation[          , genome  3242] predictions:    9592/  10000 (95.92%), best:    9642/10000 (96.42%), error:      1363.14893, best error:      1207.96960 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.7624244690s, input_fired_time: 0.5411302447, output_fired_time: 0.4935809970, propagate_forward_time: 23.7922878265, propagate_backward_time: 35.7842636108, weight_update_time: 0.1159172282, other_time: 2.1511611938
epoch time: 5.1824398041s, input_fired_time: 0.0674213171, output_fired_time: 0.0000000000, propagate_forward_time: 4.7289466858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860716820
validation[          , genome  3242] predictions:    9574/  10000 (95.74%), best:    9642/10000 (96.42%), error:      1423.81836, best error:      1207.96960 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.0504379272s, input_fired_time: 0.5499843359, output_fired_time: 0.4949333668, propagate_forward_time: 23.8862361908, propagate_backward_time: 35.9155235291, weight_update_time: 0.1167629138, other_time: 2.2037620544
epoch time: 5.2490415573s, input_fired_time: 0.0680902824, output_fired_time: 0.0000000000, propagate_forward_time: 4.7952270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857240677
validation[          , genome  3242] predictions:    9629/  10000 (96.29%), best:    9642/10000 (96.42%), error:      1252.37280, best error:      1207.96960 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.8669242859s, input_fired_time: 0.5459552407, output_fired_time: 0.4957710207, propagate_forward_time: 23.8096904755, propagate_backward_time: 35.8560066223, weight_update_time: 0.1149937958, other_time: 2.1595039368
epoch time: 5.2084050179s, input_fired_time: 0.0686865896, output_fired_time: 0.0000000000, propagate_forward_time: 4.7551388741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845796585
validation[          , genome  3242] predictions:    9566/  10000 (95.66%), best:    9642/10000 (96.42%), error:      1406.98633, best error:      1207.96960 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.8249855042s, input_fired_time: 0.5505879521, output_fired_time: 0.4970237613, propagate_forward_time: 23.7743549347, propagate_backward_time: 35.7962722778, weight_update_time: 0.1160603538, other_time: 2.2067489624
epoch time: 5.2131214142s, input_fired_time: 0.0698313862, output_fired_time: 0.0000000000, propagate_forward_time: 4.7464203835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968696594
validation[          , genome  3242] predictions:    9634/  10000 (96.34%), best:    9642/10000 (96.42%), error:      1244.21667, best error:      1207.96960 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.7237586975s, input_fired_time: 0.5564904809, output_fired_time: 0.4929592609, propagate_forward_time: 23.7309970856, propagate_backward_time: 35.7422828674, weight_update_time: 0.1156221330, other_time: 2.2010307312
epoch time: 5.2203707695s, input_fired_time: 0.0713097453, output_fired_time: 0.0000000000, propagate_forward_time: 4.7527403831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963208199
validation[          , genome  3242] predictions:    9618/  10000 (96.18%), best:    9642/10000 (96.42%), error:      1272.56445, best error:      1207.96960 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.5651817322s, input_fired_time: 0.5453472137, output_fired_time: 0.4914090633, propagate_forward_time: 23.7453823090, propagate_backward_time: 35.6174697876, weight_update_time: 0.1143701598, other_time: 2.1655731201
epoch time: 5.1971287727s, input_fired_time: 0.0674136281, output_fired_time: 0.0000000000, propagate_forward_time: 4.7445135117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852014542
validation[          , genome  3242] predictions:    9604/  10000 (96.04%), best:    9642/10000 (96.42%), error:      1304.86304, best error:      1207.96960 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.0772323608s, input_fired_time: 0.5600060821, output_fired_time: 0.4963488877, propagate_forward_time: 23.8884830475, propagate_backward_time: 35.9234428406, weight_update_time: 0.1170317009, other_time: 2.2089500427
epoch time: 5.2523889542s, input_fired_time: 0.0689022839, output_fired_time: 0.0000000000, propagate_forward_time: 4.7864723206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970141411
validation[          , genome  3242] predictions:    9586/  10000 (95.86%), best:    9642/10000 (96.42%), error:      1366.20020, best error:      1207.96960 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.8148727417s, input_fired_time: 0.5528030992, output_fired_time: 0.4989319444, propagate_forward_time: 23.7532978058, propagate_backward_time: 35.8032379150, weight_update_time: 0.1174591407, other_time: 2.2066040039
epoch time: 5.2176928520s, input_fired_time: 0.0689005926, output_fired_time: 0.0000000000, propagate_forward_time: 4.7516431808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971490860
validation[          , genome  3242] predictions:    9628/  10000 (96.28%), best:    9642/10000 (96.42%), error:      1257.57117, best error:      1207.96960 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.4678802490s, input_fired_time: 0.5484430194, output_fired_time: 0.4925360084, propagate_forward_time: 23.6406402588, propagate_backward_time: 35.5987777710, weight_update_time: 0.1150561646, other_time: 2.1874847412
epoch time: 5.1824522018s, input_fired_time: 0.0693200305, output_fired_time: 0.0000000000, propagate_forward_time: 4.7187871933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943448067
validation[          , genome  3242] predictions:    9621/  10000 (96.21%), best:    9642/10000 (96.42%), error:      1270.56177, best error:      1207.96960 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 62.6205558777s, input_fired_time: 0.5428826213, output_fired_time: 0.4933277369, propagate_forward_time: 23.6890125275, propagate_backward_time: 35.7436485291, weight_update_time: 0.1148015261, other_time: 2.1516838074
epoch time: 5.1844305992s, input_fired_time: 0.0674730092, output_fired_time: 0.0000000000, propagate_forward_time: 4.7305078506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864498138
validation[          , genome  3242] predictions:    9623/  10000 (96.23%), best:    9642/10000 (96.42%), error:      1300.26526, best error:      1207.96960 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.8646087646s, input_fired_time: 0.5531917214, output_fired_time: 0.4936212599, propagate_forward_time: 23.8861255646, propagate_backward_time: 35.7181167603, weight_update_time: 0.1157989353, other_time: 2.2135543823
epoch time: 5.2288570404s, input_fired_time: 0.0703127533, output_fired_time: 0.0000000000, propagate_forward_time: 4.7613244057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972196579
validation[          , genome  3242] predictions:    9570/  10000 (95.70%), best:    9642/10000 (96.42%), error:      1417.20471, best error:      1207.96960 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.8074684143s, input_fired_time: 0.5536355972, output_fired_time: 0.4919840991, propagate_forward_time: 23.8140258789, propagate_backward_time: 35.7426071167, weight_update_time: 0.1147568002, other_time: 2.2052154541
epoch time: 5.2465782166s, input_fired_time: 0.0686391667, output_fired_time: 0.0000000000, propagate_forward_time: 4.7805581093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973808289
validation[          , genome  3242] predictions:    9615/  10000 (96.15%), best:    9642/10000 (96.42%), error:      1299.57800, best error:      1207.96960 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.9308319092s, input_fired_time: 0.5525301099, output_fired_time: 0.4954545498, propagate_forward_time: 23.8570003510, propagate_backward_time: 35.8161048889, weight_update_time: 0.1168599129, other_time: 2.2097434998
epoch time: 5.1955814362s, input_fired_time: 0.0692576841, output_fired_time: 0.0000000000, propagate_forward_time: 4.7285871506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977365494
validation[          , genome  3242] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1195.41138, best error:      1195.41138 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.7821083069s, input_fired_time: 0.5471801758, output_fired_time: 0.4966825843, propagate_forward_time: 23.8279819489, propagate_backward_time: 35.7090873718, weight_update_time: 0.1158314645, other_time: 2.2011756897
epoch time: 5.2046332359s, input_fired_time: 0.0703379512, output_fired_time: 0.0000000000, propagate_forward_time: 4.7417349815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925604820
validation[          , genome  3242] predictions:    9614/  10000 (96.14%), best:    9637/10000 (96.37%), error:      1254.92407, best error:      1195.41138 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.0299339294s, input_fired_time: 0.5512546897, output_fired_time: 0.4964730144, propagate_forward_time: 23.8683948517, propagate_backward_time: 35.9041290283, weight_update_time: 0.1162453666, other_time: 2.2096862793
epoch time: 5.1829414368s, input_fired_time: 0.0693977848, output_fired_time: 0.0000000000, propagate_forward_time: 4.7173709869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961725235
validation[          , genome  3242] predictions:    9622/  10000 (96.22%), best:    9637/10000 (96.37%), error:      1273.45325, best error:      1195.41138 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.8137550354s, input_fired_time: 0.5519354939, output_fired_time: 0.4950161576, propagate_forward_time: 23.7738742828, propagate_backward_time: 35.7787361145, weight_update_time: 0.1157191321, other_time: 2.2141914368
epoch time: 5.2223491669s, input_fired_time: 0.0694678798, output_fired_time: 0.0000000000, propagate_forward_time: 4.7568736076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960075378
validation[          , genome  3242] predictions:    9645/  10000 (96.45%), best:    9637/10000 (96.37%), error:      1210.20361, best error:      1195.41138 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.9262390137s, input_fired_time: 0.5573142171, output_fired_time: 0.4947950244, propagate_forward_time: 23.8973541260, propagate_backward_time: 35.7595252991, weight_update_time: 0.1178701818, other_time: 2.2172470093
epoch time: 5.2076296806s, input_fired_time: 0.0700039268, output_fired_time: 0.0000000000, propagate_forward_time: 4.7431440353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944816589
validation[          , genome  3242] predictions:    9647/  10000 (96.47%), best:    9637/10000 (96.37%), error:      1232.84546, best error:      1195.41138 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.9378509521s, input_fired_time: 0.5528402925, output_fired_time: 0.4956119061, propagate_forward_time: 23.8245258331, propagate_backward_time: 35.8502235413, weight_update_time: 0.1171898097, other_time: 2.2146492004
epoch time: 5.2304186821s, input_fired_time: 0.0688719600, output_fired_time: 0.0000000000, propagate_forward_time: 4.7634463310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981003761
validation[          , genome  3242] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1233.58044, best error:      1195.41138 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 62.9054870605s, input_fired_time: 0.5547176600, output_fired_time: 0.4941074848, propagate_forward_time: 23.8142166138, propagate_backward_time: 35.8337821960, weight_update_time: 0.1169274524, other_time: 2.2086639404
epoch time: 5.2241954803s, input_fired_time: 0.0706305504, output_fired_time: 0.0000000000, propagate_forward_time: 4.7559657097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975992203
validation[          , genome  3242] predictions:    9622/  10000 (96.22%), best:    9637/10000 (96.37%), error:      1255.13184, best error:      1195.41138 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.8365440369s, input_fired_time: 0.5526294708, output_fired_time: 0.4943263531, propagate_forward_time: 23.7952556610, propagate_backward_time: 35.7891654968, weight_update_time: 0.1154248118, other_time: 2.2051658630
epoch time: 5.2230477333s, input_fired_time: 0.0696890652, output_fired_time: 0.0000000000, propagate_forward_time: 4.7570014000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963570595
validation[          , genome  3242] predictions:    9613/  10000 (96.13%), best:    9637/10000 (96.37%), error:      1307.94104, best error:      1195.41138 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.6579055786s, input_fired_time: 0.5455139875, output_fired_time: 0.4930059016, propagate_forward_time: 23.7669429779, propagate_backward_time: 35.7048263550, weight_update_time: 0.1138229743, other_time: 2.1476135254
epoch time: 5.2085027695s, input_fired_time: 0.0687754154, output_fired_time: 0.0000000000, propagate_forward_time: 4.7518730164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878545761
validation[          , genome  3242] predictions:    9627/  10000 (96.27%), best:    9637/10000 (96.37%), error:      1281.31677, best error:      1195.41138 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.9382820129s, input_fired_time: 0.5538971424, output_fired_time: 0.4932773709, propagate_forward_time: 23.8305339813, propagate_backward_time: 35.8464050293, weight_update_time: 0.1213692874, other_time: 2.2141647339
epoch time: 5.2094244957s, input_fired_time: 0.0703230128, output_fired_time: 0.0000000000, propagate_forward_time: 4.7432036400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958978653
validation[          , genome  3242] predictions:    9635/  10000 (96.35%), best:    9637/10000 (96.37%), error:      1246.92236, best error:      1195.41138 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.8232841492s, input_fired_time: 0.5571684241, output_fired_time: 0.4883491993, propagate_forward_time: 23.8588752747, propagate_backward_time: 35.7495079041, weight_update_time: 0.1155472919, other_time: 2.1693840027
epoch time: 5.2106475830s, input_fired_time: 0.0682812035, output_fired_time: 0.0000000000, propagate_forward_time: 4.7559924126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863739967
validation[          , genome  3242] predictions:    9626/  10000 (96.26%), best:    9637/10000 (96.37%), error:      1239.49658, best error:      1195.41138 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.5860748291s, input_fired_time: 0.5518187881, output_fired_time: 0.4879045188, propagate_forward_time: 23.7021255493, propagate_backward_time: 35.6367034912, weight_update_time: 0.1152795628, other_time: 2.2075233459
epoch time: 5.1712317467s, input_fired_time: 0.0694290251, output_fired_time: 0.0000000000, propagate_forward_time: 4.7134661674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883366585
validation[          , genome  3242] predictions:    9583/  10000 (95.83%), best:    9637/10000 (96.37%), error:      1347.71167, best error:      1195.41138 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.0875320435s, input_fired_time: 0.5494869947, output_fired_time: 0.4941210747, propagate_forward_time: 23.9061470032, propagate_backward_time: 35.9711036682, weight_update_time: 0.1152307987, other_time: 2.1666717529
epoch time: 5.2523741722s, input_fired_time: 0.0678229183, output_fired_time: 0.0000000000, propagate_forward_time: 4.7935986519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909525871
validation[          , genome  3242] predictions:    9603/  10000 (96.03%), best:    9637/10000 (96.37%), error:      1345.22852, best error:      1195.41138 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.5793151855s, input_fired_time: 0.5537146926, output_fired_time: 0.4930113554, propagate_forward_time: 23.6937427521, propagate_backward_time: 35.6327171326, weight_update_time: 0.1164388508, other_time: 2.2061271667
epoch time: 5.2051782608s, input_fired_time: 0.0696741417, output_fired_time: 0.0000000000, propagate_forward_time: 4.7400527000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954515457
validation[          , genome  3242] predictions:    9619/  10000 (96.19%), best:    9637/10000 (96.37%), error:      1318.98975, best error:      1195.41138 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.9725456238s, input_fired_time: 0.5577353835, output_fired_time: 0.4964065552, propagate_forward_time: 23.8017864227, propagate_backward_time: 35.8909378052, weight_update_time: 0.1170184538, other_time: 2.2256774902
epoch time: 5.2395215034s, input_fired_time: 0.0690206215, output_fired_time: 0.0000000000, propagate_forward_time: 4.7732000351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973007202
validation[          , genome  3242] predictions:    9632/  10000 (96.32%), best:    9637/10000 (96.37%), error:      1298.51416, best error:      1195.41138 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.6843223572s, input_fired_time: 0.5575045943, output_fired_time: 0.4956395626, propagate_forward_time: 23.7621383667, propagate_backward_time: 35.6709518433, weight_update_time: 0.1152086854, other_time: 2.1980895996
epoch time: 5.2153630257s, input_fired_time: 0.0693102628, output_fired_time: 0.0000000000, propagate_forward_time: 4.7503166199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957362175
validation[          , genome  3242] predictions:    9606/  10000 (96.06%), best:    9637/10000 (96.37%), error:      1310.60681, best error:      1195.41138 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.8017311096s, input_fired_time: 0.5552517176, output_fired_time: 0.4962760210, propagate_forward_time: 23.7392616272, propagate_backward_time: 35.8001441956, weight_update_time: 0.1171876416, other_time: 2.2107963562
epoch time: 5.1951007843s, input_fired_time: 0.0696754381, output_fired_time: 0.0000000000, propagate_forward_time: 4.7314667702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939585686
validation[          , genome  3242] predictions:    9625/  10000 (96.25%), best:    9637/10000 (96.37%), error:      1288.33667, best error:      1195.41138 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.0283851624s, input_fired_time: 0.5566177368, output_fired_time: 0.4976196885, propagate_forward_time: 23.8622817993, propagate_backward_time: 35.8963394165, weight_update_time: 0.1160863861, other_time: 2.2155265808
epoch time: 5.2394351959s, input_fired_time: 0.0706523359, output_fired_time: 0.0000000000, propagate_forward_time: 4.7727527618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960299492
validation[          , genome  3242] predictions:    9600/  10000 (96.00%), best:    9637/10000 (96.37%), error:      1375.97400, best error:      1195.41138 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.3603401184s, input_fired_time: 0.5462751985, output_fired_time: 0.4912873507, propagate_forward_time: 23.6170234680, propagate_backward_time: 35.5682945251, weight_update_time: 0.1148729324, other_time: 2.1374588013
epoch time: 5.1795935631s, input_fired_time: 0.0693183616, output_fired_time: 0.0000000000, propagate_forward_time: 4.7260785103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841967583
validation[          , genome  3242] predictions:    9659/  10000 (96.59%), best:    9637/10000 (96.37%), error:      1204.55225, best error:      1195.41138 on epoch:    82, 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: 25.9569206238s, input_fired_time: 0.3469116986, output_fired_time: 0.0000000000, propagate_forward_time: 23.6203193665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9896888733
best training[          , genome  3242] predictions:   49082/  50000 (98.16%), best:    9637/10000 (96.37%), error:      3335.53174, best error:      1195.41138 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.1799707413s, input_fired_time: 0.0677429959, output_fired_time: 0.0000000000, propagate_forward_time: 4.7252831459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869447708
   testing[          , genome  3242] predictions:    9640/  10000 (96.40%), best:    9637/10000 (96.37%), error:      1122.56982, best error:      1195.41138 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:49:15 (3664): called boinc_finish(0)

</stderr_txt>
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