Nameexact_genome_1512568488_41_4892_1
Workunit2595724
Created7 Dec 2017, 12:24:54 UTC
Sent7 Dec 2017, 12:28:43 UTC
Report deadline12 Dec 2017, 5:03:49 UTC
Received7 Dec 2017, 15:09:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 40 min 13 sec
CPU time2 hours 35 min 52 sec
Validate stateValid
Credit1,172.76
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.87 MB
Peak swap size152.14 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1046023518, output_fired_time: 0.0000000000, propagate_forward_time: 6.2492051125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597396851
validation[          , genome  4892] predictions:    9590/  10000 (95.90%), best:    9604/10000 (96.04%), error:      1464.69775, best error:      1422.79822 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.0110397339s, input_fired_time: 0.8325690627, output_fired_time: 0.8088427782, propagate_forward_time: 31.5068206787, propagate_backward_time: 50.2793846130, weight_update_time: 0.1474413127, other_time: 2.5834236145
epoch time: 6.7107024193s, input_fired_time: 0.1048355624, output_fired_time: 0.0000000000, propagate_forward_time: 6.1377673149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680995941
validation[          , genome  4892] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1355.10999, best error:      1355.10999 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.5476074219s, input_fired_time: 0.8281059265, output_fired_time: 0.8009948730, propagate_forward_time: 31.3862190247, propagate_backward_time: 49.9381408691, weight_update_time: 0.1454977691, other_time: 2.5941429138
epoch time: 6.8035902977s, input_fired_time: 0.1054446027, output_fired_time: 0.0000000000, propagate_forward_time: 6.2341451645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640007019
validation[          , genome  4892] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1360.54260, best error:      1355.10999 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.2495193481s, input_fired_time: 0.8269715905, output_fired_time: 0.8007908463, propagate_forward_time: 31.3649654388, propagate_backward_time: 49.6695060730, weight_update_time: 0.1435317844, other_time: 2.5872840881
epoch time: 6.3063902855s, input_fired_time: 0.0979864895, output_fired_time: 0.0000000000, propagate_forward_time: 5.7652959824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431076050
validation[          , genome  4892] predictions:    9552/  10000 (95.52%), best:    9619/10000 (96.19%), error:      1479.13672, best error:      1355.10999 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.0852508545s, input_fired_time: 0.8261191249, output_fired_time: 0.7984669209, propagate_forward_time: 31.1936798096, propagate_backward_time: 49.6796340942, weight_update_time: 0.1463515610, other_time: 2.5873489380
epoch time: 6.9648151398s, input_fired_time: 0.1054775640, output_fired_time: 0.0000000000, propagate_forward_time: 6.3944869041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648509026
validation[          , genome  4892] predictions:    9545/  10000 (95.45%), best:    9619/10000 (96.19%), error:      1506.43970, best error:      1355.10999 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.1834411621s, input_fired_time: 0.8273234367, output_fired_time: 0.7979763746, propagate_forward_time: 31.3241252899, propagate_backward_time: 49.6415443420, weight_update_time: 0.1437423378, other_time: 2.5924720764
epoch time: 6.7248091698s, input_fired_time: 0.1037720442, output_fired_time: 0.0000000000, propagate_forward_time: 6.1666898727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543471336
validation[          , genome  4892] predictions:    9564/  10000 (95.64%), best:    9619/10000 (96.19%), error:      1538.82959, best error:      1355.10999 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 84.5919876099s, input_fired_time: 0.8296404481, output_fired_time: 0.7950774431, propagate_forward_time: 31.0623588562, propagate_backward_time: 49.3333435059, weight_update_time: 0.1409123540, other_time: 2.5715675354
epoch time: 6.9268450737s, input_fired_time: 0.1057215109, output_fired_time: 0.0000000000, propagate_forward_time: 6.3539042473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672193527
validation[          , genome  4892] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1345.10876, best error:      1345.10876 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.0258102417s, input_fired_time: 0.8176410794, output_fired_time: 0.7870334983, propagate_forward_time: 30.9220943451, propagate_backward_time: 48.9382667542, weight_update_time: 0.1438820809, other_time: 2.5607719421
epoch time: 6.6730408669s, input_fired_time: 0.1044282764, output_fired_time: 0.0000000000, propagate_forward_time: 6.1077418327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608707428
validation[          , genome  4892] predictions:    9616/  10000 (96.16%), best:    9630/10000 (96.30%), error:      1351.05371, best error:      1345.10876 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.2103347778s, input_fired_time: 0.8332415223, output_fired_time: 0.8015955687, propagate_forward_time: 31.3607254028, propagate_backward_time: 49.6365928650, weight_update_time: 0.1431177706, other_time: 2.5781745911
epoch time: 6.9744105339s, input_fired_time: 0.1072506830, output_fired_time: 0.0000000000, propagate_forward_time: 6.3953690529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717907906
validation[          , genome  4892] predictions:    9486/  10000 (94.86%), best:    9630/10000 (96.30%), error:      1705.74109, best error:      1345.10876 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.4090118408s, input_fired_time: 0.8253465295, output_fired_time: 0.7958354950, propagate_forward_time: 31.0218372345, propagate_backward_time: 49.2006683350, weight_update_time: 0.1434391290, other_time: 2.5653228760
epoch time: 6.7618651390s, input_fired_time: 0.1052856818, output_fired_time: 0.0000000000, propagate_forward_time: 6.1892552376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673242569
validation[          , genome  4892] predictions:    9596/  10000 (95.96%), best:    9630/10000 (96.30%), error:      1433.74988, best error:      1345.10876 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.3783416748s, input_fired_time: 0.8222523928, output_fired_time: 0.7889028788, propagate_forward_time: 30.9655628204, propagate_backward_time: 49.2207565308, weight_update_time: 0.1443656236, other_time: 2.5808715820
epoch time: 6.4166874886s, input_fired_time: 0.0995000750, output_fired_time: 0.0000000000, propagate_forward_time: 5.8679494858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492378235
validation[          , genome  4892] predictions:    9589/  10000 (95.89%), best:    9630/10000 (96.30%), error:      1480.77490, best error:      1345.10876 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 84.9739837646s, input_fired_time: 0.8223503232, output_fired_time: 0.8010164499, propagate_forward_time: 31.1569004059, propagate_backward_time: 49.6048545837, weight_update_time: 0.1454050988, other_time: 2.5888633728
epoch time: 6.8350996971s, input_fired_time: 0.1076015234, output_fired_time: 0.0000000000, propagate_forward_time: 6.2581877708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693102837
validation[          , genome  4892] predictions:    9594/  10000 (95.94%), best:    9630/10000 (96.30%), error:      1377.85754, best error:      1345.10876 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.0439605713s, input_fired_time: 0.8279023170, output_fired_time: 0.7922893167, propagate_forward_time: 31.2770366669, propagate_backward_time: 49.5566062927, weight_update_time: 0.1439008713, other_time: 2.5901222229
epoch time: 6.8121995926s, input_fired_time: 0.1054459289, output_fired_time: 0.0000000000, propagate_forward_time: 6.2436518669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631018639
validation[          , genome  4892] predictions:    9590/  10000 (95.90%), best:    9630/10000 (96.30%), error:      1399.02234, best error:      1345.10876 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.1429824829s, input_fired_time: 0.8285611868, output_fired_time: 0.8001002073, propagate_forward_time: 31.3393230438, propagate_backward_time: 49.6000442505, weight_update_time: 0.1445284933, other_time: 2.5749511719
epoch time: 6.7828607559s, input_fired_time: 0.1048240140, output_fired_time: 0.0000000000, propagate_forward_time: 6.2130045891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650321007
validation[          , genome  4892] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1268.03711, best error:      1268.03711 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.9219207764s, input_fired_time: 0.8366004825, output_fired_time: 0.8049948812, propagate_forward_time: 31.5509948730, propagate_backward_time: 50.1434974670, weight_update_time: 0.1438397914, other_time: 2.5858345032
epoch time: 6.8593997955s, input_fired_time: 0.1055692285, output_fired_time: 0.0000000000, propagate_forward_time: 6.2860312462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677991867
validation[          , genome  4892] predictions:    9628/  10000 (96.28%), best:    9639/10000 (96.39%), error:      1309.11804, best error:      1268.03711 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.7240905762s, input_fired_time: 0.8224714994, output_fired_time: 0.7928067446, propagate_forward_time: 31.0978946686, propagate_backward_time: 49.4386062622, weight_update_time: 0.1431751698, other_time: 2.5723114014
epoch time: 6.8218846321s, input_fired_time: 0.1067191958, output_fired_time: 0.0000000000, propagate_forward_time: 6.2451443672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700212479
validation[          , genome  4892] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1249.77002, best error:      1249.77002 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 84.8657150269s, input_fired_time: 0.8240828514, output_fired_time: 0.7975689173, propagate_forward_time: 31.1328296661, propagate_backward_time: 49.5115280151, weight_update_time: 0.1471422315, other_time: 2.5997085571
epoch time: 6.8019208908s, input_fired_time: 0.1033246592, output_fired_time: 0.0000000000, propagate_forward_time: 6.2306566238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679393768
validation[          , genome  4892] predictions:    9628/  10000 (96.28%), best:    9641/10000 (96.41%), error:      1317.46326, best error:      1249.77002 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.5785903931s, input_fired_time: 0.8351296782, output_fired_time: 0.8012793064, propagate_forward_time: 31.5471591949, propagate_backward_time: 49.8130607605, weight_update_time: 0.1441497207, other_time: 2.5819664001
epoch time: 6.9568314552s, input_fired_time: 0.1069070548, output_fired_time: 0.0000000000, propagate_forward_time: 6.3820252419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678993225
validation[          , genome  4892] predictions:    9621/  10000 (96.21%), best:    9641/10000 (96.41%), error:      1272.06433, best error:      1249.77002 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.4934234619s, input_fired_time: 0.8254031539, output_fired_time: 0.7973464727, propagate_forward_time: 31.0451316833, propagate_backward_time: 49.2400970459, weight_update_time: 0.1428777725, other_time: 2.5854454041
epoch time: 6.7804803848s, input_fired_time: 0.1070107892, output_fired_time: 0.0000000000, propagate_forward_time: 6.2085914612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648780823
validation[          , genome  4892] predictions:    9621/  10000 (96.21%), best:    9641/10000 (96.41%), error:      1314.30237, best error:      1249.77002 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.6650314331s, input_fired_time: 0.8311566114, output_fired_time: 0.7964947224, propagate_forward_time: 31.1039085388, propagate_backward_time: 49.3329925537, weight_update_time: 0.1463938802, other_time: 2.6004829407
epoch time: 6.8838658333s, input_fired_time: 0.1056827605, output_fired_time: 0.0000000000, propagate_forward_time: 6.3008856773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772973061
validation[          , genome  4892] predictions:    9576/  10000 (95.76%), best:    9641/10000 (96.41%), error:      1481.67004, best error:      1249.77002 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 84.9481964111s, input_fired_time: 0.8329081535, output_fired_time: 0.7968094349, propagate_forward_time: 31.2548770905, propagate_backward_time: 49.4667282104, weight_update_time: 0.1446523219, other_time: 2.5968780518
epoch time: 6.6376495361s, input_fired_time: 0.1058385968, output_fired_time: 0.0000000000, propagate_forward_time: 6.0622267723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695839882
validation[          , genome  4892] predictions:    9613/  10000 (96.13%), best:    9641/10000 (96.41%), error:      1311.05579, best error:      1249.77002 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 84.4277877808s, input_fired_time: 0.8269183040, output_fired_time: 0.7936618328, propagate_forward_time: 30.9788646698, propagate_backward_time: 49.2413597107, weight_update_time: 0.1462452114, other_time: 2.5869789124
epoch time: 6.9768600464s, input_fired_time: 0.1073009968, output_fired_time: 0.0000000000, propagate_forward_time: 6.4006056786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689536095
validation[          , genome  4892] predictions:    9625/  10000 (96.25%), best:    9641/10000 (96.41%), error:      1332.01575, best error:      1249.77002 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.6058959961s, input_fired_time: 0.8400969505, output_fired_time: 0.8050994873, propagate_forward_time: 31.5223350525, propagate_backward_time: 49.8543090820, weight_update_time: 0.1450360715, other_time: 2.5840568542
epoch time: 7.0018091202s, input_fired_time: 0.1085212752, output_fired_time: 0.0000000000, propagate_forward_time: 6.4244456291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688420296
validation[          , genome  4892] predictions:    9617/  10000 (96.17%), best:    9641/10000 (96.41%), error:      1287.61194, best error:      1249.77002 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.3280868530s, input_fired_time: 0.8353465796, output_fired_time: 0.7983436584, propagate_forward_time: 31.3551101685, propagate_backward_time: 49.7398834229, weight_update_time: 0.1468104273, other_time: 2.5994033813
epoch time: 6.9055490494s, input_fired_time: 0.1075324863, output_fired_time: 0.0000000000, propagate_forward_time: 6.3208866119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771299362
validation[          , genome  4892] predictions:    9646/  10000 (96.46%), best:    9641/10000 (96.41%), error:      1286.48816, best error:      1249.77002 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.8241500854s, input_fired_time: 0.8339464068, output_fired_time: 0.8048218489, propagate_forward_time: 31.5599594116, propagate_backward_time: 50.0410232544, weight_update_time: 0.1453517079, other_time: 2.5843963623
epoch time: 6.7425818443s, input_fired_time: 0.1049566865, output_fired_time: 0.0000000000, propagate_forward_time: 6.1763215065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613037109
validation[          , genome  4892] predictions:    9640/  10000 (96.40%), best:    9641/10000 (96.41%), error:      1293.42981, best error:      1249.77002 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.2861480713s, input_fired_time: 0.8335441351, output_fired_time: 0.8012585044, propagate_forward_time: 31.3346576691, propagate_backward_time: 49.7423248291, weight_update_time: 0.1432616264, other_time: 2.5743637085
epoch time: 6.5586314201s, input_fired_time: 0.1021391451, output_fired_time: 0.0000000000, propagate_forward_time: 5.9934501648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630422592
validation[          , genome  4892] predictions:    9601/  10000 (96.01%), best:    9641/10000 (96.41%), error:      1325.24780, best error:      1249.77002 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.4164505005s, input_fired_time: 0.8372140527, output_fired_time: 0.7994422913, propagate_forward_time: 31.2821235657, propagate_backward_time: 49.9099502563, weight_update_time: 0.1448717862, other_time: 2.5877265930
epoch time: 6.8640151024s, input_fired_time: 0.1080533713, output_fired_time: 0.0000000000, propagate_forward_time: 6.2874422073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685196877
validation[          , genome  4892] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1184.36243, best error:      1184.36243 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.6607589722s, input_fired_time: 0.8328696489, output_fired_time: 0.7915793657, propagate_forward_time: 31.1297760010, propagate_backward_time: 49.3084144592, weight_update_time: 0.1445343494, other_time: 2.5981178284
epoch time: 6.7391686440s, input_fired_time: 0.1051161066, output_fired_time: 0.0000000000, propagate_forward_time: 6.1714482307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626045227
validation[          , genome  4892] predictions:    9668/  10000 (96.68%), best:    9661/10000 (96.61%), error:      1206.16809, best error:      1184.36243 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.1524200439s, input_fired_time: 0.8346773982, output_fired_time: 0.7953048348, propagate_forward_time: 31.3576507568, propagate_backward_time: 49.5689010620, weight_update_time: 0.1424847543, other_time: 2.5958862305
epoch time: 6.7137823105s, input_fired_time: 0.1071184874, output_fired_time: 0.0000000000, propagate_forward_time: 6.1423506737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643130302
validation[          , genome  4892] predictions:    9631/  10000 (96.31%), best:    9661/10000 (96.61%), error:      1305.02893, best error:      1184.36243 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 84.8704528809s, input_fired_time: 0.8344982862, output_fired_time: 0.7939507961, propagate_forward_time: 31.2426662445, propagate_backward_time: 49.4116172791, weight_update_time: 0.1441389769, other_time: 2.5877189636
epoch time: 6.5891060829s, input_fired_time: 0.1043650955, output_fired_time: 0.0000000000, propagate_forward_time: 6.0225238800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622173309
validation[          , genome  4892] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1167.98840, best error:      1167.98840 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.5876922607s, input_fired_time: 0.8367905021, output_fired_time: 0.8072049618, propagate_forward_time: 31.5120525360, propagate_backward_time: 49.8422126770, weight_update_time: 0.1446180344, other_time: 2.5894279480
epoch time: 6.8732590675s, input_fired_time: 0.1065655872, output_fired_time: 0.0000000000, propagate_forward_time: 6.2984156609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682779312
validation[          , genome  4892] predictions:    9601/  10000 (96.01%), best:    9675/10000 (96.75%), error:      1327.93848, best error:      1167.98840 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.2441253662s, input_fired_time: 0.8397123814, output_fired_time: 0.7970695496, propagate_forward_time: 31.2765426636, propagate_backward_time: 49.7425460815, weight_update_time: 0.1464699656, other_time: 2.5882568359
epoch time: 6.9153003693s, input_fired_time: 0.1100900397, output_fired_time: 0.0000000000, propagate_forward_time: 6.3331503868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720597267
validation[          , genome  4892] predictions:    9619/  10000 (96.19%), best:    9675/10000 (96.75%), error:      1290.65112, best error:      1167.98840 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.1642074585s, input_fired_time: 0.8363932371, output_fired_time: 0.7955346704, propagate_forward_time: 31.1750640869, propagate_backward_time: 49.7702102661, weight_update_time: 0.1435517967, other_time: 2.5870056152
epoch time: 6.8319330215s, input_fired_time: 0.1064569950, output_fired_time: 0.0000000000, propagate_forward_time: 6.2583165169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671597481
validation[          , genome  4892] predictions:    9647/  10000 (96.47%), best:    9675/10000 (96.75%), error:      1224.60388, best error:      1167.98840 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.8243103027s, input_fired_time: 0.8431507945, output_fired_time: 0.7978560925, propagate_forward_time: 31.2005004883, propagate_backward_time: 49.4009513855, weight_update_time: 0.1439952999, other_time: 2.5818519592
epoch time: 6.6926074028s, input_fired_time: 0.1052946076, output_fired_time: 0.0000000000, propagate_forward_time: 6.1290869713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582257271
validation[          , genome  4892] predictions:    9611/  10000 (96.11%), best:    9675/10000 (96.75%), error:      1328.94104, best error:      1167.98840 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 85.4991302490s, input_fired_time: 0.8364408016, output_fired_time: 0.8032316566, propagate_forward_time: 31.4684123993, propagate_backward_time: 49.8120002747, weight_update_time: 0.1461014748, other_time: 2.5790443420
epoch time: 6.8084850311s, input_fired_time: 0.1064249054, output_fired_time: 0.0000000000, propagate_forward_time: 6.2386970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633631706
validation[          , genome  4892] predictions:    9621/  10000 (96.21%), best:    9675/10000 (96.75%), error:      1299.62451, best error:      1167.98840 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.7141494751s, input_fired_time: 0.8350850344, output_fired_time: 0.8145573735, propagate_forward_time: 31.5200557709, propagate_backward_time: 49.9479293823, weight_update_time: 0.1482155770, other_time: 2.5965194702
epoch time: 7.0034165382s, input_fired_time: 0.1090670377, output_fired_time: 0.0000000000, propagate_forward_time: 6.4269404411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674091339
validation[          , genome  4892] predictions:    9637/  10000 (96.37%), best:    9675/10000 (96.75%), error:      1250.36499, best error:      1167.98840 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.5267562866s, input_fired_time: 0.8407979012, output_fired_time: 0.8038151264, propagate_forward_time: 31.3262062073, propagate_backward_time: 49.9720153809, weight_update_time: 0.1446095854, other_time: 2.5839195251
epoch time: 6.9380998611s, input_fired_time: 0.1087184772, output_fired_time: 0.0000000000, propagate_forward_time: 6.3606448174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687366486
validation[          , genome  4892] predictions:    9669/  10000 (96.69%), best:    9675/10000 (96.75%), error:      1175.70679, best error:      1167.98840 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.6364669800s, input_fired_time: 0.8404852748, output_fired_time: 0.7973595858, propagate_forward_time: 31.1729412079, propagate_backward_time: 49.2550811768, weight_update_time: 0.1437881738, other_time: 2.5705947876
epoch time: 6.6501874924s, input_fired_time: 0.1084714308, output_fired_time: 0.0000000000, propagate_forward_time: 6.0714778900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702382088
validation[          , genome  4892] predictions:    9640/  10000 (96.40%), best:    9675/10000 (96.75%), error:      1219.14478, best error:      1167.98840 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.2038421631s, input_fired_time: 0.8332772255, output_fired_time: 0.8064237237, propagate_forward_time: 31.2757797241, propagate_backward_time: 49.7001724243, weight_update_time: 0.1450752169, other_time: 2.5881881714
epoch time: 7.0388221741s, input_fired_time: 0.1095082760, output_fired_time: 0.0000000000, propagate_forward_time: 6.4565744400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727392197
validation[          , genome  4892] predictions:    9619/  10000 (96.19%), best:    9675/10000 (96.75%), error:      1289.63025, best error:      1167.98840 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.6585388184s, input_fired_time: 0.8355650306, output_fired_time: 0.7985617518, propagate_forward_time: 31.1111774445, propagate_backward_time: 49.3436546326, weight_update_time: 0.1431293786, other_time: 2.5695838928
epoch time: 6.9784884453s, input_fired_time: 0.1082723886, output_fired_time: 0.0000000000, propagate_forward_time: 6.4050054550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652104378
validation[          , genome  4892] predictions:    9651/  10000 (96.51%), best:    9675/10000 (96.75%), error:      1254.95703, best error:      1167.98840 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 83.7222595215s, input_fired_time: 0.8260824680, output_fired_time: 0.7810550332, propagate_forward_time: 30.8990612030, propagate_backward_time: 48.6554450989, weight_update_time: 0.1444609612, other_time: 2.5606193542
epoch time: 6.9534263611s, input_fired_time: 0.1079852805, output_fired_time: 0.0000000000, propagate_forward_time: 6.3758797646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695611000
validation[          , genome  4892] predictions:    9651/  10000 (96.51%), best:    9675/10000 (96.75%), error:      1205.38452, best error:      1167.98840 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.1172409058s, input_fired_time: 0.8366353512, output_fired_time: 0.8011831641, propagate_forward_time: 31.3595771790, propagate_backward_time: 49.5279464722, weight_update_time: 0.1448748857, other_time: 2.5918998718
epoch time: 6.7996163368s, input_fired_time: 0.1072328836, output_fired_time: 0.0000000000, propagate_forward_time: 6.2186779976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737052917
validation[          , genome  4892] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1124.93115, best error:      1124.93115 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.0725555420s, input_fired_time: 0.8385277987, output_fired_time: 0.8064689040, propagate_forward_time: 31.7133941650, propagate_backward_time: 50.1067352295, weight_update_time: 0.1465595514, other_time: 2.6074295044
epoch time: 6.8794193268s, input_fired_time: 0.1084015071, output_fired_time: 0.0000000000, propagate_forward_time: 6.3045673370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664506912
validation[          , genome  4892] predictions:    9659/  10000 (96.59%), best:    9683/10000 (96.83%), error:      1213.87915, best error:      1124.93115 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.9801101685s, input_fired_time: 0.8394300938, output_fired_time: 0.8089716434, propagate_forward_time: 31.7181568146, propagate_backward_time: 50.0044593811, weight_update_time: 0.1454140246, other_time: 2.6090888977
epoch time: 6.8872189522s, input_fired_time: 0.1102294475, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042378426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727516174
validation[          , genome  4892] predictions:    9611/  10000 (96.11%), best:    9683/10000 (96.83%), error:      1328.37219, best error:      1124.93115 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.5629501343s, input_fired_time: 0.8404134512, output_fired_time: 0.7991722822, propagate_forward_time: 31.0959072113, propagate_backward_time: 49.2239913940, weight_update_time: 0.1450164765, other_time: 2.6034622192
epoch time: 6.9577431679s, input_fired_time: 0.1091035455, output_fired_time: 0.0000000000, propagate_forward_time: 6.3731808662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754586220
validation[          , genome  4892] predictions:    9673/  10000 (96.73%), best:    9683/10000 (96.83%), error:      1180.93762, best error:      1124.93115 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.2027282715s, input_fired_time: 0.8413345814, output_fired_time: 0.8022789955, propagate_forward_time: 31.7204570770, propagate_backward_time: 50.2369499207, weight_update_time: 0.1448865235, other_time: 2.6017112732
epoch time: 7.0263113976s, input_fired_time: 0.1108616069, output_fired_time: 0.0000000000, propagate_forward_time: 6.4437918663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716577530
validation[          , genome  4892] predictions:    9634/  10000 (96.34%), best:    9683/10000 (96.83%), error:      1264.60596, best error:      1124.93115 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.0520477295s, input_fired_time: 0.8509567976, output_fired_time: 0.8089919090, propagate_forward_time: 31.6961574554, propagate_backward_time: 50.0785636902, weight_update_time: 0.1436560601, other_time: 2.6173744202
epoch time: 6.8542613983s, input_fired_time: 0.1075374112, output_fired_time: 0.0000000000, propagate_forward_time: 6.2803015709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664225578
validation[          , genome  4892] predictions:    9609/  10000 (96.09%), best:    9683/10000 (96.83%), error:      1313.44873, best error:      1124.93115 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.4833221436s, input_fired_time: 0.8417410254, output_fired_time: 0.7951729298, propagate_forward_time: 31.4208545685, propagate_backward_time: 49.8454856873, weight_update_time: 0.1449060440, other_time: 2.5800666809
epoch time: 6.8176784515s, input_fired_time: 0.1063639075, output_fired_time: 0.0000000000, propagate_forward_time: 6.2445244789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667901993
validation[          , genome  4892] predictions:    9654/  10000 (96.54%), best:    9683/10000 (96.83%), error:      1196.97400, best error:      1124.93115 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.2128143311s, input_fired_time: 0.8479605317, output_fired_time: 0.8124954700, propagate_forward_time: 31.6736049652, propagate_backward_time: 50.2769355774, weight_update_time: 0.1465029866, other_time: 2.6018180847
epoch time: 6.8777680397s, input_fired_time: 0.1128969491, output_fired_time: 0.0000000000, propagate_forward_time: 6.2890090942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758620262
validation[          , genome  4892] predictions:    9642/  10000 (96.42%), best:    9683/10000 (96.83%), error:      1203.18555, best error:      1124.93115 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.4710769653s, input_fired_time: 0.8572925925, output_fired_time: 0.8123428822, propagate_forward_time: 31.7244968414, propagate_backward_time: 50.4351921082, weight_update_time: 0.1493289918, other_time: 2.6417579651
epoch time: 6.9514298439s, input_fired_time: 0.1095576510, output_fired_time: 0.0000000000, propagate_forward_time: 6.3721652031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697070122
validation[          , genome  4892] predictions:    9632/  10000 (96.32%), best:    9683/10000 (96.83%), error:      1207.56824, best error:      1124.93115 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.9935150146s, input_fired_time: 0.8431878090, output_fired_time: 0.8047420382, propagate_forward_time: 31.6502723694, propagate_backward_time: 50.0868988037, weight_update_time: 0.1471952498, other_time: 2.6084175110
epoch time: 6.9876508713s, input_fired_time: 0.1100575924, output_fired_time: 0.0000000000, propagate_forward_time: 6.4033551216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742379189
validation[          , genome  4892] predictions:    9664/  10000 (96.64%), best:    9683/10000 (96.83%), error:      1154.56763, best error:      1124.93115 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 85.2584609985s, input_fired_time: 0.8490710258, output_fired_time: 0.8012550473, propagate_forward_time: 31.3871841431, propagate_backward_time: 49.6136322021, weight_update_time: 0.1466947794, other_time: 2.6073226929
epoch time: 7.0973587036s, input_fired_time: 0.1099925786, output_fired_time: 0.0000000000, propagate_forward_time: 6.5149636269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724025726
validation[          , genome  4892] predictions:    9670/  10000 (96.70%), best:    9683/10000 (96.83%), error:      1142.68005, best error:      1124.93115 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.2729873657s, input_fired_time: 0.8538314104, output_fired_time: 0.8031947017, propagate_forward_time: 31.7560634613, propagate_backward_time: 50.2426719666, weight_update_time: 0.1468800753, other_time: 2.6172294617
epoch time: 6.8028120995s, input_fired_time: 0.1091601104, output_fired_time: 0.0000000000, propagate_forward_time: 6.2299747467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636774063
validation[          , genome  4892] predictions:    9619/  10000 (96.19%), best:    9683/10000 (96.83%), error:      1308.28442, best error:      1124.93115 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.3472747803s, input_fired_time: 0.8509272337, output_fired_time: 0.7986910343, propagate_forward_time: 31.3373832703, propagate_backward_time: 49.7652244568, weight_update_time: 0.1446139663, other_time: 2.5950469971
epoch time: 6.8460893631s, input_fired_time: 0.1098394245, output_fired_time: 0.0000000000, propagate_forward_time: 6.2668724060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693775177
validation[          , genome  4892] predictions:    9585/  10000 (95.85%), best:    9683/10000 (96.83%), error:      1362.24060, best error:      1124.93115 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.6490402222s, input_fired_time: 0.8462193012, output_fired_time: 0.8045486212, propagate_forward_time: 31.5128173828, propagate_backward_time: 49.8947448730, weight_update_time: 0.1477462500, other_time: 2.5907058716
epoch time: 6.9292778969s, input_fired_time: 0.1088947505, output_fired_time: 0.0000000000, propagate_forward_time: 6.3478174210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725656509
validation[          , genome  4892] predictions:    9634/  10000 (96.34%), best:    9683/10000 (96.83%), error:      1232.67688, best error:      1124.93115 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.9940643311s, input_fired_time: 0.8412232399, output_fired_time: 0.8005791903, propagate_forward_time: 31.3061828613, propagate_backward_time: 49.4674530029, weight_update_time: 0.1437837631, other_time: 2.5786209106
epoch time: 6.5298523903s, input_fired_time: 0.1050283909, output_fired_time: 0.0000000000, propagate_forward_time: 5.9672031403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576206207
validation[          , genome  4892] predictions:    9680/  10000 (96.80%), best:    9683/10000 (96.83%), error:      1134.19189, best error:      1124.93115 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.7287979126s, input_fired_time: 0.8510459065, output_fired_time: 0.8012947440, propagate_forward_time: 31.5031471252, propagate_backward_time: 49.9711761475, weight_update_time: 0.1443153173, other_time: 2.6021385193
epoch time: 6.6449856758s, input_fired_time: 0.1062463745, output_fired_time: 0.0000000000, propagate_forward_time: 6.0734405518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652986526
validation[          , genome  4892] predictions:    9659/  10000 (96.59%), best:    9683/10000 (96.83%), error:      1162.52405, best error:      1124.93115 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.1021575928s, input_fired_time: 0.8488195539, output_fired_time: 0.7989215255, propagate_forward_time: 31.7397422791, propagate_backward_time: 50.1059837341, weight_update_time: 0.1474391520, other_time: 2.6086959839
epoch time: 6.9151597023s, input_fired_time: 0.1077791527, output_fired_time: 0.0000000000, propagate_forward_time: 6.3442568779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631237984
validation[          , genome  4892] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1279.76123, best error:      1124.93115 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.1965942383s, input_fired_time: 0.8516191244, output_fired_time: 0.8023370504, propagate_forward_time: 31.4084930420, propagate_backward_time: 49.5427055359, weight_update_time: 0.1454300284, other_time: 2.5914421082
epoch time: 7.0315718651s, input_fired_time: 0.1111429483, output_fired_time: 0.0000000000, propagate_forward_time: 6.4482831955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721455574
validation[          , genome  4892] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1110.02539, best error:      1110.02539 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.6180343628s, input_fired_time: 0.8577750921, output_fired_time: 0.8124763370, propagate_forward_time: 31.8704032898, propagate_backward_time: 50.4588088989, weight_update_time: 0.1467055231, other_time: 2.6185722351
epoch time: 6.8145999908s, input_fired_time: 0.1098309904, output_fired_time: 0.0000000000, propagate_forward_time: 6.2348971367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698719978
validation[          , genome  4892] predictions:    9653/  10000 (96.53%), best:    9688/10000 (96.88%), error:      1182.88708, best error:      1110.02539 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.9495391846s, input_fired_time: 0.8530068398, output_fired_time: 0.8062964678, propagate_forward_time: 31.6610202789, propagate_backward_time: 50.0094146729, weight_update_time: 0.1470015943, other_time: 2.6198043823
epoch time: 6.8794693947s, input_fired_time: 0.1093813702, output_fired_time: 0.0000000000, propagate_forward_time: 6.2945971489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754910469
validation[          , genome  4892] predictions:    9680/  10000 (96.80%), best:    9688/10000 (96.88%), error:      1133.13220, best error:      1110.02539 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.1250305176s, input_fired_time: 0.8493657708, output_fired_time: 0.7961956263, propagate_forward_time: 31.2320957184, propagate_backward_time: 49.6600379944, weight_update_time: 0.1444239318, other_time: 2.5873374939
epoch time: 6.8647217751s, input_fired_time: 0.1091302708, output_fired_time: 0.0000000000, propagate_forward_time: 6.2876663208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679250717
validation[          , genome  4892] predictions:    9664/  10000 (96.64%), best:    9688/10000 (96.88%), error:      1173.32849, best error:      1110.02539 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.8495712280s, input_fired_time: 0.8507302403, output_fired_time: 0.8057396412, propagate_forward_time: 31.6410770416, propagate_backward_time: 49.9335060120, weight_update_time: 0.1454376429, other_time: 2.6185188293
epoch time: 6.8031635284s, input_fired_time: 0.1087460816, output_fired_time: 0.0000000000, propagate_forward_time: 6.2309455872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634718895
validation[          , genome  4892] predictions:    9668/  10000 (96.68%), best:    9688/10000 (96.88%), error:      1127.75867, best error:      1110.02539 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.9162292480s, input_fired_time: 0.8521838784, output_fired_time: 0.7994490862, propagate_forward_time: 31.6239013672, propagate_backward_time: 50.0511894226, weight_update_time: 0.1455690414, other_time: 2.5895118713
epoch time: 6.4686861038s, input_fired_time: 0.1055077910, output_fired_time: 0.0000000000, propagate_forward_time: 5.9078459740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553322792
validation[          , genome  4892] predictions:    9633/  10000 (96.33%), best:    9688/10000 (96.88%), error:      1218.32410, best error:      1110.02539 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.5770874023s, input_fired_time: 0.8575459123, output_fired_time: 0.8118590713, propagate_forward_time: 31.8262100220, propagate_backward_time: 50.4692382813, weight_update_time: 0.1480522007, other_time: 2.6122360229
epoch time: 6.7555632591s, input_fired_time: 0.1095598564, output_fired_time: 0.0000000000, propagate_forward_time: 6.1831068993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628963470
validation[          , genome  4892] predictions:    9674/  10000 (96.74%), best:    9688/10000 (96.88%), error:      1116.65027, best error:      1110.02539 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.6307830811s, input_fired_time: 0.8497411609, output_fired_time: 0.7975929976, propagate_forward_time: 31.3690681458, propagate_backward_time: 50.0050544739, weight_update_time: 0.1483455598, other_time: 2.6093292236
epoch time: 6.8700284958s, input_fired_time: 0.1105633378, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968287468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626364708
validation[          , genome  4892] predictions:    9638/  10000 (96.38%), best:    9688/10000 (96.88%), error:      1238.53101, best error:      1110.02539 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.8308410645s, input_fired_time: 0.8508061767, output_fired_time: 0.8041817546, propagate_forward_time: 31.5553073883, propagate_backward_time: 50.0171279907, weight_update_time: 0.1468609273, other_time: 2.6034164429
epoch time: 6.9468603134s, input_fired_time: 0.1118596867, output_fired_time: 0.0000000000, propagate_forward_time: 6.3640880585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709124565
validation[          , genome  4892] predictions:    9654/  10000 (96.54%), best:    9688/10000 (96.88%), error:      1192.58289, best error:      1110.02539 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.2832107544s, input_fired_time: 0.8467473984, output_fired_time: 0.8016828299, propagate_forward_time: 31.2900447845, propagate_backward_time: 49.7402229309, weight_update_time: 0.1459603608, other_time: 2.6045112610
epoch time: 6.8494849205s, input_fired_time: 0.1098389998, output_fired_time: 0.0000000000, propagate_forward_time: 6.2733798027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662661552
validation[          , genome  4892] predictions:    9625/  10000 (96.25%), best:    9688/10000 (96.88%), error:      1275.55225, best error:      1110.02539 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.5984649658s, input_fired_time: 0.8554670215, output_fired_time: 0.8073742986, propagate_forward_time: 31.5202369690, propagate_backward_time: 49.8224067688, weight_update_time: 0.1473105401, other_time: 2.5929794312
epoch time: 6.8400721550s, input_fired_time: 0.1094294190, output_fired_time: 0.0000000000, propagate_forward_time: 6.2656893730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649534225
validation[          , genome  4892] predictions:    9628/  10000 (96.28%), best:    9688/10000 (96.88%), error:      1244.46790, best error:      1110.02539 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.9558563232s, input_fired_time: 0.8583041430, output_fired_time: 0.8052900434, propagate_forward_time: 31.6215515137, propagate_backward_time: 50.0748367310, weight_update_time: 0.1446919590, other_time: 2.5958709717
epoch time: 6.7319092751s, input_fired_time: 0.1105049774, output_fired_time: 0.0000000000, propagate_forward_time: 6.1528458595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685583115
validation[          , genome  4892] predictions:    9651/  10000 (96.51%), best:    9688/10000 (96.88%), error:      1179.11560, best error:      1110.02539 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.8404617310s, input_fired_time: 0.8599630594, output_fired_time: 0.8063849211, propagate_forward_time: 31.6813831329, propagate_backward_time: 49.8900718689, weight_update_time: 0.1436898410, other_time: 2.6026649475
epoch time: 7.0879540443s, input_fired_time: 0.1126169413, output_fired_time: 0.0000000000, propagate_forward_time: 6.5036134720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717235565
validation[          , genome  4892] predictions:    9652/  10000 (96.52%), best:    9688/10000 (96.88%), error:      1190.79724, best error:      1110.02539 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.8334808350s, input_fired_time: 0.8522868156, output_fired_time: 0.8050549030, propagate_forward_time: 31.5040588379, propagate_backward_time: 50.0777702332, weight_update_time: 0.1452791691, other_time: 2.5943107605
epoch time: 7.0005331039s, input_fired_time: 0.1110833213, output_fired_time: 0.0000000000, propagate_forward_time: 6.4147996902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746499062
validation[          , genome  4892] predictions:    9618/  10000 (96.18%), best:    9688/10000 (96.88%), error:      1276.91919, best error:      1110.02539 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.4882736206s, input_fired_time: 0.8523539305, output_fired_time: 0.8047487736, propagate_forward_time: 31.4442710876, propagate_backward_time: 49.7789535522, weight_update_time: 0.1452391148, other_time: 2.6079444885
epoch time: 6.9904284477s, input_fired_time: 0.1133172363, output_fired_time: 0.0000000000, propagate_forward_time: 6.3992748260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778366089
validation[          , genome  4892] predictions:    9638/  10000 (96.38%), best:    9688/10000 (96.88%), error:      1190.42310, best error:      1110.02539 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.8608551025s, input_fired_time: 0.8519538641, output_fired_time: 0.7950738668, propagate_forward_time: 31.2855167389, propagate_backward_time: 49.3457336426, weight_update_time: 0.1458970606, other_time: 2.5825805664
epoch time: 7.0477705002s, input_fired_time: 0.1127995327, output_fired_time: 0.0000000000, propagate_forward_time: 6.4612426758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737281799
validation[          , genome  4892] predictions:    9652/  10000 (96.52%), best:    9688/10000 (96.88%), error:      1165.38257, best error:      1110.02539 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.2926940918s, input_fired_time: 0.8581998348, output_fired_time: 0.8097582459, propagate_forward_time: 31.6880302429, propagate_backward_time: 50.3216018677, weight_update_time: 0.1461446285, other_time: 2.6151008606
epoch time: 6.8651876450s, input_fired_time: 0.1100486889, output_fired_time: 0.0000000000, propagate_forward_time: 6.2861952782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689435959
validation[          , genome  4892] predictions:    9632/  10000 (96.32%), best:    9688/10000 (96.88%), error:      1275.33154, best error:      1110.02539 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.4872360229s, input_fired_time: 0.8663635850, output_fired_time: 0.8030881286, propagate_forward_time: 31.8185939789, propagate_backward_time: 50.4086036682, weight_update_time: 0.1471484303, other_time: 2.5905876160
epoch time: 6.8883938789s, input_fired_time: 0.1107053086, output_fired_time: 0.0000000000, propagate_forward_time: 6.3100008965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676876068
validation[          , genome  4892] predictions:    9595/  10000 (95.95%), best:    9688/10000 (96.88%), error:      1340.08533, best error:      1110.02539 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 84.8816986084s, input_fired_time: 0.8512457609, output_fired_time: 0.8051128387, propagate_forward_time: 31.1783275604, propagate_backward_time: 49.4368972778, weight_update_time: 0.1446914673, other_time: 2.6101150513
epoch time: 6.9315910339s, input_fired_time: 0.1137285680, output_fired_time: 0.0000000000, propagate_forward_time: 6.3378767967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799857140
validation[          , genome  4892] predictions:    9672/  10000 (96.72%), best:    9688/10000 (96.88%), error:      1135.06177, best error:      1110.02539 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.8313369751s, input_fired_time: 0.8603516221, output_fired_time: 0.8022964001, propagate_forward_time: 31.6043910980, propagate_backward_time: 49.9710998535, weight_update_time: 0.1454612762, other_time: 2.5931930542
epoch time: 6.9296021461s, input_fired_time: 0.1107084677, output_fired_time: 0.0000000000, propagate_forward_time: 6.3473486900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715452194
validation[          , genome  4892] predictions:    9344/  10000 (93.44%), best:    9688/10000 (96.88%), error:      2011.14514, best error:      1110.02539 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.2970962524s, input_fired_time: 0.8557667732, output_fired_time: 0.8018376827, propagate_forward_time: 31.3849983215, propagate_backward_time: 49.6468544006, weight_update_time: 0.1448313445, other_time: 2.6076431274
epoch time: 6.8577508926s, input_fired_time: 0.1109132394, output_fired_time: 0.0000000000, propagate_forward_time: 6.2798113823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670262337
validation[          , genome  4892] predictions:    9670/  10000 (96.70%), best:    9688/10000 (96.88%), error:      1149.41650, best error:      1110.02539 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.5654449463s, input_fired_time: 0.8658756614, output_fired_time: 0.8043947220, propagate_forward_time: 31.8177032471, propagate_backward_time: 50.4579429626, weight_update_time: 0.1488966793, other_time: 2.6195259094
epoch time: 6.6128473282s, input_fired_time: 0.1086401716, output_fired_time: 0.0000000000, propagate_forward_time: 6.0406942368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635128975
validation[          , genome  4892] predictions:    9675/  10000 (96.75%), best:    9688/10000 (96.88%), error:      1116.35120, best error:      1110.02539 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.1711196899s, input_fired_time: 0.8459193707, output_fired_time: 0.7881593704, propagate_forward_time: 30.8755092621, propagate_backward_time: 49.0902633667, weight_update_time: 0.1442565322, other_time: 2.5712661743
epoch time: 7.0857534409s, input_fired_time: 0.1105366349, output_fired_time: 0.0000000000, propagate_forward_time: 6.5042967796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709200859
validation[          , genome  4892] predictions:    9653/  10000 (96.53%), best:    9688/10000 (96.88%), error:      1187.46338, best error:      1110.02539 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.5900878906s, input_fired_time: 0.8545168042, output_fired_time: 0.7906368971, propagate_forward_time: 31.1580924988, propagate_backward_time: 49.2132530212, weight_update_time: 0.1435415596, other_time: 2.5735931396
epoch time: 6.7919368744s, input_fired_time: 0.1103060171, output_fired_time: 0.0000000000, propagate_forward_time: 6.2035212517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781098366
validation[          , genome  4892] predictions:    9632/  10000 (96.32%), best:    9688/10000 (96.88%), error:      1213.93494, best error:      1110.02539 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.9537582397s, input_fired_time: 0.8598347306, output_fired_time: 0.8042307496, propagate_forward_time: 31.6711616516, propagate_backward_time: 50.0185127258, weight_update_time: 0.1448954046, other_time: 2.6000213623
epoch time: 6.8159680367s, input_fired_time: 0.1134507805, output_fired_time: 0.0000000000, propagate_forward_time: 6.2265162468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760007858
validation[          , genome  4892] predictions:    9668/  10000 (96.68%), best:    9688/10000 (96.88%), error:      1130.49194, best error:      1110.02539 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.7115020752s, input_fired_time: 0.8617821336, output_fired_time: 0.8029139042, propagate_forward_time: 31.5563335419, propagate_backward_time: 49.8848457336, weight_update_time: 0.1457136273, other_time: 2.6056175232
epoch time: 6.6359786987s, input_fired_time: 0.1087932661, output_fired_time: 0.0000000000, propagate_forward_time: 6.0606513023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665341377
validation[          , genome  4892] predictions:    9673/  10000 (96.73%), best:    9688/10000 (96.88%), error:      1138.31360, best error:      1110.02539 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.1607818604s, input_fired_time: 0.8526622653, output_fired_time: 0.8008235693, propagate_forward_time: 31.2768230438, propagate_backward_time: 49.6542015076, weight_update_time: 0.1440766901, other_time: 2.5762672424
epoch time: 6.8068485260s, input_fired_time: 0.1101951450, output_fired_time: 0.0000000000, propagate_forward_time: 6.2247495651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719038010
validation[          , genome  4892] predictions:    9657/  10000 (96.57%), best:    9688/10000 (96.88%), error:      1150.36829, best error:      1110.02539 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.7185745239s, input_fired_time: 0.8531194925, output_fired_time: 0.7944819927, propagate_forward_time: 31.1221103668, propagate_backward_time: 49.3684272766, weight_update_time: 0.1423369348, other_time: 2.5804405212
epoch time: 6.9551091194s, input_fired_time: 0.1141377017, output_fired_time: 0.0000000000, propagate_forward_time: 6.3674926758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734787941
validation[          , genome  4892] predictions:    9670/  10000 (96.70%), best:    9688/10000 (96.88%), error:      1162.02856, best error:      1110.02539 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.8681488037s, input_fired_time: 0.8583061695, output_fired_time: 0.8040485382, propagate_forward_time: 31.6331977844, propagate_backward_time: 49.9882431030, weight_update_time: 0.1456117332, other_time: 2.5843544006
epoch time: 6.9648361206s, input_fired_time: 0.1119358316, output_fired_time: 0.0000000000, propagate_forward_time: 6.3815889359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713115692
validation[          , genome  4892] predictions:    9633/  10000 (96.33%), best:    9688/10000 (96.88%), error:      1198.38428, best error:      1110.02539 on epoch:    72, 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: 34.8617019653s, input_fired_time: 0.5568142533, output_fired_time: 0.0000000000, propagate_forward_time: 31.8836212158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4212646484
best training[          , genome  4892] predictions:   49030/  50000 (98.06%), best:    9688/10000 (96.88%), error:      3628.64014, best error:      1110.02539 on epoch:    72, 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: 6.7593045235s, input_fired_time: 0.1099623293, output_fired_time: 0.0000000000, propagate_forward_time: 6.1816554070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676866531
   testing[          , genome  4892] predictions:    9719/  10000 (97.19%), best:    9688/10000 (96.88%), error:      1015.09119, best error:      1110.02539 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:09:02 (1648): called boinc_finish(0)

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