Nameexact_genome_1512568488_45_6671_0
Workunit2604598
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline15 Dec 2017, 9:54:21 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 24 min 50 sec
CPU time4 hours 20 min 12 sec
Validate stateValid
Credit1,881.55
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.27 MB
Peak swap size152.23 MB
Peak disk usage1.16 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
84, weight_update_time: 0.1546376199, other_time: 7.8742294312
epoch time: 12.2445917130s, input_fired_time: 0.1477321535, output_fired_time: 0.0000000000, propagate_forward_time: 10.5908679962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5059919357
validation[          , genome  6671] predictions:    9710/  10000 (97.10%), best:    9752/10000 (97.52%), error:       999.38885, best error:       886.60474 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 144.1724853516s, input_fired_time: 1.3823635578, output_fired_time: 0.8978929520, propagate_forward_time: 52.6021575928, propagate_backward_time: 81.3491134644, weight_update_time: 0.1548519284, other_time: 7.9409561157
epoch time: 12.2301044464s, input_fired_time: 0.1487188637, output_fired_time: 0.0000000000, propagate_forward_time: 10.5756435394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5057420731
validation[          , genome  6671] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       880.38287, best error:       880.38287 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.0935821533s, input_fired_time: 1.3966878653, output_fired_time: 0.8995850086, propagate_forward_time: 52.4324150085, propagate_backward_time: 81.4520263672, weight_update_time: 0.1547556370, other_time: 7.9128723145
epoch time: 12.0187149048s, input_fired_time: 0.1440070271, output_fired_time: 0.0000000000, propagate_forward_time: 10.3656101227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5090980530
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       883.79773, best error:       880.38287 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.3469848633s, input_fired_time: 1.3896976709, output_fired_time: 0.9025611281, propagate_forward_time: 52.4041290283, propagate_backward_time: 81.6844482422, weight_update_time: 0.1632691920, other_time: 7.9661560059
epoch time: 12.2021474838s, input_fired_time: 0.1489009559, output_fired_time: 0.0000000000, propagate_forward_time: 10.5471696854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5060768127
validation[          , genome  6671] predictions:    9547/  10000 (95.47%), best:    9748/10000 (97.48%), error:      1487.32312, best error:       880.38287 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 143.8886871338s, input_fired_time: 1.3792688847, output_fired_time: 0.8964342475, propagate_forward_time: 52.4959259033, propagate_backward_time: 81.2332153320, weight_update_time: 0.1555716097, other_time: 7.8838348389
epoch time: 12.0766153336s, input_fired_time: 0.1498931348, output_fired_time: 0.0000000000, propagate_forward_time: 10.4169187546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5098037720
validation[          , genome  6671] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       883.41998, best error:       880.38287 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 143.8188934326s, input_fired_time: 1.3907243013, output_fired_time: 0.8949331045, propagate_forward_time: 52.4086036682, propagate_backward_time: 81.2602996826, weight_update_time: 0.1545695215, other_time: 7.8643341064
epoch time: 12.1124219894s, input_fired_time: 0.1491017789, output_fired_time: 0.0000000000, propagate_forward_time: 10.4625139236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5008058548
validation[          , genome  6671] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       906.73712, best error:       880.38287 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.8368225098s, input_fired_time: 1.3819296360, output_fired_time: 0.9361132383, propagate_forward_time: 52.4034080505, propagate_backward_time: 82.2042007446, weight_update_time: 0.1612473130, other_time: 7.9111709595
epoch time: 12.2485561371s, input_fired_time: 0.1494918764, output_fired_time: 0.0000000000, propagate_forward_time: 10.5545797348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5444841385
validation[          , genome  6671] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       871.53705, best error:       871.53705 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 144.2722015381s, input_fired_time: 1.4160977602, output_fired_time: 0.9158340096, propagate_forward_time: 52.6853027344, propagate_backward_time: 81.4604721069, weight_update_time: 0.1546328813, other_time: 7.7945022583
epoch time: 12.2016906738s, input_fired_time: 0.1481639445, output_fired_time: 0.0000000000, propagate_forward_time: 10.5154609680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380659103
validation[          , genome  6671] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       957.42670, best error:       871.53705 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.8064880371s, input_fired_time: 1.4199399948, output_fired_time: 0.9109883904, propagate_forward_time: 52.2459602356, propagate_backward_time: 81.4347534180, weight_update_time: 0.1658270806, other_time: 7.7948455811
epoch time: 12.0405874252s, input_fired_time: 0.1480137557, output_fired_time: 0.0000000000, propagate_forward_time: 10.3906173706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5019559860
validation[          , genome  6671] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       815.51196, best error:       815.51196 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.3235626221s, input_fired_time: 1.3886705637, output_fired_time: 0.9401803613, propagate_forward_time: 52.5922889709, propagate_backward_time: 81.4896163940, weight_update_time: 0.1612705737, other_time: 7.9128036499
epoch time: 12.0835580826s, input_fired_time: 0.1484895796, output_fired_time: 0.0000000000, propagate_forward_time: 10.4090166092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5260515213
validation[          , genome  6671] predictions:    9689/  10000 (96.89%), best:    9773/10000 (97.73%), error:      1075.60889, best error:       815.51196 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 144.2772674561s, input_fired_time: 1.3963915110, output_fired_time: 0.9100978374, propagate_forward_time: 52.7067604065, propagate_backward_time: 81.4030227661, weight_update_time: 0.1547672898, other_time: 7.8610000610
epoch time: 12.0558233261s, input_fired_time: 0.1581520736, output_fired_time: 0.0000000000, propagate_forward_time: 10.3872823715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5103893280
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       885.57715, best error:       815.51196 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.4187469482s, input_fired_time: 1.4258493185, output_fired_time: 0.9060742855, propagate_forward_time: 52.7671470642, propagate_backward_time: 81.4797897339, weight_update_time: 0.1546106488, other_time: 7.8398971558
epoch time: 12.2232809067s, input_fired_time: 0.1498381495, output_fired_time: 0.0000000000, propagate_forward_time: 10.5622262955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5112161636
validation[          , genome  6671] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       880.31464, best error:       815.51196 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 143.8480682373s, input_fired_time: 1.4462798834, output_fired_time: 0.8979368210, propagate_forward_time: 52.2727203369, propagate_backward_time: 81.3645172119, weight_update_time: 0.1536339968, other_time: 7.8666229248
epoch time: 12.1308212280s, input_fired_time: 0.1498685330, output_fired_time: 0.0000000000, propagate_forward_time: 10.4865770340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4943752289
validation[          , genome  6671] predictions:    9738/  10000 (97.38%), best:    9773/10000 (97.73%), error:       892.05554, best error:       815.51196 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 143.8584442139s, input_fired_time: 1.4075521231, output_fired_time: 0.8956849575, propagate_forward_time: 52.3841476440, propagate_backward_time: 81.3718795776, weight_update_time: 0.1592744738, other_time: 7.7991790771
epoch time: 12.2465972900s, input_fired_time: 0.1482534260, output_fired_time: 0.0000000000, propagate_forward_time: 10.5130949020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5852489471
validation[          , genome  6671] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       867.57617, best error:       815.51196 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.1261749268s, input_fired_time: 1.4109544754, output_fired_time: 0.8967981339, propagate_forward_time: 52.3842544556, propagate_backward_time: 81.6439666748, weight_update_time: 0.1547279805, other_time: 7.7901992798
epoch time: 12.2110490799s, input_fired_time: 0.1580202579, output_fired_time: 0.0000000000, propagate_forward_time: 10.5049943924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5480346680
validation[          , genome  6671] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       824.79395, best error:       815.51196 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.1801605225s, input_fired_time: 1.3879504204, output_fired_time: 0.9014804959, propagate_forward_time: 52.7690277100, propagate_backward_time: 81.2845153809, weight_update_time: 0.1550048590, other_time: 7.8371887207
epoch time: 12.1482772827s, input_fired_time: 0.1508452743, output_fired_time: 0.0000000000, propagate_forward_time: 10.4977073669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4997243881
validation[          , genome  6671] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       880.24036, best error:       815.51196 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.0292358398s, input_fired_time: 1.3995004892, output_fired_time: 0.8922049403, propagate_forward_time: 52.3175239563, propagate_backward_time: 81.5745010376, weight_update_time: 0.1549754143, other_time: 7.8454971313
epoch time: 12.2294750214s, input_fired_time: 0.1598908603, output_fired_time: 0.0000000000, propagate_forward_time: 10.5489454269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5206384659
validation[          , genome  6671] predictions:    9699/  10000 (96.99%), best:    9773/10000 (97.73%), error:      1004.04437, best error:       815.51196 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.1440429688s, input_fired_time: 1.4058958292, output_fired_time: 0.9053606987, propagate_forward_time: 52.6329154968, propagate_backward_time: 81.2201080322, weight_update_time: 0.1555668712, other_time: 7.9797515869
epoch time: 12.0887222290s, input_fired_time: 0.1510843039, output_fired_time: 0.0000000000, propagate_forward_time: 10.4210615158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5165767670
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       883.51538, best error:       815.51196 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.4409027100s, input_fired_time: 1.3932480812, output_fired_time: 0.8935332894, propagate_forward_time: 52.6417579651, propagate_backward_time: 81.6377410889, weight_update_time: 0.1577080190, other_time: 7.8746185303
epoch time: 12.0348834991s, input_fired_time: 0.1455508024, output_fired_time: 0.0000000000, propagate_forward_time: 10.3444175720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5449151993
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       888.96796, best error:       815.51196 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 144.3266296387s, input_fired_time: 1.3913997412, output_fired_time: 0.9003148079, propagate_forward_time: 52.4505195618, propagate_backward_time: 81.6995315552, weight_update_time: 0.1592950076, other_time: 7.8848648071
epoch time: 12.1760425568s, input_fired_time: 0.1492387801, output_fired_time: 0.0000000000, propagate_forward_time: 10.5189151764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5078887939
validation[          , genome  6671] predictions:    9719/  10000 (97.19%), best:    9773/10000 (97.73%), error:       926.69489, best error:       815.51196 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 143.8045349121s, input_fired_time: 1.4012761116, output_fired_time: 0.8945848942, propagate_forward_time: 52.3147315979, propagate_backward_time: 81.3045501709, weight_update_time: 0.1711997539, other_time: 7.8893890381
epoch time: 12.1241483688s, input_fired_time: 0.1517704874, output_fired_time: 0.0000000000, propagate_forward_time: 10.4793119431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4930658340
validation[          , genome  6671] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       876.11523, best error:       815.51196 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 143.8607177734s, input_fired_time: 1.4997495413, output_fired_time: 0.8983240128, propagate_forward_time: 52.8208618164, propagate_backward_time: 80.8190078735, weight_update_time: 0.1548353285, other_time: 7.8227615356
epoch time: 12.1190662384s, input_fired_time: 0.1473616213, output_fired_time: 0.0000000000, propagate_forward_time: 10.4253730774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463314056
validation[          , genome  6671] predictions:    9764/  10000 (97.64%), best:    9773/10000 (97.73%), error:       830.31689, best error:       815.51196 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 144.5181884766s, input_fired_time: 1.3934344053, output_fired_time: 0.8946395516, propagate_forward_time: 52.5877838135, propagate_backward_time: 81.8213577271, weight_update_time: 0.1551539898, other_time: 7.8209762573
epoch time: 12.3188915253s, input_fired_time: 0.1584926844, output_fired_time: 0.0000000000, propagate_forward_time: 10.6221370697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5382614136
validation[          , genome  6671] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       817.98456, best error:       815.51196 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.4974822998s, input_fired_time: 1.4017096758, output_fired_time: 0.9031909704, propagate_forward_time: 52.4809875488, propagate_backward_time: 81.7498626709, weight_update_time: 0.1546071023, other_time: 7.9617309570
epoch time: 12.0970945358s, input_fired_time: 0.1529489160, output_fired_time: 0.0000000000, propagate_forward_time: 10.4086065292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5355386734
validation[          , genome  6671] predictions:    9731/  10000 (97.31%), best:    9773/10000 (97.73%), error:       876.17438, best error:       815.51196 on epoch:    22, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 143.9916229248s, input_fired_time: 1.4189089537, output_fired_time: 0.8981438279, propagate_forward_time: 52.6518249512, propagate_backward_time: 81.1379623413, weight_update_time: 0.1592149734, other_time: 7.8847732544
epoch time: 12.2771139145s, input_fired_time: 0.1521044225, output_fired_time: 0.0000000000, propagate_forward_time: 10.6098136902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151958466
validation[          , genome  6671] predictions:    9753/  10000 (97.53%), best:    9773/10000 (97.73%), error:       864.69733, best error:       815.51196 on epoch:    22, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 144.5687561035s, input_fired_time: 1.4163572788, output_fired_time: 0.9051987529, propagate_forward_time: 52.3541755676, propagate_backward_time: 81.9353103638, weight_update_time: 0.1554318666, other_time: 7.9577255249
epoch time: 12.3305101395s, input_fired_time: 0.1514313072, output_fired_time: 0.0000000000, propagate_forward_time: 10.6608762741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5182027817
validation[          , genome  6671] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       969.35736, best error:       815.51196 on epoch:    22, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.9264526367s, input_fired_time: 1.3998086452, output_fired_time: 0.9064086676, propagate_forward_time: 52.2882385254, propagate_backward_time: 81.5030975342, weight_update_time: 0.1548546851, other_time: 7.8289031982
epoch time: 12.1734113693s, input_fired_time: 0.1518880278, output_fired_time: 0.0000000000, propagate_forward_time: 10.4422464371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792770386
validation[          , genome  6671] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       809.88312, best error:       809.88312 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.8411865234s, input_fired_time: 1.4153463840, output_fired_time: 0.8929785490, propagate_forward_time: 52.2199630737, propagate_backward_time: 81.4319000244, weight_update_time: 0.1626343429, other_time: 7.8810043335
epoch time: 12.2299852371s, input_fired_time: 0.1582695097, output_fired_time: 0.0000000000, propagate_forward_time: 10.5517148972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5200004578
validation[          , genome  6671] predictions:    9746/  10000 (97.46%), best:    9761/10000 (97.61%), error:       861.72449, best error:       809.88312 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 144.3993682861s, input_fired_time: 1.4096823931, output_fired_time: 0.9068171382, propagate_forward_time: 52.3937568665, propagate_backward_time: 81.7745132446, weight_update_time: 0.1549865156, other_time: 7.9146041870
epoch time: 12.1899728775s, input_fired_time: 0.1544770598, output_fired_time: 0.0000000000, propagate_forward_time: 10.5265626907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5089330673
validation[          , genome  6671] predictions:    9594/  10000 (95.94%), best:    9761/10000 (97.61%), error:      1339.31726, best error:       809.88312 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 143.7031097412s, input_fired_time: 1.4058674574, output_fired_time: 0.9083325863, propagate_forward_time: 52.2535171509, propagate_backward_time: 81.3930816650, weight_update_time: 0.1549073160, other_time: 7.7423171997
epoch time: 12.3412675858s, input_fired_time: 0.1523963958, output_fired_time: 0.0000000000, propagate_forward_time: 10.6538829803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5349884033
validation[          , genome  6671] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       850.84344, best error:       809.88312 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 143.9838714600s, input_fired_time: 1.4579466581, output_fired_time: 0.9048368335, propagate_forward_time: 52.2646636963, propagate_backward_time: 81.5346755981, weight_update_time: 0.1544086784, other_time: 7.8217544556
epoch time: 12.1692991257s, input_fired_time: 0.1530195922, output_fired_time: 0.0000000000, propagate_forward_time: 10.4633417130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5529375076
validation[          , genome  6671] predictions:    9718/  10000 (97.18%), best:    9761/10000 (97.61%), error:       884.31006, best error:       809.88312 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.9857330322s, input_fired_time: 1.4002774954, output_fired_time: 0.9418713450, propagate_forward_time: 52.5275878906, propagate_backward_time: 81.3089981079, weight_update_time: 0.1558200419, other_time: 7.8069992065
epoch time: 12.2192316055s, input_fired_time: 0.1538930684, output_fired_time: 0.0000000000, propagate_forward_time: 10.5260972977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392408371
validation[          , genome  6671] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       757.29034, best error:       757.29034 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 144.4321746826s, input_fired_time: 1.4037739038, output_fired_time: 0.9352622628, propagate_forward_time: 52.4137878418, propagate_backward_time: 81.8359680176, weight_update_time: 0.1712216139, other_time: 7.8433837891
epoch time: 12.4253025055s, input_fired_time: 0.1524809003, output_fired_time: 0.0000000000, propagate_forward_time: 10.7441644669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5286569595
validation[          , genome  6671] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       844.95667, best error:       757.29034 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.5174407959s, input_fired_time: 1.4038434029, output_fired_time: 0.8958634734, propagate_forward_time: 52.3488464355, propagate_backward_time: 81.9662475586, weight_update_time: 0.1708336323, other_time: 7.9026489258
epoch time: 12.1799640656s, input_fired_time: 0.1533530653, output_fired_time: 0.0000000000, propagate_forward_time: 10.5233440399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5032672882
validation[          , genome  6671] predictions:    9693/  10000 (96.93%), best:    9777/10000 (97.77%), error:      1046.17700, best error:       757.29034 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 144.0468292236s, input_fired_time: 1.4201679230, output_fired_time: 0.9074439406, propagate_forward_time: 52.4520645142, propagate_backward_time: 81.4272079468, weight_update_time: 0.1552733928, other_time: 7.8399505615
epoch time: 12.1223649979s, input_fired_time: 0.1532621831, output_fired_time: 0.0000000000, propagate_forward_time: 10.4794473648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4896554947
validation[          , genome  6671] predictions:    9697/  10000 (96.97%), best:    9777/10000 (97.77%), error:       993.79016, best error:       757.29034 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 143.8711242676s, input_fired_time: 1.4119040966, output_fired_time: 0.9138701558, propagate_forward_time: 52.2244071960, propagate_backward_time: 81.4055252075, weight_update_time: 0.1606945843, other_time: 7.9154129028
epoch time: 12.3196287155s, input_fired_time: 0.1544651687, output_fired_time: 0.0000000000, propagate_forward_time: 10.6440582275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5211057663
validation[          , genome  6671] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       797.15997, best error:       757.29034 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.9332885742s, input_fired_time: 1.4507710934, output_fired_time: 0.9063175321, propagate_forward_time: 52.4660530090, propagate_backward_time: 81.2070312500, weight_update_time: 0.1560429037, other_time: 7.9031219482
epoch time: 12.1452999115s, input_fired_time: 0.1549920887, output_fired_time: 0.0000000000, propagate_forward_time: 10.4978284836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4924793243
validation[          , genome  6671] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       733.12500, best error:       733.12500 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.8880462646s, input_fired_time: 1.4018306732, output_fired_time: 0.9096350670, propagate_forward_time: 52.5120964050, propagate_backward_time: 81.1874771118, weight_update_time: 0.1585693955, other_time: 7.8770065308
epoch time: 12.3054914474s, input_fired_time: 0.1729040295, output_fired_time: 0.0000000000, propagate_forward_time: 10.5472621918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5853252411
validation[          , genome  6671] predictions:    9772/  10000 (97.72%), best:    9791/10000 (97.91%), error:       782.48486, best error:       733.12500 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.4499664307s, input_fired_time: 1.4722646475, output_fired_time: 0.8994190097, propagate_forward_time: 52.5098571777, propagate_backward_time: 81.6225891113, weight_update_time: 0.1537808031, other_time: 7.9458465576
epoch time: 12.0896635056s, input_fired_time: 0.1541633308, output_fired_time: 0.0000000000, propagate_forward_time: 10.4294891357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5060110092
validation[          , genome  6671] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       816.06818, best error:       733.12500 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 144.4946289062s, input_fired_time: 1.4028850794, output_fired_time: 0.8965815306, propagate_forward_time: 52.5894622803, propagate_backward_time: 81.7716903687, weight_update_time: 0.1547105014, other_time: 7.8340225220
epoch time: 12.1779212952s, input_fired_time: 0.1550036520, output_fired_time: 0.0000000000, propagate_forward_time: 10.4759788513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5469388962
validation[          , genome  6671] predictions:    9726/  10000 (97.26%), best:    9791/10000 (97.91%), error:       958.79932, best error:       733.12500 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.8976287842s, input_fired_time: 1.4181035757, output_fired_time: 0.8984836936, propagate_forward_time: 52.2498130798, propagate_backward_time: 81.4397354126, weight_update_time: 0.1543079466, other_time: 7.8914871216
epoch time: 12.3506565094s, input_fired_time: 0.1558357328, output_fired_time: 0.0000000000, propagate_forward_time: 10.6716814041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5231389999
validation[          , genome  6671] predictions:    9737/  10000 (97.37%), best:    9791/10000 (97.91%), error:       958.41656, best error:       733.12500 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.0300750732s, input_fired_time: 1.4230401516, output_fired_time: 0.8910459280, propagate_forward_time: 52.3347244263, propagate_backward_time: 81.5443038940, weight_update_time: 0.1540383697, other_time: 7.8369598389
epoch time: 12.0053529739s, input_fired_time: 0.1509280950, output_fired_time: 0.0000000000, propagate_forward_time: 10.3501148224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5043096542
validation[          , genome  6671] predictions:    9761/  10000 (97.61%), best:    9791/10000 (97.91%), error:       855.66046, best error:       733.12500 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 144.5433044434s, input_fired_time: 1.4184746742, output_fired_time: 0.9034725428, propagate_forward_time: 52.4783897400, propagate_backward_time: 81.8341369629, weight_update_time: 0.1554722190, other_time: 7.9088287354
epoch time: 12.1555795670s, input_fired_time: 0.1535550356, output_fired_time: 0.0000000000, propagate_forward_time: 10.5005893707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5014352798
validation[          , genome  6671] predictions:    9731/  10000 (97.31%), best:    9791/10000 (97.91%), error:       948.90369, best error:       733.12500 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.3558349609s, input_fired_time: 1.4347822666, output_fired_time: 0.9024916887, propagate_forward_time: 52.2731895447, propagate_backward_time: 81.8748397827, weight_update_time: 0.1548804045, other_time: 7.8705215454
epoch time: 12.1740245819s, input_fired_time: 0.1565363258, output_fired_time: 0.0000000000, propagate_forward_time: 10.4795627594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5379257202
validation[          , genome  6671] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       832.63690, best error:       733.12500 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 144.2716979980s, input_fired_time: 1.4117170572, output_fired_time: 0.9100287557, propagate_forward_time: 52.4193954468, propagate_backward_time: 81.7017364502, weight_update_time: 0.1560650468, other_time: 7.8288192749
epoch time: 13.0849351883s, input_fired_time: 0.1646086276, output_fired_time: 0.0000000000, propagate_forward_time: 11.3239498138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5963764191
validation[          , genome  6671] predictions:    9705/  10000 (97.05%), best:    9791/10000 (97.91%), error:       990.36908, best error:       733.12500 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.0922241211s, input_fired_time: 1.4852727652, output_fired_time: 0.9181036949, propagate_forward_time: 54.4222869873, propagate_backward_time: 84.1090164185, weight_update_time: 0.1703487933, other_time: 8.1575393677
epoch time: 12.1910429001s, input_fired_time: 0.1543225795, output_fired_time: 0.0000000000, propagate_forward_time: 10.5328702927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5038499832
validation[          , genome  6671] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       826.52838, best error:       733.12500 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 144.8331146240s, input_fired_time: 1.4220389128, output_fired_time: 0.9078381062, propagate_forward_time: 52.9719009399, propagate_backward_time: 81.6536788940, weight_update_time: 0.1559683830, other_time: 7.8776550293
epoch time: 12.3502111435s, input_fired_time: 0.1569788605, output_fired_time: 0.0000000000, propagate_forward_time: 10.6712532043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5219793320
validation[          , genome  6671] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       777.20258, best error:       733.12500 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.8293762207s, input_fired_time: 1.4175702333, output_fired_time: 0.9056291580, propagate_forward_time: 52.3358688354, propagate_backward_time: 81.3152694702, weight_update_time: 0.1639263928, other_time: 7.8550415039
epoch time: 12.1667709351s, input_fired_time: 0.1555475295, output_fired_time: 0.0000000000, propagate_forward_time: 10.4946937561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5165300369
validation[          , genome  6671] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       756.65027, best error:       733.12500 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 144.4719543457s, input_fired_time: 1.5256671906, output_fired_time: 0.9417148829, propagate_forward_time: 52.3578529358, propagate_backward_time: 81.7422180176, weight_update_time: 0.1569141895, other_time: 7.9045104980
epoch time: 12.0217685699s, input_fired_time: 0.1564453840, output_fired_time: 0.0000000000, propagate_forward_time: 10.3720359802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4932870865
validation[          , genome  6671] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       802.99878, best error:       733.12500 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.1002349854s, input_fired_time: 1.4194883108, output_fired_time: 0.9201514721, propagate_forward_time: 52.3851699829, propagate_backward_time: 81.4283447266, weight_update_time: 0.1553473622, other_time: 7.9470748901
epoch time: 12.2279634476s, input_fired_time: 0.1563756466, output_fired_time: 0.0000000000, propagate_forward_time: 10.5075330734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5640544891
validation[          , genome  6671] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       866.43622, best error:       733.12500 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.5545349121s, input_fired_time: 1.4865199327, output_fired_time: 0.8962321281, propagate_forward_time: 52.6174316406, propagate_backward_time: 81.7906188965, weight_update_time: 0.1568250954, other_time: 7.7637329102
epoch time: 12.2724246979s, input_fired_time: 0.1596183181, output_fired_time: 0.0000000000, propagate_forward_time: 10.5451860428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5676202774
validation[          , genome  6671] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       784.73511, best error:       733.12500 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 145.0186767578s, input_fired_time: 1.4330484867, output_fired_time: 0.9132473469, propagate_forward_time: 52.8082237244, propagate_backward_time: 81.9242935181, weight_update_time: 0.1560596079, other_time: 7.9398574829
epoch time: 12.1948604584s, input_fired_time: 0.1576415002, output_fired_time: 0.0000000000, propagate_forward_time: 10.5135593414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5236597061
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9791/10000 (97.91%), error:       872.85291, best error:       733.12500 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 144.2599945068s, input_fired_time: 1.4387212992, output_fired_time: 0.9139076471, propagate_forward_time: 52.3981475830, propagate_backward_time: 81.6968994141, weight_update_time: 0.1562916487, other_time: 7.8123168945
epoch time: 12.0959510803s, input_fired_time: 0.1562171131, output_fired_time: 0.0000000000, propagate_forward_time: 10.4344787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5052547455
validation[          , genome  6671] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       854.98730, best error:       733.12500 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 144.7055816650s, input_fired_time: 1.5110369921, output_fired_time: 0.8974322081, propagate_forward_time: 52.7970962524, propagate_backward_time: 81.6914443970, weight_update_time: 0.1563265920, other_time: 7.8085784912
epoch time: 12.2084150314s, input_fired_time: 0.1568605751, output_fired_time: 0.0000000000, propagate_forward_time: 10.5374784470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5140762329
validation[          , genome  6671] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       774.26440, best error:       733.12500 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 143.4358215332s, input_fired_time: 1.4877485037, output_fired_time: 0.9030578136, propagate_forward_time: 52.1934776306, propagate_backward_time: 81.0541534424, weight_update_time: 0.1549525708, other_time: 7.7973785400
epoch time: 12.1979703903s, input_fired_time: 0.1611362100, output_fired_time: 0.0000000000, propagate_forward_time: 10.5354490280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5013847351
validation[          , genome  6671] predictions:    9750/  10000 (97.50%), best:    9791/10000 (97.91%), error:       886.09869, best error:       733.12500 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.3823699951s, input_fired_time: 1.4386074543, output_fired_time: 0.8939110637, propagate_forward_time: 52.6481742859, propagate_backward_time: 81.4752426147, weight_update_time: 0.1547508836, other_time: 7.9264297485
epoch time: 12.1305179596s, input_fired_time: 0.1552129835, output_fired_time: 0.0000000000, propagate_forward_time: 10.4717445374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5035600662
validation[          , genome  6671] predictions:    9749/  10000 (97.49%), best:    9791/10000 (97.91%), error:       828.08893, best error:       733.12500 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.0117950439s, input_fired_time: 1.5319589376, output_fired_time: 0.9405807853, propagate_forward_time: 52.2697830200, propagate_backward_time: 81.3581314087, weight_update_time: 0.1636962444, other_time: 7.9113464355
epoch time: 12.1136903763s, input_fired_time: 0.1744905710, output_fired_time: 0.0000000000, propagate_forward_time: 10.3911170959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5480823517
validation[          , genome  6671] predictions:    9699/  10000 (96.99%), best:    9791/10000 (97.91%), error:       967.01288, best error:       733.12500 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 143.9369049072s, input_fired_time: 1.4433540106, output_fired_time: 0.8984096646, propagate_forward_time: 52.4987068176, propagate_backward_time: 81.2406463623, weight_update_time: 0.1541633606, other_time: 7.8557891846
epoch time: 11.9705095291s, input_fired_time: 0.1560138911, output_fired_time: 0.0000000000, propagate_forward_time: 10.3125009537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5019950867
validation[          , genome  6671] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       847.23828, best error:       733.12500 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 145.0492095947s, input_fired_time: 1.4370237589, output_fired_time: 0.9037444592, propagate_forward_time: 52.5921363831, propagate_backward_time: 82.2325286865, weight_update_time: 0.1555701345, other_time: 7.8837738037
epoch time: 12.0674905777s, input_fired_time: 0.1544743776, output_fired_time: 0.0000000000, propagate_forward_time: 10.4093599319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5036563873
validation[          , genome  6671] predictions:    9739/  10000 (97.39%), best:    9791/10000 (97.91%), error:       870.88416, best error:       733.12500 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 144.5350036621s, input_fired_time: 1.4288382530, output_fired_time: 0.8956854343, propagate_forward_time: 52.6356391907, propagate_backward_time: 81.7253417969, weight_update_time: 0.1592353135, other_time: 7.8495025635
epoch time: 12.1009616852s, input_fired_time: 0.1614407599, output_fired_time: 0.0000000000, propagate_forward_time: 10.4095420837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5299787521
validation[          , genome  6671] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       749.98022, best error:       733.12500 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.3043975830s, input_fired_time: 1.4994603395, output_fired_time: 0.9077743888, propagate_forward_time: 52.2252426147, propagate_backward_time: 81.7537918091, weight_update_time: 0.1555045843, other_time: 7.9181213379
epoch time: 12.2568244934s, input_fired_time: 0.1576599181, output_fired_time: 0.0000000000, propagate_forward_time: 10.5946292877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5045356750
validation[          , genome  6671] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       816.68457, best error:       733.12500 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.8487701416s, input_fired_time: 1.4531459808, output_fired_time: 0.9055472016, propagate_forward_time: 52.3450813293, propagate_backward_time: 81.3248062134, weight_update_time: 0.1590002924, other_time: 7.8201980591
epoch time: 12.1867513657s, input_fired_time: 0.1570917666, output_fired_time: 0.0000000000, propagate_forward_time: 10.4739046097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5557546616
validation[          , genome  6671] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       843.38104, best error:       733.12500 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.6330413818s, input_fired_time: 1.4505736828, output_fired_time: 0.8912253380, propagate_forward_time: 52.4522552490, propagate_backward_time: 80.9709777832, weight_update_time: 0.1542601138, other_time: 7.8680114746
epoch time: 12.1396121979s, input_fired_time: 0.1573421806, output_fired_time: 0.0000000000, propagate_forward_time: 10.4716987610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5105714798
validation[          , genome  6671] predictions:    9805/  10000 (98.05%), best:    9791/10000 (97.91%), error:       741.72455, best error:       733.12500 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 144.4370880127s, input_fired_time: 1.4426419735, output_fired_time: 0.9201426506, propagate_forward_time: 52.6786575317, propagate_backward_time: 81.4177398682, weight_update_time: 0.1561072171, other_time: 7.9779129028
epoch time: 12.1693019867s, input_fired_time: 0.1585422009, output_fired_time: 0.0000000000, propagate_forward_time: 10.5099773407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5007820129
validation[          , genome  6671] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       807.76477, best error:       733.12500 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.8996582031s, input_fired_time: 1.4317018986, output_fired_time: 0.9022131562, propagate_forward_time: 52.4360885620, propagate_backward_time: 81.8512420654, weight_update_time: 0.1831488460, other_time: 8.2784194946
epoch time: 12.1911497116s, input_fired_time: 0.1578361690, output_fired_time: 0.0000000000, propagate_forward_time: 10.5418729782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4914407730
validation[          , genome  6671] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       805.12024, best error:       733.12500 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.4437561035s, input_fired_time: 1.4275127649, output_fired_time: 0.9076038599, propagate_forward_time: 52.5773162842, propagate_backward_time: 81.5748748779, weight_update_time: 0.1553691179, other_time: 7.9564514160
epoch time: 12.0897674561s, input_fired_time: 0.1654999256, output_fired_time: 0.0000000000, propagate_forward_time: 10.3930702209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5311975479
validation[          , genome  6671] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       747.16272, best error:       733.12500 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 143.9465789795s, input_fired_time: 1.4211751223, output_fired_time: 0.9041698575, propagate_forward_time: 52.2533340454, propagate_backward_time: 81.4891052246, weight_update_time: 0.1554203928, other_time: 7.8787918091
epoch time: 12.1146545410s, input_fired_time: 0.1600522995, output_fired_time: 0.0000000000, propagate_forward_time: 10.4345788956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5200233459
validation[          , genome  6671] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       791.99792, best error:       733.12500 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.5134735107s, input_fired_time: 1.4495844841, output_fired_time: 0.9191904068, propagate_forward_time: 52.2748374939, propagate_backward_time: 82.0033264160, weight_update_time: 0.1551434994, other_time: 7.8665313721
epoch time: 12.0687627792s, input_fired_time: 0.1589640826, output_fired_time: 0.0000000000, propagate_forward_time: 10.3870820999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5227165222
validation[          , genome  6671] predictions:    9714/  10000 (97.14%), best:    9791/10000 (97.91%), error:       975.65961, best error:       733.12500 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 144.4854888916s, input_fired_time: 1.4398287535, output_fired_time: 0.9462716579, propagate_forward_time: 52.3464775085, propagate_backward_time: 81.6961212158, weight_update_time: 0.1562496275, other_time: 8.0567779541
epoch time: 12.1038007736s, input_fired_time: 0.1643373519, output_fired_time: 0.0000000000, propagate_forward_time: 10.4529237747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4865398407
validation[          , genome  6671] predictions:    9739/  10000 (97.39%), best:    9791/10000 (97.91%), error:       874.12079, best error:       733.12500 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 144.4009246826s, input_fired_time: 1.4405748844, output_fired_time: 0.8959234357, propagate_forward_time: 52.5859222412, propagate_backward_time: 81.6345672607, weight_update_time: 0.1722997874, other_time: 7.8439331055
epoch time: 12.1386775970s, input_fired_time: 0.1584888548, output_fired_time: 0.0000000000, propagate_forward_time: 10.4707489014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5094394684
validation[          , genome  6671] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       839.55560, best error:       733.12500 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 144.6261138916s, input_fired_time: 1.5364780426, output_fired_time: 0.9002141953, propagate_forward_time: 52.6330375671, propagate_backward_time: 81.6724929810, weight_update_time: 0.1561289132, other_time: 7.8838882446
epoch time: 12.1492471695s, input_fired_time: 0.1605574489, output_fired_time: 0.0000000000, propagate_forward_time: 10.4661312103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225582123
validation[          , genome  6671] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       764.26837, best error:       733.12500 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 144.3833770752s, input_fired_time: 1.4574611187, output_fired_time: 0.9196476936, propagate_forward_time: 52.6516952515, propagate_backward_time: 81.3939743042, weight_update_time: 0.1557720006, other_time: 7.9606018066
epoch time: 12.0507974625s, input_fired_time: 0.1590356529, output_fired_time: 0.0000000000, propagate_forward_time: 10.3877391815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5040225983
validation[          , genome  6671] predictions:    9708/  10000 (97.08%), best:    9791/10000 (97.91%), error:       958.26398, best error:       733.12500 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.4328613281s, input_fired_time: 1.4574443102, output_fired_time: 0.9186106324, propagate_forward_time: 52.6149444580, propagate_backward_time: 81.5671234131, weight_update_time: 0.1590185165, other_time: 7.8747406006
epoch time: 12.3040542603s, input_fired_time: 0.1610368490, output_fired_time: 0.0000000000, propagate_forward_time: 10.6058464050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5371713638
validation[          , genome  6671] predictions:    9723/  10000 (97.23%), best:    9791/10000 (97.91%), error:       932.57867, best error:       733.12500 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.3092193604s, input_fired_time: 1.4408761263, output_fired_time: 0.9115751982, propagate_forward_time: 52.4784736633, propagate_backward_time: 81.6061630249, weight_update_time: 0.1634958237, other_time: 7.8721389771
epoch time: 12.0342159271s, input_fired_time: 0.1615138650, output_fired_time: 0.0000000000, propagate_forward_time: 10.3795928955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4931087494
validation[          , genome  6671] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       763.33679, best error:       733.12500 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 144.8904876709s, input_fired_time: 1.4737854004, output_fired_time: 0.9475127459, propagate_forward_time: 52.6616439819, propagate_backward_time: 81.9586868286, weight_update_time: 0.1599239856, other_time: 7.8488616943
epoch time: 12.6318998337s, input_fired_time: 0.1679196060, output_fired_time: 0.0000000000, propagate_forward_time: 10.9043998718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5595808029
validation[          , genome  6671] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       823.02637, best error:       733.12500 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.3164367676s, input_fired_time: 1.4484523535, output_fired_time: 0.9170461297, propagate_forward_time: 52.7077407837, propagate_backward_time: 81.3660964966, weight_update_time: 0.1598864049, other_time: 7.8770904541
epoch time: 12.2173576355s, input_fired_time: 0.1615719944, output_fired_time: 0.0000000000, propagate_forward_time: 10.5372762680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5185089111
validation[          , genome  6671] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       789.04767, best error:       733.12500 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 144.9446563721s, input_fired_time: 1.4861681461, output_fired_time: 0.9011312723, propagate_forward_time: 52.5415802002, propagate_backward_time: 82.0427780151, weight_update_time: 0.1553102434, other_time: 7.9729843140
epoch time: 12.3068895340s, input_fired_time: 0.1603492796, output_fired_time: 0.0000000000, propagate_forward_time: 10.6103982925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5361423492
validation[          , genome  6671] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       762.70441, best error:       733.12500 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 144.9977874756s, input_fired_time: 1.5409100056, output_fired_time: 0.9014174342, propagate_forward_time: 52.7357139587, propagate_backward_time: 81.7933502197, weight_update_time: 0.1547317207, other_time: 8.0263977051
epoch time: 12.3392686844s, input_fired_time: 0.1598348618, output_fired_time: 0.0000000000, propagate_forward_time: 10.6751728058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5042610168
validation[          , genome  6671] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       749.78119, best error:       733.12500 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.7595825195s, input_fired_time: 1.4555616379, output_fired_time: 0.8936928511, propagate_forward_time: 52.4325561523, propagate_backward_time: 82.1564025879, weight_update_time: 0.1555934250, other_time: 7.8213653564
epoch time: 12.1147146225s, input_fired_time: 0.1605048031, output_fired_time: 0.0000000000, propagate_forward_time: 10.4530382156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011720657
validation[          , genome  6671] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       820.76068, best error:       733.12500 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.5691833496s, input_fired_time: 1.4639983177, output_fired_time: 0.9026958346, propagate_forward_time: 52.6092376709, propagate_backward_time: 81.7003631592, weight_update_time: 0.1552041322, other_time: 7.8928833008
epoch time: 12.2850885391s, input_fired_time: 0.1614174843, output_fired_time: 0.0000000000, propagate_forward_time: 10.6188650131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5048055649
validation[          , genome  6671] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       793.42712, best error:       733.12500 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 144.6394805908s, input_fired_time: 1.4467068911, output_fired_time: 0.8993938565, propagate_forward_time: 52.6978569031, propagate_backward_time: 81.6265716553, weight_update_time: 0.1548259854, other_time: 7.9689483643
epoch time: 12.3212642670s, input_fired_time: 0.1596751511, output_fired_time: 0.0000000000, propagate_forward_time: 10.6489105225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5126781464
validation[          , genome  6671] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       785.35638, best error:       733.12500 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 144.6739349365s, input_fired_time: 1.4647370577, output_fired_time: 0.9347851872, propagate_forward_time: 52.5109939575, propagate_backward_time: 81.9310989380, weight_update_time: 0.1557966769, other_time: 7.8323211670
epoch time: 12.3807334900s, input_fired_time: 0.1663872153, output_fired_time: 0.0000000000, propagate_forward_time: 10.6866731644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5276727676
validation[          , genome  6671] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       748.83868, best error:       733.12500 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.6012268066s, input_fired_time: 1.4608108997, output_fired_time: 0.8995526433, propagate_forward_time: 53.2333526611, propagate_backward_time: 82.0534133911, weight_update_time: 0.1560463160, other_time: 7.9540939331
epoch time: 12.4353256226s, input_fired_time: 0.1624635458, output_fired_time: 0.0000000000, propagate_forward_time: 10.7323503494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5405120850
validation[          , genome  6671] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       878.21985, best error:       733.12500 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.4596099854s, input_fired_time: 1.4654619694, output_fired_time: 0.8981930017, propagate_forward_time: 52.5630187988, propagate_backward_time: 81.6523361206, weight_update_time: 0.1549361497, other_time: 7.8805923462
epoch time: 12.1406116486s, input_fired_time: 0.1569837928, output_fired_time: 0.0000000000, propagate_forward_time: 10.4712753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5123529434
validation[          , genome  6671] predictions:    9766/  10000 (97.66%), best:    9791/10000 (97.91%), error:       802.85767, best error:       733.12500 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 144.7796325684s, input_fired_time: 1.4541717768, output_fired_time: 0.9564988613, propagate_forward_time: 52.7844505310, propagate_backward_time: 81.7415161133, weight_update_time: 0.1548332721, other_time: 7.8429870605
epoch time: 12.0034160614s, input_fired_time: 0.1598924249, output_fired_time: 0.0000000000, propagate_forward_time: 10.3603658676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4831581116
validation[          , genome  6671] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       794.09698, best error:       733.12500 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.9417114258s, input_fired_time: 1.4573389292, output_fired_time: 0.9157161117, propagate_forward_time: 52.3162651062, propagate_backward_time: 81.4121322632, weight_update_time: 0.1593010128, other_time: 7.8402633667
epoch time: 12.2845010757s, input_fired_time: 0.1691477746, output_fired_time: 0.0000000000, propagate_forward_time: 10.6060590744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5092945099
validation[          , genome  6671] predictions:    9679/  10000 (96.79%), best:    9791/10000 (97.91%), error:      1085.89941, best error:       733.12500 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 144.3757476807s, input_fired_time: 1.4898850918, output_fired_time: 0.9044662118, propagate_forward_time: 52.4832801819, propagate_backward_time: 81.7261276245, weight_update_time: 0.1555269361, other_time: 7.7719955444
epoch time: 12.1700887680s, input_fired_time: 0.1621948332, output_fired_time: 0.0000000000, propagate_forward_time: 10.4732351303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5346584320
validation[          , genome  6671] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       747.45496, best error:       733.12500 on epoch:    50, 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: 61.1627845764s, input_fired_time: 0.8331511617, output_fired_time: 0.0000000000, propagate_forward_time: 52.7087326050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.6208992004
best training[          , genome  6671] predictions:   49519/  50000 (99.04%), best:    9791/10000 (97.91%), error:      1783.95300, best error:       733.12500 on epoch:    50, 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: 12.6287879944s, input_fired_time: 0.1581406593, output_fired_time: 0.0000000000, propagate_forward_time: 10.6351814270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8354663849
   testing[          , genome  6671] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       665.51215, best error:       733.12500 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:11:37 (14889): called boinc_finish(0)

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