Nameexact_genome_1512568488_43_6497_0
Workunit2603763
Created7 Dec 2017, 20:08:20 UTC
Sent7 Dec 2017, 20:15:17 UTC
Report deadline14 Dec 2017, 20:48:07 UTC
Received8 Dec 2017, 15:34:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 39 min 59 sec
CPU time3 hours 39 min 54 sec
Validate stateValid
Credit1,755.70
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.73 MB
Peak swap size151.50 MB
Peak disk usage1.08 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
epoch time: 119.5409164429s, input_fired_time: 0.9808536172, output_fired_time: 0.7270373702, propagate_forward_time: 46.5053405762, propagate_backward_time: 68.7748413086, weight_update_time: 0.1306368560, other_time: 2.5528488159
epoch time: 9.9171800613s, input_fired_time: 0.1053674221, output_fired_time: 0.0000000000, propagate_forward_time: 9.3560495377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557628632
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1051.95483, best error:      1051.95483 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.2870559692s, input_fired_time: 0.9781417847, output_fired_time: 0.7205691934, propagate_forward_time: 46.4541702271, propagate_backward_time: 68.6030731201, weight_update_time: 0.1301165223, other_time: 2.5311050415
epoch time: 9.2401695251s, input_fired_time: 0.0998084024, output_fired_time: 0.0000000000, propagate_forward_time: 8.7000246048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403362274
validation[          , genome  6497] predictions:    9654/  10000 (96.54%), best:    9679/10000 (96.79%), error:      1117.10876, best error:      1051.95483 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.4672393799s, input_fired_time: 0.9715507627, output_fired_time: 0.7132431269, propagate_forward_time: 46.1870613098, propagate_backward_time: 68.1014556885, weight_update_time: 0.1290691495, other_time: 2.4939270020
epoch time: 9.9735755920s, input_fired_time: 0.1061987653, output_fired_time: 0.0000000000, propagate_forward_time: 9.4083309174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590463638
validation[          , genome  6497] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       996.33771, best error:       996.33771 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.3159484863s, input_fired_time: 0.9573432207, output_fired_time: 0.6965078115, propagate_forward_time: 44.5697441101, propagate_backward_time: 65.6275787354, weight_update_time: 0.1257301122, other_time: 2.4647674561
epoch time: 9.9535570145s, input_fired_time: 0.1063015908, output_fired_time: 0.0000000000, propagate_forward_time: 9.3843173981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629383087
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1035.62793, best error:       996.33771 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 116.3472900391s, input_fired_time: 0.9694452882, output_fired_time: 0.7103793025, propagate_forward_time: 45.2784233093, propagate_backward_time: 66.9283218384, weight_update_time: 0.1274095327, other_time: 2.4607162476
epoch time: 9.8595762253s, input_fired_time: 0.1056962237, output_fired_time: 0.0000000000, propagate_forward_time: 9.3021402359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517393112
validation[          , genome  6497] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       959.58917, best error:       959.58917 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.9919204712s, input_fired_time: 0.9793835282, output_fired_time: 0.7221276164, propagate_forward_time: 46.3691940308, propagate_backward_time: 68.4474716187, weight_update_time: 0.1291495562, other_time: 2.4737396240
epoch time: 9.9517087936s, input_fired_time: 0.1073111445, output_fired_time: 0.0000000000, propagate_forward_time: 9.3932781219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511194229
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9699/10000 (96.99%), error:      1127.85425, best error:       959.58917 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.2366943359s, input_fired_time: 0.9617543817, output_fired_time: 0.6995879412, propagate_forward_time: 44.9752578735, propagate_backward_time: 66.1688842773, weight_update_time: 0.1259901971, other_time: 2.4312133789
epoch time: 9.9680490494s, input_fired_time: 0.1071371436, output_fired_time: 0.0000000000, propagate_forward_time: 9.4110088348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499034882
validation[          , genome  6497] predictions:    9667/  10000 (96.67%), best:    9699/10000 (96.99%), error:      1038.27502, best error:       959.58917 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.0156250000s, input_fired_time: 0.9777148962, output_fired_time: 0.7172506452, propagate_forward_time: 46.4190788269, propagate_backward_time: 68.4263229370, weight_update_time: 0.1296017468, other_time: 2.4752578735
epoch time: 9.9606647491s, input_fired_time: 0.1069585681, output_fired_time: 0.0000000000, propagate_forward_time: 9.3995513916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541549683
validation[          , genome  6497] predictions:    9633/  10000 (96.33%), best:    9699/10000 (96.99%), error:      1183.39722, best error:       959.58917 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.9231796265s, input_fired_time: 0.9719340801, output_fired_time: 0.7061865926, propagate_forward_time: 45.9842605591, propagate_backward_time: 67.8107681274, weight_update_time: 0.1278877705, other_time: 2.4500350952
epoch time: 9.8805093765s, input_fired_time: 0.1065150872, output_fired_time: 0.0000000000, propagate_forward_time: 9.3252458572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487485886
validation[          , genome  6497] predictions:    9597/  10000 (95.97%), best:    9699/10000 (96.99%), error:      1306.36768, best error:       959.58917 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.5744323730s, input_fired_time: 0.9747571945, output_fired_time: 0.7096965909, propagate_forward_time: 45.7767944336, propagate_backward_time: 67.6519088745, weight_update_time: 0.1276734322, other_time: 2.4612808228
epoch time: 9.9438867569s, input_fired_time: 0.1070882380, output_fired_time: 0.0000000000, propagate_forward_time: 9.3907871246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460115433
validation[          , genome  6497] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1008.81598, best error:       959.58917 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.0602188110s, input_fired_time: 0.9852098823, output_fired_time: 0.7242751122, propagate_forward_time: 46.3567428589, propagate_backward_time: 68.5202178955, weight_update_time: 0.1294289231, other_time: 2.4737777710
epoch time: 9.9344844818s, input_fired_time: 0.1071563512, output_fired_time: 0.0000000000, propagate_forward_time: 9.3726062775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547214508
validation[          , genome  6497] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       925.64087, best error:       925.64087 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.0270614624s, input_fired_time: 0.9768316150, output_fired_time: 0.7136043310, propagate_forward_time: 45.9504966736, propagate_backward_time: 67.9282150269, weight_update_time: 0.1284649521, other_time: 2.4579086304
epoch time: 9.9532861710s, input_fired_time: 0.1074863300, output_fired_time: 0.0000000000, propagate_forward_time: 9.3938398361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519596100
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9711/10000 (97.11%), error:       937.68683, best error:       925.64087 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.3770217896s, input_fired_time: 0.9932659268, output_fired_time: 0.7299671173, propagate_forward_time: 46.8065223694, propagate_backward_time: 69.3628845215, weight_update_time: 0.1310864687, other_time: 2.4843902588
epoch time: 9.9642591476s, input_fired_time: 0.1080349386, output_fired_time: 0.0000000000, propagate_forward_time: 9.4033327103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528913498
validation[          , genome  6497] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:       953.53790, best error:       925.64087 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 118.2204132080s, input_fired_time: 0.9829933643, output_fired_time: 0.7157898545, propagate_forward_time: 46.0541343689, propagate_backward_time: 68.0132217407, weight_update_time: 0.1290608793, other_time: 2.4542770386
epoch time: 7.6994891167s, input_fired_time: 0.0884566531, output_fired_time: 0.0000000000, propagate_forward_time: 7.2184052467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926272392
validation[          , genome  6497] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1040.38940, best error:       925.64087 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 118.3208618164s, input_fired_time: 0.9829938412, output_fired_time: 0.7163376212, propagate_forward_time: 46.0965728760, propagate_backward_time: 68.0499038696, weight_update_time: 0.1289165318, other_time: 2.4750518799
epoch time: 9.9587783813s, input_fired_time: 0.1078212783, output_fired_time: 0.0000000000, propagate_forward_time: 9.3968381882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541187286
validation[          , genome  6497] predictions:    9619/  10000 (96.19%), best:    9711/10000 (97.11%), error:      1269.48047, best error:       925.64087 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 117.3977279663s, input_fired_time: 0.9762775898, output_fired_time: 0.7136003375, propagate_forward_time: 45.6328125000, propagate_backward_time: 67.6232376099, weight_update_time: 0.1278124005, other_time: 2.4517974854
epoch time: 9.9286756516s, input_fired_time: 0.1077566370, output_fired_time: 0.0000000000, propagate_forward_time: 9.3663969040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545221329
validation[          , genome  6497] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       877.69946, best error:       877.69946 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.9901351929s, input_fired_time: 0.9862601161, output_fired_time: 0.7181003094, propagate_forward_time: 46.3731307983, propagate_backward_time: 68.4317398071, weight_update_time: 0.1293765306, other_time: 2.4809036255
epoch time: 9.9546823502s, input_fired_time: 0.1080520973, output_fired_time: 0.0000000000, propagate_forward_time: 9.3980503082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485797882
validation[          , genome  6497] predictions:    9710/  10000 (97.10%), best:    9741/10000 (97.41%), error:       904.09235, best error:       877.69946 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 117.7731628418s, input_fired_time: 0.9800596833, output_fired_time: 0.7125083804, propagate_forward_time: 45.9301223755, propagate_backward_time: 67.6969680786, weight_update_time: 0.1278008670, other_time: 2.4535064697
epoch time: 9.9825620651s, input_fired_time: 0.1087048426, output_fired_time: 0.0000000000, propagate_forward_time: 9.4212942123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525632858
validation[          , genome  6497] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       872.96198, best error:       872.96198 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.8615646362s, input_fired_time: 0.9989144802, output_fired_time: 0.7335603237, propagate_forward_time: 47.0062522888, propagate_backward_time: 69.6152954102, weight_update_time: 0.1317814142, other_time: 2.5075378418
epoch time: 9.9857025146s, input_fired_time: 0.1083183661, output_fired_time: 0.0000000000, propagate_forward_time: 9.4223031998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550809860
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       930.18121, best error:       872.96198 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.9703826904s, input_fired_time: 1.0014067888, output_fired_time: 0.7349222898, propagate_forward_time: 47.0473785400, propagate_backward_time: 69.6763153076, weight_update_time: 0.1319396198, other_time: 2.5103607178
epoch time: 9.9715557098s, input_fired_time: 0.1084669679, output_fired_time: 0.0000000000, propagate_forward_time: 9.4051780701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579105377
validation[          , genome  6497] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       968.53235, best error:       872.96198 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.5375366211s, input_fired_time: 1.0018765926, output_fired_time: 0.7344611287, propagate_forward_time: 46.8712654114, propagate_backward_time: 69.4303512573, weight_update_time: 0.1315348595, other_time: 2.4995803833
epoch time: 9.9678306580s, input_fired_time: 0.1083498225, output_fired_time: 0.0000000000, propagate_forward_time: 9.4049911499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544897079
validation[          , genome  6497] predictions:    9736/  10000 (97.36%), best:    9728/10000 (97.28%), error:       885.65613, best error:       872.96198 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.8171691895s, input_fired_time: 1.0031157732, output_fired_time: 0.7334547043, propagate_forward_time: 46.9875907898, propagate_backward_time: 69.5844039917, weight_update_time: 0.1317267418, other_time: 2.5086135864
epoch time: 9.9743509293s, input_fired_time: 0.1090055853, output_fired_time: 0.0000000000, propagate_forward_time: 9.4109735489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543714523
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1019.83240, best error:       872.96198 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.6169586182s, input_fired_time: 1.0011125803, output_fired_time: 0.7315084934, propagate_forward_time: 46.9887237549, propagate_backward_time: 69.3921279907, weight_update_time: 0.1306142956, other_time: 2.5034866333
epoch time: 9.9478235245s, input_fired_time: 0.1092913151, output_fired_time: 0.0000000000, propagate_forward_time: 9.3847351074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537973404
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9728/10000 (97.28%), error:      1077.34656, best error:       872.96198 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.6596527100s, input_fired_time: 0.9979399443, output_fired_time: 0.7279797196, propagate_forward_time: 46.9302520752, propagate_backward_time: 69.5091476440, weight_update_time: 0.1309572905, other_time: 2.4943313599
epoch time: 9.9515762329s, input_fired_time: 0.1087754741, output_fired_time: 0.0000000000, propagate_forward_time: 9.3899230957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528779984
validation[          , genome  6497] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       901.35034, best error:       872.96198 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.3048934937s, input_fired_time: 0.9957521558, output_fired_time: 0.7206796408, propagate_forward_time: 46.8876724243, propagate_backward_time: 69.2192611694, weight_update_time: 0.1305098087, other_time: 2.4815292358
epoch time: 9.9830007553s, input_fired_time: 0.1088958979, output_fired_time: 0.0000000000, propagate_forward_time: 9.4198799133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542245865
validation[          , genome  6497] predictions:    9659/  10000 (96.59%), best:    9728/10000 (97.28%), error:      1077.51221, best error:       872.96198 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 121.1110458374s, input_fired_time: 1.0085407495, output_fired_time: 0.7363574505, propagate_forward_time: 47.0752525330, propagate_backward_time: 69.7829742432, weight_update_time: 0.1318025440, other_time: 2.5079193115
epoch time: 9.9580593109s, input_fired_time: 0.1088557169, output_fired_time: 0.0000000000, propagate_forward_time: 9.3998489380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493551254
validation[          , genome  6497] predictions:    9651/  10000 (96.51%), best:    9728/10000 (97.28%), error:      1166.47815, best error:       872.96198 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.2689743042s, input_fired_time: 1.0070784092, output_fired_time: 0.7455224991, propagate_forward_time: 47.1906394958, propagate_backward_time: 69.8185882568, weight_update_time: 0.1320793927, other_time: 2.5071411133
epoch time: 9.9635305405s, input_fired_time: 0.1095993072, output_fired_time: 0.0000000000, propagate_forward_time: 9.4080476761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458837509
validation[          , genome  6497] predictions:    9692/  10000 (96.92%), best:    9728/10000 (97.28%), error:       986.92993, best error:       872.96198 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 121.0936355591s, input_fired_time: 1.0080230236, output_fired_time: 0.7376620770, propagate_forward_time: 47.1270561218, propagate_backward_time: 69.7143554688, weight_update_time: 0.1322029531, other_time: 2.5065307617
epoch time: 9.7854347229s, input_fired_time: 0.1081424505, output_fired_time: 0.0000000000, propagate_forward_time: 9.2280683517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492235184
validation[          , genome  6497] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:       976.71844, best error:       872.96198 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 119.8444442749s, input_fired_time: 0.9968158603, output_fired_time: 0.7207022905, propagate_forward_time: 46.7249908447, propagate_backward_time: 68.9122238159, weight_update_time: 0.1299236715, other_time: 2.4897079468
epoch time: 9.9726629257s, input_fired_time: 0.1100113839, output_fired_time: 0.0000000000, propagate_forward_time: 9.4137716293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488801956
validation[          , genome  6497] predictions:    9670/  10000 (96.70%), best:    9728/10000 (97.28%), error:      1006.86005, best error:       872.96198 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.5797500610s, input_fired_time: 0.9976445436, output_fired_time: 0.7226740122, propagate_forward_time: 46.5400962830, propagate_backward_time: 68.8345336914, weight_update_time: 0.1300566345, other_time: 2.4848022461
epoch time: 9.9875907898s, input_fired_time: 0.1100776121, output_fired_time: 0.0000000000, propagate_forward_time: 9.4238758087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536371231
validation[          , genome  6497] predictions:    9720/  10000 (97.20%), best:    9728/10000 (97.28%), error:       917.05328, best error:       872.96198 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.2011413574s, input_fired_time: 1.0026496649, output_fired_time: 0.7313981056, propagate_forward_time: 46.6939697266, propagate_backward_time: 69.2834701538, weight_update_time: 0.1310821772, other_time: 2.4896545410
epoch time: 9.9765186310s, input_fired_time: 0.1094562784, output_fired_time: 0.0000000000, propagate_forward_time: 9.4113616943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557008743
validation[          , genome  6497] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1054.84326, best error:       872.96198 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.4912719727s, input_fired_time: 0.9999454618, output_fired_time: 0.7254564166, propagate_forward_time: 46.9169349670, propagate_backward_time: 69.3634872437, weight_update_time: 0.1310279965, other_time: 2.4854507446
epoch time: 9.9711475372s, input_fired_time: 0.1087137014, output_fired_time: 0.0000000000, propagate_forward_time: 9.4078321457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546012878
validation[          , genome  6497] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:      1018.63513, best error:       872.96198 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.3251190186s, input_fired_time: 0.9956580997, output_fired_time: 0.7249818444, propagate_forward_time: 46.4723701477, propagate_backward_time: 68.6595382690, weight_update_time: 0.1295310259, other_time: 2.4725723267
epoch time: 9.6373319626s, input_fired_time: 0.1068225130, output_fired_time: 0.0000000000, propagate_forward_time: 9.0875921249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429168701
validation[          , genome  6497] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1043.08105, best error:       872.96198 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.3870010376s, input_fired_time: 1.0017589331, output_fired_time: 0.7352174520, propagate_forward_time: 46.8794136047, propagate_backward_time: 69.2750701904, weight_update_time: 0.1304520667, other_time: 2.4955444336
epoch time: 9.9806032181s, input_fired_time: 0.1108185649, output_fired_time: 0.0000000000, propagate_forward_time: 9.4172086716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525756836
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9728/10000 (97.28%), error:       917.25531, best error:       872.96198 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.1906738281s, input_fired_time: 0.9994831681, output_fired_time: 0.7255446911, propagate_forward_time: 46.8154029846, propagate_backward_time: 69.1709060669, weight_update_time: 0.1306339949, other_time: 2.4793319702
epoch time: 9.9743728638s, input_fired_time: 0.1102026850, output_fired_time: 0.0000000000, propagate_forward_time: 9.4115180969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526519775
validation[          , genome  6497] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       841.95276, best error:       841.95276 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.6341094971s, input_fired_time: 0.9982811809, output_fired_time: 0.7198922038, propagate_forward_time: 46.5788002014, propagate_backward_time: 68.8700790405, weight_update_time: 0.1300569028, other_time: 2.4670486450
epoch time: 9.9825010300s, input_fired_time: 0.1095174327, output_fired_time: 0.0000000000, propagate_forward_time: 9.4194173813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535665512
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9750/10000 (97.50%), error:      1071.55969, best error:       841.95276 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.3977661133s, input_fired_time: 1.0067211390, output_fired_time: 0.7295521498, propagate_forward_time: 46.8666687012, propagate_backward_time: 69.3070220947, weight_update_time: 0.1305846870, other_time: 2.4878005981
epoch time: 9.9471111298s, input_fired_time: 0.1104352251, output_fired_time: 0.0000000000, propagate_forward_time: 9.3841238022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525518417
validation[          , genome  6497] predictions:    9674/  10000 (96.74%), best:    9750/10000 (97.50%), error:      1062.60571, best error:       841.95276 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.7309494019s, input_fired_time: 1.0101770163, output_fired_time: 0.7346528769, propagate_forward_time: 47.0092277527, propagate_backward_time: 69.4758300781, weight_update_time: 0.1309433281, other_time: 2.5010681152
epoch time: 9.9554719925s, input_fired_time: 0.1106751710, output_fired_time: 0.0000000000, propagate_forward_time: 9.3907985687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539985657
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       932.39301, best error:       841.95276 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.6342315674s, input_fired_time: 1.0027273893, output_fired_time: 0.7256939411, propagate_forward_time: 46.5364837646, propagate_backward_time: 68.8775253296, weight_update_time: 0.1299288422, other_time: 2.4918060303
epoch time: 9.8574113846s, input_fired_time: 0.1096418425, output_fired_time: 0.0000000000, propagate_forward_time: 9.3006305695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471387863
validation[          , genome  6497] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:      1012.97858, best error:       841.95276 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.2461090088s, input_fired_time: 1.0046762228, output_fired_time: 0.7240148187, propagate_forward_time: 46.8327865601, propagate_backward_time: 69.1776504517, weight_update_time: 0.1304281354, other_time: 2.5069808960
epoch time: 9.9885416031s, input_fired_time: 0.1103010550, output_fired_time: 0.0000000000, propagate_forward_time: 9.4248428345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533977509
validation[          , genome  6497] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       945.50549, best error:       841.95276 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.6508255005s, input_fired_time: 1.0096364021, output_fired_time: 0.7302791476, propagate_forward_time: 47.0089378357, propagate_backward_time: 69.4103469849, weight_update_time: 0.1308405995, other_time: 2.4916305542
epoch time: 9.9791736603s, input_fired_time: 0.1103683487, output_fired_time: 0.0000000000, propagate_forward_time: 9.4137363434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550685883
validation[          , genome  6497] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:       990.82739, best error:       841.95276 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.9258117676s, input_fired_time: 1.0101419687, output_fired_time: 0.7243299484, propagate_forward_time: 46.6961402893, propagate_backward_time: 68.9973297119, weight_update_time: 0.1300367266, other_time: 2.4978790283
epoch time: 9.9986686707s, input_fired_time: 0.1104346812, output_fired_time: 0.0000000000, propagate_forward_time: 9.4345264435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537076950
validation[          , genome  6497] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       853.27753, best error:       841.95276 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 120.5478515625s, input_fired_time: 1.0037755966, output_fired_time: 0.7220999599, propagate_forward_time: 46.9924201965, propagate_backward_time: 69.3538589478, weight_update_time: 0.1313010305, other_time: 2.4757003784
epoch time: 9.9431562424s, input_fired_time: 0.1112193763, output_fired_time: 0.0000000000, propagate_forward_time: 9.3802623749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516744614
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       959.29541, best error:       841.95276 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 120.7247619629s, input_fired_time: 1.0125411749, output_fired_time: 0.7350907326, propagate_forward_time: 46.9370613098, propagate_backward_time: 69.5522766113, weight_update_time: 0.1317269653, other_time: 2.4877929688
epoch time: 9.9624481201s, input_fired_time: 0.1105784774, output_fired_time: 0.0000000000, propagate_forward_time: 9.4045162201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473533630
validation[          , genome  6497] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       924.06549, best error:       841.95276 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 121.1674041748s, input_fired_time: 1.0135431290, output_fired_time: 0.7356888056, propagate_forward_time: 47.1527671814, propagate_backward_time: 69.7738189697, weight_update_time: 0.1318896711, other_time: 2.4915924072
epoch time: 9.9812059402s, input_fired_time: 0.1111364514, output_fired_time: 0.0000000000, propagate_forward_time: 9.4162549973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538145065
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       942.62598, best error:       841.95276 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.1539382935s, input_fired_time: 1.0167313814, output_fired_time: 0.7380887270, propagate_forward_time: 47.0520858765, propagate_backward_time: 69.8520355225, weight_update_time: 0.1317855865, other_time: 2.4949951172
epoch time: 9.9686393738s, input_fired_time: 0.1114761755, output_fired_time: 0.0000000000, propagate_forward_time: 9.4037771225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533863068
validation[          , genome  6497] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       990.02411, best error:       841.95276 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 120.9280471802s, input_fired_time: 1.0176514387, output_fired_time: 0.7326802015, propagate_forward_time: 47.0432472229, propagate_backward_time: 69.6388397217, weight_update_time: 0.1315679848, other_time: 2.4956207275
epoch time: 9.9977855682s, input_fired_time: 0.1116166413, output_fired_time: 0.0000000000, propagate_forward_time: 9.4272603989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589080811
validation[          , genome  6497] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       884.43958, best error:       841.95276 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.8027267456s, input_fired_time: 1.0143921375, output_fired_time: 0.7265747190, propagate_forward_time: 47.0635528564, propagate_backward_time: 69.4988327026, weight_update_time: 0.1309515089, other_time: 2.4993743896
epoch time: 9.9960079193s, input_fired_time: 0.1117211655, output_fired_time: 0.0000000000, propagate_forward_time: 9.4272031784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570837021
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       978.77448, best error:       841.95276 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 118.9259185791s, input_fired_time: 1.0073399544, output_fired_time: 0.7216575146, propagate_forward_time: 46.2407226562, propagate_backward_time: 68.4612197876, weight_update_time: 0.1295092553, other_time: 2.4949798584
epoch time: 9.8991889954s, input_fired_time: 0.1109203845, output_fired_time: 0.0000000000, propagate_forward_time: 9.3353643417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529047012
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:      1016.21124, best error:       841.95276 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.4465484619s, input_fired_time: 1.0068238974, output_fired_time: 0.7212981582, propagate_forward_time: 46.4489059448, propagate_backward_time: 68.7671661377, weight_update_time: 0.1299350858, other_time: 2.5023574829
epoch time: 9.9432182312s, input_fired_time: 0.1122846007, output_fired_time: 0.0000000000, propagate_forward_time: 9.3766927719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542407990
validation[          , genome  6497] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       931.79932, best error:       841.95276 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.9903564453s, input_fired_time: 1.0175360441, output_fired_time: 0.7334211469, propagate_forward_time: 47.0797119141, propagate_backward_time: 69.6555023193, weight_update_time: 0.1320745349, other_time: 2.5041885376
epoch time: 9.9828691483s, input_fired_time: 0.1117547750, output_fired_time: 0.0000000000, propagate_forward_time: 9.4168987274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542160034
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       874.16571, best error:       841.95276 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.1286773682s, input_fired_time: 1.0183833838, output_fired_time: 0.7328441739, propagate_forward_time: 47.1153450012, propagate_backward_time: 69.7577743530, weight_update_time: 0.1319891214, other_time: 2.5043258667
epoch time: 9.9921083450s, input_fired_time: 0.1117113829, output_fired_time: 0.0000000000, propagate_forward_time: 9.4249277115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554691315
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       929.18811, best error:       841.95276 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 120.9486999512s, input_fired_time: 1.0201261044, output_fired_time: 0.7375488877, propagate_forward_time: 47.0798797607, propagate_backward_time: 69.6088867188, weight_update_time: 0.1318520308, other_time: 2.5022583008
epoch time: 9.9773216248s, input_fired_time: 0.1120650321, output_fired_time: 0.0000000000, propagate_forward_time: 9.4095125198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557437897
validation[          , genome  6497] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       902.12122, best error:       841.95276 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.5835723877s, input_fired_time: 1.0194001198, output_fired_time: 0.7310996056, propagate_forward_time: 46.8858299255, propagate_backward_time: 69.4383850098, weight_update_time: 0.1309841275, other_time: 2.5088500977
epoch time: 10.0023241043s, input_fired_time: 0.1121411696, output_fired_time: 0.0000000000, propagate_forward_time: 9.4356441498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545383453
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       987.35944, best error:       841.95276 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 120.0169219971s, input_fired_time: 1.0157804489, output_fired_time: 0.7304272652, propagate_forward_time: 46.7349853516, propagate_backward_time: 69.0463256836, weight_update_time: 0.1308804750, other_time: 2.4894027710
epoch time: 9.9617691040s, input_fired_time: 0.1118630320, output_fired_time: 0.0000000000, propagate_forward_time: 9.3965282440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533777237
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       983.26819, best error:       841.95276 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.2461547852s, input_fired_time: 1.0180164576, output_fired_time: 0.7319369316, propagate_forward_time: 46.7873497009, propagate_backward_time: 69.2199783325, weight_update_time: 0.1315099001, other_time: 2.4888839722
epoch time: 9.7630939484s, input_fired_time: 0.1116481125, output_fired_time: 0.0000000000, propagate_forward_time: 9.2018632889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495820999
validation[          , genome  6497] predictions:    9688/  10000 (96.88%), best:    9750/10000 (97.50%), error:      1019.16370, best error:       841.95276 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.5833053589s, input_fired_time: 1.0094521046, output_fired_time: 0.7212918401, propagate_forward_time: 46.6203422546, propagate_backward_time: 68.7613830566, weight_update_time: 0.1304210573, other_time: 2.4708404541
epoch time: 9.9676284790s, input_fired_time: 0.1118427515, output_fired_time: 0.0000000000, propagate_forward_time: 9.4043169022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514684677
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       894.85889, best error:       841.95276 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.6634292603s, input_fired_time: 1.0172004700, output_fired_time: 0.7283023596, propagate_forward_time: 47.0293235779, propagate_backward_time: 69.4045257568, weight_update_time: 0.1305890530, other_time: 2.4840698242
epoch time: 9.9832887650s, input_fired_time: 0.1118489727, output_fired_time: 0.0000000000, propagate_forward_time: 9.4185352325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529047012
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       923.62872, best error:       841.95276 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 120.5773239136s, input_fired_time: 1.0149552822, output_fired_time: 0.7244061232, propagate_forward_time: 47.0281295776, propagate_backward_time: 69.3304672241, weight_update_time: 0.1303110123, other_time: 2.4793701172
epoch time: 9.9442720413s, input_fired_time: 0.1123477891, output_fired_time: 0.0000000000, propagate_forward_time: 9.3799009323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520235062
validation[          , genome  6497] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:      1000.79395, best error:       841.95276 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.7571487427s, input_fired_time: 1.0168691874, output_fired_time: 0.7261786461, propagate_forward_time: 46.6915130615, propagate_backward_time: 68.8427429199, weight_update_time: 0.1303260326, other_time: 2.4798431396
epoch time: 9.9784126282s, input_fired_time: 0.1128614321, output_fired_time: 0.0000000000, propagate_forward_time: 9.4131975174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523534775
validation[          , genome  6497] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       962.54297, best error:       841.95276 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.6207504272s, input_fired_time: 1.0163060427, output_fired_time: 0.7256125808, propagate_forward_time: 46.9773292542, propagate_backward_time: 69.4193191528, weight_update_time: 0.1306743622, other_time: 2.4821853638
epoch time: 9.8741731644s, input_fired_time: 0.1120822281, output_fired_time: 0.0000000000, propagate_forward_time: 9.3126363754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494543076
validation[          , genome  6497] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       939.71002, best error:       841.95276 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.2747192383s, input_fired_time: 1.0119043589, output_fired_time: 0.7183051109, propagate_forward_time: 46.0278472900, propagate_backward_time: 68.0480651855, weight_update_time: 0.1286513507, other_time: 2.4685974121
epoch time: 9.9824390411s, input_fired_time: 0.1130034700, output_fired_time: 0.0000000000, propagate_forward_time: 9.4154090881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540262222
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       913.74463, best error:       841.95276 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.8371810913s, input_fired_time: 1.0201015472, output_fired_time: 0.7288522124, propagate_forward_time: 47.0771522522, propagate_backward_time: 69.5102767944, weight_update_time: 0.1308695972, other_time: 2.5008010864
epoch time: 9.9811306000s, input_fired_time: 0.1129538566, output_fired_time: 0.0000000000, propagate_forward_time: 9.4141263962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540500641
validation[          , genome  6497] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       877.31885, best error:       841.95276 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.7606964111s, input_fired_time: 1.0245044231, output_fired_time: 0.7277327180, propagate_forward_time: 47.0126152039, propagate_backward_time: 69.4951629639, weight_update_time: 0.1319281608, other_time: 2.5006866455
epoch time: 9.9748220444s, input_fired_time: 0.1123407781, output_fired_time: 0.0000000000, propagate_forward_time: 9.4089279175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535531998
validation[          , genome  6497] predictions:    9683/  10000 (96.83%), best:    9750/10000 (97.50%), error:      1116.19067, best error:       841.95276 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.2479858398s, input_fired_time: 1.0287166834, output_fired_time: 0.7402445078, propagate_forward_time: 47.0748710632, propagate_backward_time: 69.8911514282, weight_update_time: 0.1321484745, other_time: 2.5130081177
epoch time: 9.9866628647s, input_fired_time: 0.1130368635, output_fired_time: 0.0000000000, propagate_forward_time: 9.4171199799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565057755
validation[          , genome  6497] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:      1014.24133, best error:       841.95276 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 120.1401138306s, input_fired_time: 1.0216729641, output_fired_time: 0.7269053459, propagate_forward_time: 46.7478942871, propagate_backward_time: 69.1224594116, weight_update_time: 0.1305979639, other_time: 2.5211791992
epoch time: 9.9717798233s, input_fired_time: 0.1133849099, output_fired_time: 0.0000000000, propagate_forward_time: 9.4034528732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549417496
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       940.09326, best error:       841.95276 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 120.8163070679s, input_fired_time: 1.0257595778, output_fired_time: 0.7320421934, propagate_forward_time: 47.0070800781, propagate_backward_time: 69.5489807129, weight_update_time: 0.1308490634, other_time: 2.5024490356
epoch time: 9.9500188828s, input_fired_time: 0.1129957139, output_fired_time: 0.0000000000, propagate_forward_time: 9.3846693039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523534775
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1095.23926, best error:       841.95276 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.9664001465s, input_fired_time: 1.0234541893, output_fired_time: 0.7320309281, propagate_forward_time: 47.1228942871, propagate_backward_time: 69.5848846436, weight_update_time: 0.1310217977, other_time: 2.5031356812
epoch time: 10.0001344681s, input_fired_time: 0.1144783944, output_fired_time: 0.0000000000, propagate_forward_time: 9.4284429550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572134018
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       919.23962, best error:       841.95276 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.7050476074s, input_fired_time: 1.0204119682, output_fired_time: 0.7291001678, propagate_forward_time: 47.0806045532, propagate_backward_time: 69.3759078979, weight_update_time: 0.1309763491, other_time: 2.4990234375
epoch time: 9.9915046692s, input_fired_time: 0.1146370992, output_fired_time: 0.0000000000, propagate_forward_time: 9.4223756790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544916153
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       937.53979, best error:       841.95276 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.9045104980s, input_fired_time: 1.0259265900, output_fired_time: 0.7309398055, propagate_forward_time: 47.0684547424, propagate_backward_time: 69.5810470581, weight_update_time: 0.1307491809, other_time: 2.4981460571
epoch time: 9.9806251526s, input_fired_time: 0.1140429378, output_fired_time: 0.0000000000, propagate_forward_time: 9.4109516144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556303024
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       880.30780, best error:       841.95276 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.8730087280s, input_fired_time: 1.0258506536, output_fired_time: 0.7298032641, propagate_forward_time: 47.0579147339, propagate_backward_time: 69.5539550781, weight_update_time: 0.1313702315, other_time: 2.5054855347
epoch time: 9.9989166260s, input_fired_time: 0.1146482676, output_fired_time: 0.0000000000, propagate_forward_time: 9.4285755157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556932449
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1046.86194, best error:       841.95276 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 120.9492645264s, input_fired_time: 1.0269840956, output_fired_time: 0.7279490232, propagate_forward_time: 47.1196212769, propagate_backward_time: 69.5712890625, weight_update_time: 0.1307192445, other_time: 2.5034179688
epoch time: 9.9958353043s, input_fired_time: 0.1141552031, output_fired_time: 0.0000000000, propagate_forward_time: 9.4259052277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557752609
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       906.22278, best error:       841.95276 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 121.0440597534s, input_fired_time: 1.0306284428, output_fired_time: 0.7316770554, propagate_forward_time: 47.1248283386, propagate_backward_time: 69.6502761841, weight_update_time: 0.1310331970, other_time: 2.5066452026
epoch time: 9.9703912735s, input_fired_time: 0.1144759059, output_fired_time: 0.0000000000, propagate_forward_time: 9.4089612961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469537735
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:      1014.13953, best error:       841.95276 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.0563201904s, input_fired_time: 1.0308051109, output_fired_time: 0.7323200107, propagate_forward_time: 47.1278724670, propagate_backward_time: 69.6588897705, weight_update_time: 0.1310787052, other_time: 2.5064239502
epoch time: 9.9979324341s, input_fired_time: 0.1142539084, output_fired_time: 0.0000000000, propagate_forward_time: 9.4281749725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555034637
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       931.92908, best error:       841.95276 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.9419479370s, input_fired_time: 1.0302459002, output_fired_time: 0.7282223105, propagate_forward_time: 47.1149826050, propagate_backward_time: 69.5658416748, weight_update_time: 0.1310902685, other_time: 2.5026550293
epoch time: 9.9997186661s, input_fired_time: 0.1144835502, output_fired_time: 0.0000000000, propagate_forward_time: 9.4295854568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556493759
validation[          , genome  6497] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       897.64185, best error:       841.95276 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 121.0335159302s, input_fired_time: 1.0314010382, output_fired_time: 0.7317029238, propagate_forward_time: 47.1425514221, propagate_backward_time: 69.6326217651, weight_update_time: 0.1312266141, other_time: 2.4952316284
epoch time: 9.9905786514s, input_fired_time: 0.1148970500, output_fired_time: 0.0000000000, propagate_forward_time: 9.4197015762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559803009
validation[          , genome  6497] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       953.28046, best error:       841.95276 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.0540237427s, input_fired_time: 1.0304049253, output_fired_time: 0.7330819964, propagate_forward_time: 47.1147842407, propagate_backward_time: 69.6745986938, weight_update_time: 0.1312064528, other_time: 2.5011520386
epoch time: 10.0148906708s, input_fired_time: 0.1157326549, output_fired_time: 0.0000000000, propagate_forward_time: 9.4414434433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577150345
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       967.58173, best error:       841.95276 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 120.7126159668s, input_fired_time: 1.0304236412, output_fired_time: 0.7328673601, propagate_forward_time: 46.9684066772, propagate_backward_time: 69.4780731201, weight_update_time: 0.1314752698, other_time: 2.5028457642
epoch time: 9.9626712799s, input_fired_time: 0.1143295839, output_fired_time: 0.0000000000, propagate_forward_time: 9.3956031799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527387619
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       920.16949, best error:       841.95276 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.7801208496s, input_fired_time: 1.0275057554, output_fired_time: 0.7310559154, propagate_forward_time: 46.9996490479, propagate_backward_time: 69.5280532837, weight_update_time: 0.1316189468, other_time: 2.4938583374
epoch time: 10.0174503326s, input_fired_time: 0.1157480776, output_fired_time: 0.0000000000, propagate_forward_time: 9.4380550385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636468887
validation[          , genome  6497] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       946.34009, best error:       841.95276 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.0778656006s, input_fired_time: 1.0210947990, output_fired_time: 0.7190501690, propagate_forward_time: 46.3371086121, propagate_backward_time: 68.5123062134, weight_update_time: 0.1293026507, other_time: 2.4883041382
epoch time: 9.9362745285s, input_fired_time: 0.1149893329, output_fired_time: 0.0000000000, propagate_forward_time: 9.3669586182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543266296
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       896.41876, best error:       841.95276 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.5946044922s, input_fired_time: 1.0324147940, output_fired_time: 0.7328978181, propagate_forward_time: 46.9122428894, propagate_backward_time: 69.4162750244, weight_update_time: 0.1311100423, other_time: 2.5007781982
epoch time: 9.9682321548s, input_fired_time: 0.1150421277, output_fired_time: 0.0000000000, propagate_forward_time: 9.3979883194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552021027
validation[          , genome  6497] predictions:    9671/  10000 (96.71%), best:    9750/10000 (97.50%), error:      1094.00610, best error:       841.95276 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.0572433472s, input_fired_time: 1.0333297253, output_fired_time: 0.7366205454, propagate_forward_time: 47.0790786743, propagate_backward_time: 69.6983184814, weight_update_time: 0.1317964494, other_time: 2.5098953247
epoch time: 9.9966659546s, input_fired_time: 0.1156393886, output_fired_time: 0.0000000000, propagate_forward_time: 9.4235801697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574460983
validation[          , genome  6497] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       839.67468, best error:       839.67468 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.9230499268s, input_fired_time: 1.0337361097, output_fired_time: 0.7286534309, propagate_forward_time: 47.0869789124, propagate_backward_time: 69.5483551025, weight_update_time: 0.1311131567, other_time: 2.5253295898
epoch time: 10.0157508850s, input_fired_time: 0.1163100898, output_fired_time: 0.0000000000, propagate_forward_time: 9.4353837967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640569687
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9758/10000 (97.58%), error:       997.90002, best error:       839.67468 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.9743347168s, input_fired_time: 1.0337729454, output_fired_time: 0.7290548682, propagate_forward_time: 47.0920791626, propagate_backward_time: 69.6148681641, weight_update_time: 0.1312485933, other_time: 2.5045547485
epoch time: 10.0054111481s, input_fired_time: 0.1169770584, output_fired_time: 0.0000000000, propagate_forward_time: 9.4305906296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578437805
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       906.59869, best error:       839.67468 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.2407760620s, input_fired_time: 1.0379034281, output_fired_time: 0.7350546718, propagate_forward_time: 47.1229820251, propagate_backward_time: 69.8359146118, weight_update_time: 0.1319791228, other_time: 2.5089187622
epoch time: 10.0124034882s, input_fired_time: 0.1166011319, output_fired_time: 0.0000000000, propagate_forward_time: 9.4397773743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560251236
validation[          , genome  6497] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       943.37854, best error:       839.67468 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.0726699829s, input_fired_time: 1.0370370150, output_fired_time: 0.7306350470, propagate_forward_time: 47.1646766663, propagate_backward_time: 69.6460800171, weight_update_time: 0.1315581650, other_time: 2.4942398071
epoch time: 9.6179275513s, input_fired_time: 0.1126337498, output_fired_time: 0.0000000000, propagate_forward_time: 9.0630598068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422340393
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       863.64246, best error:       839.67468 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.3091812134s, input_fired_time: 1.0314836502, output_fired_time: 0.7333685756, propagate_forward_time: 46.7723426819, propagate_backward_time: 69.2889633179, weight_update_time: 0.1303543001, other_time: 2.4830245972
epoch time: 9.9270820618s, input_fired_time: 0.1147629693, output_fired_time: 0.0000000000, propagate_forward_time: 9.3596763611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526424408
validation[          , genome  6497] predictions:    9685/  10000 (96.85%), best:    9758/10000 (97.58%), error:      1006.77570, best error:       839.67468 on epoch:    95, 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: 48.7399215698s, input_fired_time: 0.5729583502, output_fired_time: 0.0000000000, propagate_forward_time: 45.8963203430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2706413269
best training[          , genome  6497] predictions:   49565/  50000 (99.13%), best:    9758/10000 (97.58%), error:      1727.84021, best error:       839.67468 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.9872369766s, input_fired_time: 0.1138285100, output_fired_time: 0.0000000000, propagate_forward_time: 9.4209213257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524869919
   testing[          , genome  6497] predictions:    9773/  10000 (97.73%), best:    9758/10000 (97.58%), error:       785.46259, best error:       839.67468 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:34:07 (72899): called boinc_finish(0)

</stderr_txt>
]]>