Nameexact_genome_1512568488_43_3431_1
Workunit2588457
Created7 Dec 2017, 4:47:27 UTC
Sent7 Dec 2017, 4:53:54 UTC
Report deadline11 Dec 2017, 0:47:37 UTC
Received7 Dec 2017, 15:20:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 8 min 53 sec
CPU time2 hours 6 min 23 sec
Validate stateValid
Credit957.24
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.27 MB
Peak swap size156.64 MB
Peak disk usage1.50 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 0.0781001076, output_fired_time: 0.0000000000, propagate_forward_time: 5.0202531815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386415482
validation[          , genome  3431] predictions:    9508/  10000 (95.08%), best:    9530/10000 (95.30%), error:      1601.48364, best error:      1525.70886 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 72.9322738647s, input_fired_time: 0.6320046186, output_fired_time: 0.5661238432, propagate_forward_time: 27.6710872650, propagate_backward_time: 41.5451049805, weight_update_time: 0.1143407673, other_time: 2.5179519653
epoch time: 5.6031713486s, input_fired_time: 0.0796229094, output_fired_time: 0.0000000000, propagate_forward_time: 5.0813918114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421567917
validation[          , genome  3431] predictions:    9540/  10000 (95.40%), best:    9530/10000 (95.30%), error:      1531.21887, best error:      1525.70886 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.8425827026s, input_fired_time: 0.6301392317, output_fired_time: 0.5706271529, propagate_forward_time: 26.7057781219, propagate_backward_time: 42.4234809875, weight_update_time: 0.1167344004, other_time: 2.5125541687
epoch time: 5.5977730751s, input_fired_time: 0.0784383118, output_fired_time: 0.0000000000, propagate_forward_time: 5.0858902931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334445000
validation[          , genome  3431] predictions:    9493/  10000 (94.93%), best:    9530/10000 (95.30%), error:      1609.65820, best error:      1525.70886 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.2791442871s, input_fired_time: 0.6341189742, output_fired_time: 0.5759466887, propagate_forward_time: 27.8982315063, propagate_backward_time: 41.6446304321, weight_update_time: 0.1145264581, other_time: 2.5262222290
epoch time: 5.6765069962s, input_fired_time: 0.0800349116, output_fired_time: 0.0000000000, propagate_forward_time: 5.1510353088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454369545
validation[          , genome  3431] predictions:    9532/  10000 (95.32%), best:    9530/10000 (95.30%), error:      1560.33606, best error:      1525.70886 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 71.4064636230s, input_fired_time: 0.6272879243, output_fired_time: 0.5610550642, propagate_forward_time: 26.4881858826, propagate_backward_time: 41.2326927185, weight_update_time: 0.1140046343, other_time: 2.4972381592
epoch time: 6.9817924500s, input_fired_time: 0.0838853121, output_fired_time: 0.0000000000, propagate_forward_time: 6.4359450340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619622231
validation[          , genome  3431] predictions:    9528/  10000 (95.28%), best:    9530/10000 (95.30%), error:      1579.68164, best error:      1525.70886 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 71.3904724121s, input_fired_time: 0.6303478479, output_fired_time: 0.5666376352, propagate_forward_time: 25.6191978455, propagate_backward_time: 42.0531997681, weight_update_time: 0.1141938120, other_time: 2.5210914612
epoch time: 6.8980875015s, input_fired_time: 0.0823948011, output_fired_time: 0.0000000000, propagate_forward_time: 6.3604607582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552321434
validation[          , genome  3431] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1514.47839, best error:      1514.47839 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.4747619629s, input_fired_time: 0.6397947669, output_fired_time: 0.5834500790, propagate_forward_time: 28.3999099731, propagate_backward_time: 41.2748489380, weight_update_time: 0.1147709414, other_time: 2.5767593384
epoch time: 6.8876714706s, input_fired_time: 0.0840343386, output_fired_time: 0.0000000000, propagate_forward_time: 6.3395733833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640636444
validation[          , genome  3431] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1488.90784, best error:      1488.90784 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.9363174438s, input_fired_time: 0.6321666241, output_fired_time: 0.5665473342, propagate_forward_time: 26.7126960754, propagate_backward_time: 41.4763107300, weight_update_time: 0.1150011495, other_time: 2.5486030579
epoch time: 6.7426314354s, input_fired_time: 0.0812839717, output_fired_time: 0.0000000000, propagate_forward_time: 6.2087903023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525570869
validation[          , genome  3431] predictions:    9547/  10000 (95.47%), best:    9550/10000 (95.50%), error:      1511.71558, best error:      1488.90784 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.4208145142s, input_fired_time: 0.6312555075, output_fired_time: 0.5730435848, propagate_forward_time: 26.0031471252, propagate_backward_time: 42.6957931519, weight_update_time: 0.1141331047, other_time: 2.5175743103
epoch time: 6.9127483368s, input_fired_time: 0.0839659646, output_fired_time: 0.0000000000, propagate_forward_time: 6.3686504364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601321220
validation[          , genome  3431] predictions:    9555/  10000 (95.55%), best:    9550/10000 (95.50%), error:      1490.01697, best error:      1488.90784 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 71.8399124146s, input_fired_time: 0.6306585073, output_fired_time: 0.5670034289, propagate_forward_time: 27.6333999634, propagate_backward_time: 40.4821319580, weight_update_time: 0.1145813540, other_time: 2.5267181396
epoch time: 6.9739027023s, input_fired_time: 0.0837538615, output_fired_time: 0.0000000000, propagate_forward_time: 6.4287357330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614129066
validation[          , genome  3431] predictions:    9567/  10000 (95.67%), best:    9567/10000 (95.67%), error:      1416.23779, best error:      1416.23779 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 71.1293334961s, input_fired_time: 0.6273077726, output_fired_time: 0.5648096800, propagate_forward_time: 27.3897857666, propagate_backward_time: 40.0390052795, weight_update_time: 0.1138331145, other_time: 2.5084266663
epoch time: 6.8711528778s, input_fired_time: 0.0833384693, output_fired_time: 0.0000000000, propagate_forward_time: 6.3277225494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600920677
validation[          , genome  3431] predictions:    9528/  10000 (95.28%), best:    9567/10000 (95.67%), error:      1565.62805, best error:      1416.23779 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.1209259033s, input_fired_time: 0.6352328658, output_fired_time: 0.5677396059, propagate_forward_time: 25.6682510376, propagate_backward_time: 42.6887741089, weight_update_time: 0.1153496429, other_time: 2.5609283447
epoch time: 6.7411713600s, input_fired_time: 0.0827696323, output_fired_time: 0.0000000000, propagate_forward_time: 6.2080488205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503526688
validation[          , genome  3431] predictions:    9576/  10000 (95.76%), best:    9567/10000 (95.67%), error:      1472.83557, best error:      1416.23779 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.7750930786s, input_fired_time: 0.6335012913, output_fired_time: 0.5697525740, propagate_forward_time: 26.6335678101, propagate_backward_time: 41.4201126099, weight_update_time: 0.1143202931, other_time: 2.5181579590
epoch time: 5.3754653931s, input_fired_time: 0.0771026611, output_fired_time: 0.0000000000, propagate_forward_time: 4.8718261719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265365601
validation[          , genome  3431] predictions:    9553/  10000 (95.53%), best:    9567/10000 (95.67%), error:      1435.29553, best error:      1416.23779 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 77.6534729004s, input_fired_time: 0.6952469349, output_fired_time: 0.6236117482, propagate_forward_time: 29.3879508972, propagate_backward_time: 44.2474746704, weight_update_time: 0.1237176582, other_time: 2.6991920471
epoch time: 6.9198551178s, input_fired_time: 0.0849662945, output_fired_time: 0.0000000000, propagate_forward_time: 6.3729009628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619879723
validation[          , genome  3431] predictions:    9548/  10000 (95.48%), best:    9567/10000 (95.67%), error:      1435.60059, best error:      1416.23779 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 71.6781311035s, input_fired_time: 0.6323481798, output_fired_time: 0.5657047033, propagate_forward_time: 27.6028156281, propagate_backward_time: 40.3566131592, weight_update_time: 0.1145358980, other_time: 2.5206527710
epoch time: 6.9232149124s, input_fired_time: 0.0843158439, output_fired_time: 0.0000000000, propagate_forward_time: 6.3773984909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615006447
validation[          , genome  3431] predictions:    9541/  10000 (95.41%), best:    9567/10000 (95.67%), error:      1510.32568, best error:      1416.23779 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 73.9475555420s, input_fired_time: 0.6387197375, output_fired_time: 0.5739856362, propagate_forward_time: 27.6584606171, propagate_backward_time: 42.5210990906, weight_update_time: 0.1150709391, other_time: 2.5552940369
epoch time: 7.0042200089s, input_fired_time: 0.0845406502, output_fired_time: 0.0000000000, propagate_forward_time: 6.4540610313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656181335
validation[          , genome  3431] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1396.82788, best error:      1396.82788 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.8563385010s, input_fired_time: 0.6335625052, output_fired_time: 0.5675548315, propagate_forward_time: 27.6911449432, propagate_backward_time: 40.4451904297, weight_update_time: 0.1150685698, other_time: 2.5188827515
epoch time: 6.8987913132s, input_fired_time: 0.0833165124, output_fired_time: 0.0000000000, propagate_forward_time: 6.3597216606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557533264
validation[          , genome  3431] predictions:    9553/  10000 (95.53%), best:    9580/10000 (95.80%), error:      1433.55469, best error:      1396.82788 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.2586364746s, input_fired_time: 0.6883543134, output_fired_time: 0.5886483192, propagate_forward_time: 29.2431621552, propagate_backward_time: 44.0082664490, weight_update_time: 0.1199290156, other_time: 2.7302055359
epoch time: 5.6801509857s, input_fired_time: 0.0816803053, output_fired_time: 0.0000000000, propagate_forward_time: 5.1563358307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421348572
validation[          , genome  3431] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1338.97302, best error:      1338.97302 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 78.3169631958s, input_fired_time: 0.6604837179, output_fired_time: 0.6199442148, propagate_forward_time: 28.7149066925, propagate_backward_time: 44.6181983948, weight_update_time: 0.1365163624, other_time: 3.7034339905
epoch time: 5.5733880997s, input_fired_time: 0.0797622129, output_fired_time: 0.0000000000, propagate_forward_time: 5.0604519844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331741333
validation[          , genome  3431] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1329.58362, best error:      1329.58362 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.2632446289s, input_fired_time: 0.7075582147, output_fired_time: 0.6283752322, propagate_forward_time: 29.0632266998, propagate_backward_time: 46.1804351807, weight_update_time: 0.1157253385, other_time: 2.6836547852
epoch time: 5.7725272179s, input_fired_time: 0.0793722421, output_fired_time: 0.0000000000, propagate_forward_time: 5.2594847679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336700439
validation[          , genome  3431] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1395.58130, best error:      1329.58362 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.5662994385s, input_fired_time: 0.7020455003, output_fired_time: 0.6501107812, propagate_forward_time: 31.2752265930, propagate_backward_time: 43.1602935791, weight_update_time: 0.1256157607, other_time: 3.7786216736
epoch time: 6.9143738747s, input_fired_time: 0.0845289379, output_fired_time: 0.0000000000, propagate_forward_time: 6.3716616631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581832886
validation[          , genome  3431] predictions:    9571/  10000 (95.71%), best:    9606/10000 (96.06%), error:      1390.19519, best error:      1329.58362 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.6745223999s, input_fired_time: 0.6381869316, output_fired_time: 0.5709134340, propagate_forward_time: 27.6479568481, propagate_backward_time: 40.3004264832, weight_update_time: 0.1139044315, other_time: 2.5170402527
epoch time: 6.7520022392s, input_fired_time: 0.0825438127, output_fired_time: 0.0000000000, propagate_forward_time: 5.2107348442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4587235451
validation[          , genome  3431] predictions:    9564/  10000 (95.64%), best:    9606/10000 (96.06%), error:      1405.36047, best error:      1329.58362 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 71.8024063110s, input_fired_time: 0.6358486414, output_fired_time: 0.5672768950, propagate_forward_time: 28.6386432648, propagate_backward_time: 39.4341735840, weight_update_time: 0.1143755913, other_time: 2.5264663696
epoch time: 6.8498201370s, input_fired_time: 0.0828047767, output_fired_time: 0.0000000000, propagate_forward_time: 6.3118109703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552044868
validation[          , genome  3431] predictions:    9572/  10000 (95.72%), best:    9606/10000 (96.06%), error:      1351.82874, best error:      1329.58362 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.7976531982s, input_fired_time: 0.6374428272, output_fired_time: 0.5665173531, propagate_forward_time: 28.6062374115, propagate_backward_time: 39.3636093140, weight_update_time: 0.1144390628, other_time: 2.6238403320
epoch time: 5.5588178635s, input_fired_time: 0.0804248825, output_fired_time: 0.0000000000, propagate_forward_time: 5.0345220566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438710213
validation[          , genome  3431] predictions:    9550/  10000 (95.50%), best:    9606/10000 (96.06%), error:      1450.29761, best error:      1329.58362 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 73.0914230347s, input_fired_time: 0.6414039731, output_fired_time: 0.5819093585, propagate_forward_time: 27.1580753326, propagate_backward_time: 42.1966476440, weight_update_time: 0.1168043911, other_time: 2.5133895874
epoch time: 6.5819792747s, input_fired_time: 0.0799175873, output_fired_time: 0.0000000000, propagate_forward_time: 6.0713849068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306769371
validation[          , genome  3431] predictions:    9533/  10000 (95.33%), best:    9606/10000 (96.06%), error:      1539.11169, best error:      1329.58362 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.9130935669s, input_fired_time: 0.6393964887, output_fired_time: 0.5664755702, propagate_forward_time: 25.7134265900, propagate_backward_time: 42.4562110901, weight_update_time: 0.1143735647, other_time: 2.5375862122
epoch time: 5.6622061729s, input_fired_time: 0.0813118443, output_fired_time: 0.0000000000, propagate_forward_time: 5.1403484344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405460358
validation[          , genome  3431] predictions:    9590/  10000 (95.90%), best:    9606/10000 (96.06%), error:      1358.41113, best error:      1329.58362 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 73.7595672607s, input_fired_time: 0.6372275949, output_fired_time: 0.5736513138, propagate_forward_time: 27.0424213409, propagate_backward_time: 43.0016098022, weight_update_time: 0.1158226728, other_time: 2.5046539307
epoch time: 5.6404671669s, input_fired_time: 0.0800539181, output_fired_time: 0.0000000000, propagate_forward_time: 5.1207561493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396572113
validation[          , genome  3431] predictions:    9562/  10000 (95.62%), best:    9606/10000 (96.06%), error:      1452.29016, best error:      1329.58362 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.5456848145s, input_fired_time: 0.6402060390, output_fired_time: 0.5716992617, propagate_forward_time: 25.7005138397, propagate_backward_time: 42.0768890381, weight_update_time: 0.1155791581, other_time: 2.5563735962
epoch time: 5.6055974960s, input_fired_time: 0.0808558762, output_fired_time: 0.0000000000, propagate_forward_time: 5.0836219788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411196709
validation[          , genome  3431] predictions:    9583/  10000 (95.83%), best:    9606/10000 (96.06%), error:      1364.90222, best error:      1329.58362 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 72.9874877930s, input_fired_time: 0.6419454813, output_fired_time: 0.5693783760, propagate_forward_time: 25.7074260712, propagate_backward_time: 43.5431175232, weight_update_time: 0.1143995449, other_time: 2.5256156921
epoch time: 5.5806479454s, input_fired_time: 0.0799425095, output_fired_time: 0.0000000000, propagate_forward_time: 5.0602812767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404239655
validation[          , genome  3431] predictions:    9573/  10000 (95.73%), best:    9606/10000 (96.06%), error:      1397.43506, best error:      1329.58362 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 73.0813522339s, input_fired_time: 0.6411623955, output_fired_time: 0.5703265667, propagate_forward_time: 25.7196350098, propagate_backward_time: 43.6205787659, weight_update_time: 0.1156681404, other_time: 2.5296516418
epoch time: 5.6530623436s, input_fired_time: 0.0813270062, output_fired_time: 0.0000000000, propagate_forward_time: 5.1290578842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426774979
validation[          , genome  3431] predictions:    9570/  10000 (95.70%), best:    9606/10000 (96.06%), error:      1401.36194, best error:      1329.58362 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 73.4331130981s, input_fired_time: 0.6457154155, output_fired_time: 0.5729475617, propagate_forward_time: 26.9616374969, propagate_backward_time: 42.7047843933, weight_update_time: 0.1153646931, other_time: 2.5480308533
epoch time: 5.6890039444s, input_fired_time: 0.0805406794, output_fired_time: 0.0000000000, propagate_forward_time: 5.1714115143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370517731
validation[          , genome  3431] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1290.21021, best error:      1290.21021 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 75.0217819214s, input_fired_time: 0.6822167635, output_fired_time: 0.5777987242, propagate_forward_time: 27.6904354095, propagate_backward_time: 43.5223884583, weight_update_time: 0.1149907857, other_time: 2.5489387512
epoch time: 5.6619191170s, input_fired_time: 0.0819129720, output_fired_time: 0.0000000000, propagate_forward_time: 5.1343169212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456892014
validation[          , genome  3431] predictions:    9536/  10000 (95.36%), best:    9599/10000 (95.99%), error:      1503.67615, best error:      1290.21021 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 73.1001434326s, input_fired_time: 0.6453946829, output_fired_time: 0.5710113049, propagate_forward_time: 26.7119388580, propagate_backward_time: 42.6054306030, weight_update_time: 0.1160249338, other_time: 2.5663681030
epoch time: 5.3999376297s, input_fired_time: 0.0784510002, output_fired_time: 0.0000000000, propagate_forward_time: 4.8968429565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246435165
validation[          , genome  3431] predictions:    9579/  10000 (95.79%), best:    9599/10000 (95.99%), error:      1386.54919, best error:      1290.21021 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 73.2170257568s, input_fired_time: 0.6436914802, output_fired_time: 0.5694656372, propagate_forward_time: 27.7881431580, propagate_backward_time: 41.6940155029, weight_update_time: 0.1150303558, other_time: 2.5217094421
epoch time: 5.7107110023s, input_fired_time: 0.0818263963, output_fired_time: 0.0000000000, propagate_forward_time: 5.1841273308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447574615
validation[          , genome  3431] predictions:    9578/  10000 (95.78%), best:    9599/10000 (95.99%), error:      1340.97485, best error:      1290.21021 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.5334243774s, input_fired_time: 0.6450264454, output_fired_time: 0.5683639050, propagate_forward_time: 27.5495700836, propagate_backward_time: 41.2635726929, weight_update_time: 0.1144717261, other_time: 2.5068893433
epoch time: 5.6370306015s, input_fired_time: 0.0808715448, output_fired_time: 0.0000000000, propagate_forward_time: 5.1170067787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391522408
validation[          , genome  3431] predictions:    9535/  10000 (95.35%), best:    9599/10000 (95.99%), error:      1480.83521, best error:      1290.21021 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 79.3510513306s, input_fired_time: 0.7382642627, output_fired_time: 0.6230672002, propagate_forward_time: 29.8487854004, propagate_backward_time: 45.3784675598, weight_update_time: 0.1235518903, other_time: 2.7624626160
epoch time: 5.5607180595s, input_fired_time: 0.0799405724, output_fired_time: 0.0000000000, propagate_forward_time: 5.0437345505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370427132
validation[          , genome  3431] predictions:    9590/  10000 (95.90%), best:    9599/10000 (95.99%), error:      1324.50537, best error:      1290.21021 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 73.2966384888s, input_fired_time: 0.6488855481, output_fired_time: 0.5731976628, propagate_forward_time: 26.8499965668, propagate_backward_time: 42.6766777039, weight_update_time: 0.1153784171, other_time: 2.5478782654
epoch time: 5.6900110245s, input_fired_time: 0.0812664032, output_fired_time: 0.0000000000, propagate_forward_time: 5.1450548172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636898041
validation[          , genome  3431] predictions:    9583/  10000 (95.83%), best:    9599/10000 (95.99%), error:      1374.06860, best error:      1290.21021 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 74.9079971313s, input_fired_time: 0.6515101194, output_fired_time: 0.5868113041, propagate_forward_time: 26.4877796173, propagate_backward_time: 44.5961036682, weight_update_time: 0.1149546802, other_time: 2.5857887268
epoch time: 5.6830258369s, input_fired_time: 0.0819324926, output_fired_time: 0.0000000000, propagate_forward_time: 5.1628932953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381999969
validation[          , genome  3431] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1266.67261, best error:      1266.67261 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 73.0904693604s, input_fired_time: 0.6440656185, output_fired_time: 0.5699906349, propagate_forward_time: 27.7620487213, propagate_backward_time: 41.5868415833, weight_update_time: 0.1147674322, other_time: 2.5275230408
epoch time: 5.5605297089s, input_fired_time: 0.0804912746, output_fired_time: 0.0000000000, propagate_forward_time: 5.0447750092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352636337
validation[          , genome  3431] predictions:    9613/  10000 (96.13%), best:    9610/10000 (96.10%), error:      1278.51733, best error:      1266.67261 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.8221206665s, input_fired_time: 0.6734811068, output_fired_time: 0.5809646249, propagate_forward_time: 27.4110031128, propagate_backward_time: 43.5587158203, weight_update_time: 0.1149312779, other_time: 2.5979537964
epoch time: 5.7197761536s, input_fired_time: 0.0806311220, output_fired_time: 0.0000000000, propagate_forward_time: 5.2074604034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316844940
validation[          , genome  3431] predictions:    9599/  10000 (95.99%), best:    9610/10000 (96.10%), error:      1333.92358, best error:      1266.67261 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 75.0113601685s, input_fired_time: 0.6598594785, output_fired_time: 0.6022024155, propagate_forward_time: 26.4441356659, propagate_backward_time: 43.6934204102, weight_update_time: 0.1157033965, other_time: 3.6117401123
epoch time: 5.5866246223s, input_fired_time: 0.0818029791, output_fired_time: 0.0000000000, propagate_forward_time: 5.0647482872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400734901
validation[          , genome  3431] predictions:    9559/  10000 (95.59%), best:    9610/10000 (96.10%), error:      1419.20190, best error:      1266.67261 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.3903045654s, input_fired_time: 0.6485432982, output_fired_time: 0.5745966434, propagate_forward_time: 27.8020458221, propagate_backward_time: 41.8316688538, weight_update_time: 0.1155494303, other_time: 2.5334434509
epoch time: 5.4421243668s, input_fired_time: 0.0845328420, output_fired_time: 0.0000000000, propagate_forward_time: 4.9236307144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339609146
validation[          , genome  3431] predictions:    9549/  10000 (95.49%), best:    9610/10000 (96.10%), error:      1451.53845, best error:      1266.67261 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.0107803345s, input_fired_time: 0.6442656517, output_fired_time: 0.5713186264, propagate_forward_time: 26.7679901123, propagate_backward_time: 42.5127372742, weight_update_time: 0.1150465384, other_time: 2.5144691467
epoch time: 5.5401611328s, input_fired_time: 0.0802274048, output_fired_time: 0.0000000000, propagate_forward_time: 5.0289964676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309372902
validation[          , genome  3431] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1347.24292, best error:      1266.67261 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 72.9696807861s, input_fired_time: 0.6581414938, output_fired_time: 0.5683937073, propagate_forward_time: 26.6920070648, propagate_backward_time: 41.4763717651, weight_update_time: 0.1162717640, other_time: 3.5747680664
epoch time: 5.6206383705s, input_fired_time: 0.0808363557, output_fired_time: 0.0000000000, propagate_forward_time: 5.1004309654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393711090
validation[          , genome  3431] predictions:    9536/  10000 (95.36%), best:    9610/10000 (96.10%), error:      1467.56104, best error:      1266.67261 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 73.0840682983s, input_fired_time: 0.6461614966, output_fired_time: 0.5689393878, propagate_forward_time: 27.7498149872, propagate_backward_time: 41.5959243774, weight_update_time: 0.1150226071, other_time: 2.5232238770
epoch time: 5.4374008179s, input_fired_time: 0.0800466314, output_fired_time: 0.0000000000, propagate_forward_time: 4.9257373810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316167831
validation[          , genome  3431] predictions:    9614/  10000 (96.14%), best:    9610/10000 (96.10%), error:      1278.61157, best error:      1266.67261 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.9361038208s, input_fired_time: 0.6475870013, output_fired_time: 0.5811392665, propagate_forward_time: 26.6231098175, propagate_backward_time: 42.5382919312, weight_update_time: 0.1161973774, other_time: 2.5459747314
epoch time: 5.6119537354s, input_fired_time: 0.0821778178, output_fired_time: 0.0000000000, propagate_forward_time: 5.0864920616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432840347
validation[          , genome  3431] predictions:    9566/  10000 (95.66%), best:    9610/10000 (96.10%), error:      1430.29724, best error:      1266.67261 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.6990737915s, input_fired_time: 0.6453296542, output_fired_time: 0.5904351473, propagate_forward_time: 27.3974456787, propagate_backward_time: 41.5264511108, weight_update_time: 0.1149643809, other_time: 2.5394058228
epoch time: 5.5672316551s, input_fired_time: 0.0822008029, output_fired_time: 0.0000000000, propagate_forward_time: 5.0505018234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345288277
validation[          , genome  3431] predictions:    9586/  10000 (95.86%), best:    9610/10000 (96.10%), error:      1364.76270, best error:      1266.67261 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.3653259277s, input_fired_time: 0.7015038729, output_fired_time: 0.5856895447, propagate_forward_time: 29.9342327118, propagate_backward_time: 44.4086761475, weight_update_time: 0.1318845749, other_time: 2.7352142334
epoch time: 7.6351480484s, input_fired_time: 0.1087975726, output_fired_time: 0.0000000000, propagate_forward_time: 6.8857545853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6405959129
validation[          , genome  3431] predictions:    9568/  10000 (95.68%), best:    9610/10000 (96.10%), error:      1420.63049, best error:      1266.67261 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 73.0497970581s, input_fired_time: 0.6484133601, output_fired_time: 0.5762889385, propagate_forward_time: 27.1975154877, propagate_backward_time: 42.1313514709, weight_update_time: 0.1149932593, other_time: 2.4962272644
epoch time: 6.7112765312s, input_fired_time: 0.0835842863, output_fired_time: 0.0000000000, propagate_forward_time: 6.1818618774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458303452
validation[          , genome  3431] predictions:    9599/  10000 (95.99%), best:    9610/10000 (96.10%), error:      1305.20874, best error:      1266.67261 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.5385665894s, input_fired_time: 0.6444783807, output_fired_time: 0.5685707927, propagate_forward_time: 26.4843235016, propagate_backward_time: 41.3116989136, weight_update_time: 0.1140168384, other_time: 2.5294952393
epoch time: 5.6444845200s, input_fired_time: 0.0820365623, output_fired_time: 0.0000000000, propagate_forward_time: 5.1174283028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450197220
validation[          , genome  3431] predictions:    9581/  10000 (95.81%), best:    9610/10000 (96.10%), error:      1340.00549, best error:      1266.67261 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 72.2135467529s, input_fired_time: 0.6618965268, output_fired_time: 1.5774863958, propagate_forward_time: 26.0205821991, propagate_backward_time: 41.4378890991, weight_update_time: 0.1146379858, other_time: 2.5156936646
epoch time: 6.0854110718s, input_fired_time: 0.0845045224, output_fired_time: 0.0000000000, propagate_forward_time: 5.5513124466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495940208
validation[          , genome  3431] predictions:    9584/  10000 (95.84%), best:    9610/10000 (96.10%), error:      1297.57349, best error:      1266.67261 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 76.1213836670s, input_fired_time: 0.6857888699, output_fired_time: 0.5819007158, propagate_forward_time: 27.9341278076, propagate_backward_time: 44.3000335693, weight_update_time: 0.1229507625, other_time: 2.6195297241
epoch time: 8.6763496399s, input_fired_time: 0.1083812118, output_fired_time: 0.0000000000, propagate_forward_time: 7.9682040215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997643471
validation[          , genome  3431] predictions:    9597/  10000 (95.97%), best:    9610/10000 (96.10%), error:      1301.67041, best error:      1266.67261 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 72.8088684082s, input_fired_time: 0.6611130238, output_fired_time: 0.5669425726, propagate_forward_time: 28.1465167999, propagate_backward_time: 40.8364906311, weight_update_time: 0.1144332215, other_time: 2.5978126526
epoch time: 6.8670020103s, input_fired_time: 0.0865584984, output_fired_time: 0.0000000000, propagate_forward_time: 6.3201961517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602475166
validation[          , genome  3431] predictions:    9595/  10000 (95.95%), best:    9610/10000 (96.10%), error:      1333.91162, best error:      1266.67261 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 73.3412857056s, input_fired_time: 0.6519611478, output_fired_time: 0.5789523125, propagate_forward_time: 26.1364879608, propagate_backward_time: 43.4619255066, weight_update_time: 0.1155890077, other_time: 2.5119590759
epoch time: 6.8974442482s, input_fired_time: 0.0877132863, output_fired_time: 0.0000000000, propagate_forward_time: 6.3454890251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642419815
validation[          , genome  3431] predictions:    9595/  10000 (95.95%), best:    9610/10000 (96.10%), error:      1297.26575, best error:      1266.67261 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.2332000732s, input_fired_time: 0.7580444217, output_fired_time: 0.6122996807, propagate_forward_time: 29.9527587891, propagate_backward_time: 49.9093971252, weight_update_time: 0.1457107663, other_time: 3.0007057190
epoch time: 5.5984849930s, input_fired_time: 0.0820976645, output_fired_time: 0.0000000000, propagate_forward_time: 5.0789937973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373936653
validation[          , genome  3431] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1305.88879, best error:      1266.67261 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.6822433472s, input_fired_time: 0.6476357579, output_fired_time: 0.5690456629, propagate_forward_time: 27.5744590759, propagate_backward_time: 41.3797645569, weight_update_time: 0.1146106273, other_time: 2.5113372803
epoch time: 5.6809816360s, input_fired_time: 0.0826498494, output_fired_time: 0.0000000000, propagate_forward_time: 5.1366991997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616327286
validation[          , genome  3431] predictions:    9602/  10000 (96.02%), best:    9610/10000 (96.10%), error:      1271.75378, best error:      1266.67261 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 74.0306930542s, input_fired_time: 0.6526511908, output_fired_time: 0.5789644718, propagate_forward_time: 28.1764450073, propagate_backward_time: 42.1123466492, weight_update_time: 0.1161514521, other_time: 2.5102882385
epoch time: 5.5396208763s, input_fired_time: 0.0814843774, output_fired_time: 0.0000000000, propagate_forward_time: 5.0228261948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353103638
validation[          , genome  3431] predictions:    9601/  10000 (96.01%), best:    9610/10000 (96.10%), error:      1289.41846, best error:      1266.67261 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.2591171265s, input_fired_time: 0.6722016335, output_fired_time: 0.5691709518, propagate_forward_time: 27.8115863800, propagate_backward_time: 41.6602363586, weight_update_time: 0.1145671085, other_time: 2.5459251404
epoch time: 5.5740346909s, input_fired_time: 0.0817941725, output_fired_time: 0.0000000000, propagate_forward_time: 5.0572013855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350390434
validation[          , genome  3431] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1271.74109, best error:      1266.67261 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.9486389160s, input_fired_time: 0.6513925791, output_fired_time: 0.5657140017, propagate_forward_time: 26.6788883209, propagate_backward_time: 42.4968490601, weight_update_time: 0.1151046231, other_time: 2.5558013916
epoch time: 5.6244683266s, input_fired_time: 0.0835730061, output_fired_time: 0.0000000000, propagate_forward_time: 5.0987033844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421920776
validation[          , genome  3431] predictions:    9606/  10000 (96.06%), best:    9610/10000 (96.10%), error:      1281.60938, best error:      1266.67261 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.2873153687s, input_fired_time: 0.6529718041, output_fired_time: 0.5729236007, propagate_forward_time: 28.8881587982, propagate_backward_time: 40.6424636841, weight_update_time: 0.1154013723, other_time: 2.5307998657
epoch time: 5.6541328430s, input_fired_time: 0.0828370452, output_fired_time: 0.0000000000, propagate_forward_time: 5.1266279221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446678162
validation[          , genome  3431] predictions:    9598/  10000 (95.98%), best:    9610/10000 (96.10%), error:      1267.83606, best error:      1266.67261 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.7859573364s, input_fired_time: 0.6499525309, output_fired_time: 0.5662291050, propagate_forward_time: 26.5998497009, propagate_backward_time: 42.4468269348, weight_update_time: 0.1150122583, other_time: 2.5230941772
epoch time: 5.6147413254s, input_fired_time: 0.0830398947, output_fired_time: 0.0000000000, propagate_forward_time: 5.0971632004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345383644
validation[          , genome  3431] predictions:    9614/  10000 (96.14%), best:    9610/10000 (96.10%), error:      1266.74963, best error:      1266.67261 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 73.5445861816s, input_fired_time: 0.6553226113, output_fired_time: 0.5739323497, propagate_forward_time: 26.9608821869, propagate_backward_time: 42.8099899292, weight_update_time: 0.1156354472, other_time: 2.5444641113
epoch time: 9.2052021027s, input_fired_time: 0.1348261237, output_fired_time: 0.0000000000, propagate_forward_time: 8.3557901382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145862579
validation[          , genome  3431] predictions:    9587/  10000 (95.87%), best:    9610/10000 (96.10%), error:      1363.75330, best error:      1266.67261 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 76.9154663086s, input_fired_time: 0.6797015667, output_fired_time: 0.5923808217, propagate_forward_time: 28.0542087555, propagate_backward_time: 44.9447517395, weight_update_time: 0.1155000851, other_time: 2.6444206238
epoch time: 5.7757267952s, input_fired_time: 0.0830179006, output_fired_time: 0.0000000000, propagate_forward_time: 5.2609815598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317274094
validation[          , genome  3431] predictions:    9600/  10000 (96.00%), best:    9610/10000 (96.10%), error:      1335.49414, best error:      1266.67261 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.8241729736s, input_fired_time: 0.6591064334, output_fired_time: 0.5699064136, propagate_forward_time: 26.4139308929, propagate_backward_time: 44.6374664307, weight_update_time: 0.1152600199, other_time: 2.5437622070
epoch time: 5.6285552979s, input_fired_time: 0.0835392922, output_fired_time: 0.0000000000, propagate_forward_time: 5.0993003845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457154274
validation[          , genome  3431] predictions:    9623/  10000 (96.23%), best:    9610/10000 (96.10%), error:      1280.22510, best error:      1266.67261 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 72.4867782593s, input_fired_time: 0.6557968259, output_fired_time: 0.5705831647, propagate_forward_time: 26.7722644806, propagate_backward_time: 41.9557189941, weight_update_time: 0.1152400896, other_time: 2.5324172974
epoch time: 5.5966253281s, input_fired_time: 0.0837563127, output_fired_time: 0.0000000000, propagate_forward_time: 5.0765309334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363379478
validation[          , genome  3431] predictions:    9583/  10000 (95.83%), best:    9610/10000 (96.10%), error:      1345.51904, best error:      1266.67261 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 75.8250427246s, input_fired_time: 0.6867841482, output_fired_time: 0.5767201185, propagate_forward_time: 27.8256969452, propagate_backward_time: 44.1786766052, weight_update_time: 0.1153647304, other_time: 2.5571632385
epoch time: 5.1713771820s, input_fired_time: 0.0787852854, output_fired_time: 0.0000000000, propagate_forward_time: 4.6726164818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199752808
validation[          , genome  3431] predictions:    9465/  10000 (94.65%), best:    9610/10000 (96.10%), error:      1765.94580, best error:      1266.67261 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.2329711914s, input_fired_time: 0.6529400349, output_fired_time: 0.5796322227, propagate_forward_time: 28.2275867462, propagate_backward_time: 42.2351226807, weight_update_time: 0.1149731427, other_time: 2.5376892090
epoch time: 5.6983289719s, input_fired_time: 0.0854633152, output_fired_time: 0.0000000000, propagate_forward_time: 5.1675310135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453344345
validation[          , genome  3431] predictions:    9570/  10000 (95.70%), best:    9610/10000 (96.10%), error:      1367.04004, best error:      1266.67261 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 77.6037673950s, input_fired_time: 0.7000683546, output_fired_time: 0.6056540012, propagate_forward_time: 31.2630367279, propagate_backward_time: 42.3226547241, weight_update_time: 0.1169368252, other_time: 2.7123565674
epoch time: 6.7716422081s, input_fired_time: 0.0854720697, output_fired_time: 0.0000000000, propagate_forward_time: 6.2391581535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470119476
validation[          , genome  3431] predictions:    9563/  10000 (95.63%), best:    9610/10000 (96.10%), error:      1415.60962, best error:      1266.67261 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.6722183228s, input_fired_time: 0.6525595784, output_fired_time: 0.5698900223, propagate_forward_time: 26.5568656921, propagate_backward_time: 41.3766746521, weight_update_time: 0.1140857339, other_time: 2.5162277222
epoch time: 5.6124305725s, input_fired_time: 0.0839444324, output_fired_time: 0.0000000000, propagate_forward_time: 5.0906543732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378318787
validation[          , genome  3431] predictions:    9595/  10000 (95.95%), best:    9610/10000 (96.10%), error:      1293.99426, best error:      1266.67261 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 71.9157562256s, input_fired_time: 0.6545220017, output_fired_time: 0.5689426064, propagate_forward_time: 27.6376667023, propagate_backward_time: 40.5206108093, weight_update_time: 0.1150015369, other_time: 2.5340156555
epoch time: 5.5489668846s, input_fired_time: 0.0819466487, output_fired_time: 0.0000000000, propagate_forward_time: 5.0325675011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344525337
validation[          , genome  3431] predictions:    9606/  10000 (96.06%), best:    9610/10000 (96.10%), error:      1269.51526, best error:      1266.67261 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 72.7445526123s, input_fired_time: 0.6574401855, output_fired_time: 0.5662016869, propagate_forward_time: 29.5411090851, propagate_backward_time: 39.4497871399, weight_update_time: 0.1147464290, other_time: 2.5300178528
epoch time: 5.6041116714s, input_fired_time: 0.0832104161, output_fired_time: 0.0000000000, propagate_forward_time: 5.0812778473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396233559
validation[          , genome  3431] predictions:    9594/  10000 (95.94%), best:    9610/10000 (96.10%), error:      1300.56384, best error:      1266.67261 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 73.1219558716s, input_fired_time: 0.6542900205, output_fired_time: 0.5689782500, propagate_forward_time: 26.7232208252, propagate_backward_time: 42.6591224670, weight_update_time: 0.1146839112, other_time: 2.5163459778
epoch time: 5.4664373398s, input_fired_time: 0.0818489119, output_fired_time: 0.0000000000, propagate_forward_time: 4.9469881058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376001358
validation[          , genome  3431] predictions:    9574/  10000 (95.74%), best:    9610/10000 (96.10%), error:      1349.55566, best error:      1266.67261 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.2736053467s, input_fired_time: 0.6546266079, output_fired_time: 0.5735105276, propagate_forward_time: 27.1324577332, propagate_backward_time: 43.4061737061, weight_update_time: 0.1153564602, other_time: 2.5068397522
epoch time: 6.5003461838s, input_fired_time: 0.0867500529, output_fired_time: 0.0000000000, propagate_forward_time: 5.9026827812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109133720
validation[          , genome  3431] predictions:    9600/  10000 (96.00%), best:    9610/10000 (96.10%), error:      1303.90869, best error:      1266.67261 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.3771591187s, input_fired_time: 0.6572658420, output_fired_time: 1.5790172815, propagate_forward_time: 26.8635139465, propagate_backward_time: 40.7109298706, weight_update_time: 0.1150313914, other_time: 3.5664329529
epoch time: 5.6684598923s, input_fired_time: 0.0848084837, output_fired_time: 0.0000000000, propagate_forward_time: 5.1392583847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443931580
validation[          , genome  3431] predictions:    9568/  10000 (95.68%), best:    9610/10000 (96.10%), error:      1364.06787, best error:      1266.67261 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.5459136963s, input_fired_time: 0.6547702551, output_fired_time: 0.5673000813, propagate_forward_time: 28.5326099396, propagate_backward_time: 40.2689552307, weight_update_time: 0.1138409078, other_time: 2.5222816467
epoch time: 5.4830756187s, input_fired_time: 0.0833790079, output_fired_time: 0.0000000000, propagate_forward_time: 4.9638628960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358339310
validation[          , genome  3431] predictions:    9598/  10000 (95.98%), best:    9610/10000 (96.10%), error:      1274.25476, best error:      1266.67261 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 76.7362747192s, input_fired_time: 0.7329064012, output_fired_time: 0.6054325700, propagate_forward_time: 30.1116161346, propagate_backward_time: 42.6609382629, weight_update_time: 0.1144288182, other_time: 2.6253776550
epoch time: 5.5592656136s, input_fired_time: 0.0836404786, output_fired_time: 0.0000000000, propagate_forward_time: 5.0334811211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421439171
validation[          , genome  3431] predictions:    9608/  10000 (96.08%), best:    9610/10000 (96.10%), error:      1304.22375, best error:      1266.67261 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 73.8030853271s, input_fired_time: 0.6624939442, output_fired_time: 0.5740631223, propagate_forward_time: 26.0682411194, propagate_backward_time: 43.9536781311, weight_update_time: 0.1157541424, other_time: 2.5446090698
epoch time: 5.5090794563s, input_fired_time: 0.0826982483, output_fired_time: 0.0000000000, propagate_forward_time: 4.9934930801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328880310
validation[          , genome  3431] predictions:    9618/  10000 (96.18%), best:    9610/10000 (96.10%), error:      1307.50659, best error:      1266.67261 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.9398269653s, input_fired_time: 0.6548099518, output_fired_time: 0.5671669245, propagate_forward_time: 28.6520023346, propagate_backward_time: 40.5403213501, weight_update_time: 0.1145416647, other_time: 2.5255279541
epoch time: 5.6217155457s, input_fired_time: 0.0843481198, output_fired_time: 0.0000000000, propagate_forward_time: 5.0992407799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381265640
validation[          , genome  3431] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1242.85669, best error:      1242.85669 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 73.3497314453s, input_fired_time: 0.6568897367, output_fired_time: 0.5709358454, propagate_forward_time: 27.8319053650, propagate_backward_time: 41.7504425049, weight_update_time: 0.1152063459, other_time: 2.5395545959
epoch time: 5.9742970467s, input_fired_time: 0.1032386720, output_fired_time: 0.0000000000, propagate_forward_time: 5.4348111153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362473488
validation[          , genome  3431] predictions:    9601/  10000 (96.01%), best:    9622/10000 (96.22%), error:      1311.68652, best error:      1242.85669 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.1037063599s, input_fired_time: 0.6691096425, output_fired_time: 0.6175400615, propagate_forward_time: 28.9585113525, propagate_backward_time: 42.1912879944, weight_update_time: 0.1162400246, other_time: 3.6672554016
epoch time: 11.0630064011s, input_fired_time: 0.1774307340, output_fired_time: 0.0000000000, propagate_forward_time: 10.0234928131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8620824814
validation[          , genome  3431] predictions:    9623/  10000 (96.23%), best:    9622/10000 (96.22%), error:      1255.96179, best error:      1242.85669 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.6009368896s, input_fired_time: 0.6591868997, output_fired_time: 0.5669575334, propagate_forward_time: 27.4744873047, propagate_backward_time: 40.3758773804, weight_update_time: 0.1146575585, other_time: 2.5244293213
epoch time: 6.7798390388s, input_fired_time: 0.0887385160, output_fired_time: 0.0000000000, propagate_forward_time: 6.2348127365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562878609
validation[          , genome  3431] predictions:    9605/  10000 (96.05%), best:    9622/10000 (96.22%), error:      1301.75281, best error:      1242.85669 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.6678924561s, input_fired_time: 0.6554967761, output_fired_time: 0.5638488531, propagate_forward_time: 27.5517597198, propagate_backward_time: 40.3841476440, weight_update_time: 0.1138725877, other_time: 2.5126419067
epoch time: 6.8988609314s, input_fired_time: 0.0895850137, output_fired_time: 0.0000000000, propagate_forward_time: 6.3460097313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632663727
validation[          , genome  3431] predictions:    9607/  10000 (96.07%), best:    9622/10000 (96.22%), error:      1271.72351, best error:      1242.85669 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 72.1537399292s, input_fired_time: 0.6576877236, output_fired_time: 0.5695247054, propagate_forward_time: 26.7719554901, propagate_backward_time: 41.6412200928, weight_update_time: 0.1159520820, other_time: 2.5133514404
epoch time: 9.2243242264s, input_fired_time: 0.1064220890, output_fired_time: 0.0000000000, propagate_forward_time: 8.5100860596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078157425
validation[          , genome  3431] predictions:    9599/  10000 (95.99%), best:    9622/10000 (96.22%), error:      1305.10522, best error:      1242.85669 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.9340057373s, input_fired_time: 0.6569615602, output_fired_time: 0.5680752993, propagate_forward_time: 26.6499328613, propagate_backward_time: 41.5371551514, weight_update_time: 0.1146864071, other_time: 2.5218811035
epoch time: 6.6982374191s, input_fired_time: 0.0856187567, output_fired_time: 0.0000000000, propagate_forward_time: 6.1670651436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455533028
validation[          , genome  3431] predictions:    9590/  10000 (95.90%), best:    9622/10000 (96.22%), error:      1320.32715, best error:      1242.85669 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.6009216309s, input_fired_time: 0.6599283814, output_fired_time: 0.5674619675, propagate_forward_time: 25.5923213959, propagate_backward_time: 42.2602577209, weight_update_time: 0.1144551858, other_time: 2.5209541321
epoch time: 6.8403754234s, input_fired_time: 0.0894794166, output_fired_time: 0.0000000000, propagate_forward_time: 6.2849593163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659366608
validation[          , genome  3431] predictions:    9588/  10000 (95.88%), best:    9622/10000 (96.22%), error:      1353.21179, best error:      1242.85669 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 71.5997314453s, input_fired_time: 0.6807409525, output_fired_time: 0.5668049455, propagate_forward_time: 27.5450878143, propagate_backward_time: 40.3025283813, weight_update_time: 0.1135940552, other_time: 2.5045700073
epoch time: 6.7382802963s, input_fired_time: 0.0857369900, output_fired_time: 0.0000000000, propagate_forward_time: 6.2098073959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427356720
validation[          , genome  3431] predictions:    9515/  10000 (95.15%), best:    9622/10000 (96.22%), error:      1567.95300, best error:      1242.85669 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.7095489502s, input_fired_time: 0.6729978323, output_fired_time: 0.5677814484, propagate_forward_time: 28.6528530121, propagate_backward_time: 39.2803802490, weight_update_time: 0.1141712815, other_time: 2.5355377197
epoch time: 5.6632351875s, input_fired_time: 0.0851642340, output_fired_time: 0.0000000000, propagate_forward_time: 5.1417608261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363102913
validation[          , genome  3431] predictions:    9592/  10000 (95.92%), best:    9622/10000 (96.22%), error:      1329.35815, best error:      1242.85669 on epoch:    91, 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: 30.5680675507s, input_fired_time: 0.4284801185, output_fired_time: 0.0000000000, propagate_forward_time: 27.7779331207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3616542816
best training[          , genome  3431] predictions:   48811/  50000 (97.62%), best:    9622/10000 (96.22%), error:      4272.10498, best error:      1242.85669 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.6089596748s, input_fired_time: 0.0842029750, output_fired_time: 0.0000000000, propagate_forward_time: 5.0822172165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425396919
   testing[          , genome  3431] predictions:    9664/  10000 (96.64%), best:    9622/10000 (96.22%), error:      1153.99658, best error:      1242.85669 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:42:46 (9532): called boinc_finish(0)

</stderr_txt>
]]>