Nameexact_genome_1512568488_45_7169_1
Workunit2607096
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:20:00 UTC
Report deadline19 Dec 2017, 21:15:24 UTC
Received8 Dec 2017, 15:17:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 47 min 26 sec
CPU time4 hours 47 min 26 sec
Validate stateValid
Credit2,967.95
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.98 MB
Peak swap size154.15 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.1338809729, other_time: 2.6302185059
epoch time: 14.4032316208s, input_fired_time: 0.1825144142, output_fired_time: 0.0000000000, propagate_forward_time: 13.7094049454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113124847
validation[          , genome  7169] predictions:    9758/  10000 (97.58%), best:    9760/10000 (97.60%), error:       809.67993, best error:       805.17224 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 147.0885620117s, input_fired_time: 1.4417177439, output_fired_time: 0.9587900043, propagate_forward_time: 57.5374374390, propagate_backward_time: 84.5954895020, weight_update_time: 0.1315714121, other_time: 2.5551376343
epoch time: 12.1181402206s, input_fired_time: 0.1619853526, output_fired_time: 0.0000000000, propagate_forward_time: 11.5105571747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455976486
validation[          , genome  7169] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       746.33496, best error:       746.33496 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 153.2897644043s, input_fired_time: 1.4971196651, output_fired_time: 0.9962066412, propagate_forward_time: 60.0338249207, propagate_backward_time: 88.0971984863, weight_update_time: 0.1375306100, other_time: 2.6654205322
epoch time: 14.5161676407s, input_fired_time: 0.1881966740, output_fired_time: 0.0000000000, propagate_forward_time: 13.8111038208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168666840
validation[          , genome  7169] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       776.89557, best error:       746.33496 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 165.6008758545s, input_fired_time: 1.5752707720, output_fired_time: 1.0598924160, propagate_forward_time: 65.0421295166, propagate_backward_time: 95.0781631470, weight_update_time: 0.1501147002, other_time: 2.8454208374
epoch time: 11.8932466507s, input_fired_time: 0.1664792895, output_fired_time: 0.0000000000, propagate_forward_time: 11.2753629684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514045715
validation[          , genome  7169] predictions:    9570/  10000 (95.70%), best:    9787/10000 (97.87%), error:      1325.87463, best error:       746.33496 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.6604461670s, input_fired_time: 1.4562844038, output_fired_time: 0.9317218065, propagate_forward_time: 54.5045509338, propagate_backward_time: 80.1655197144, weight_update_time: 0.1258583367, other_time: 2.6023788452
epoch time: 11.2879705429s, input_fired_time: 0.1617224813, output_fired_time: 0.0000000000, propagate_forward_time: 10.6847152710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415330887
validation[          , genome  7169] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       740.92810, best error:       740.92810 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.9792938232s, input_fired_time: 1.6359778643, output_fired_time: 1.1266298294, propagate_forward_time: 70.2699890137, propagate_backward_time: 102.9164428711, weight_update_time: 0.1605782509, other_time: 3.0302581787
epoch time: 13.3284826279s, input_fired_time: 0.1746149510, output_fired_time: 0.0000000000, propagate_forward_time: 12.6758947372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779729843
validation[          , genome  7169] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       858.12903, best error:       740.92810 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.4530334473s, input_fired_time: 1.5578401089, output_fired_time: 1.0621955395, propagate_forward_time: 64.4287338257, propagate_backward_time: 94.5911026001, weight_update_time: 0.1515465081, other_time: 2.8131561279
epoch time: 13.8383054733s, input_fired_time: 0.1841487885, output_fired_time: 0.0000000000, propagate_forward_time: 13.1598615646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942951202
validation[          , genome  7169] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       829.72021, best error:       740.92810 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 155.6710815430s, input_fired_time: 1.5201488733, output_fired_time: 1.0091863871, propagate_forward_time: 61.2139663696, propagate_backward_time: 89.2135238647, weight_update_time: 0.1462364644, other_time: 2.7142639160
epoch time: 15.4503488541s, input_fired_time: 0.1936687529, output_fired_time: 0.0000000000, propagate_forward_time: 14.7029743195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537061691
validation[          , genome  7169] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       796.60663, best error:       740.92810 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 186.0499725342s, input_fired_time: 1.6707193851, output_fired_time: 1.1670879126, propagate_forward_time: 73.0009689331, propagate_backward_time: 107.1728286743, weight_update_time: 0.1656861454, other_time: 3.0383758545
epoch time: 13.6053037643s, input_fired_time: 0.1763748974, output_fired_time: 0.0000000000, propagate_forward_time: 12.9492902756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796390533
validation[          , genome  7169] predictions:    9715/  10000 (97.15%), best:    9783/10000 (97.83%), error:       925.90808, best error:       740.92810 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 149.4427490234s, input_fired_time: 1.4904767275, output_fired_time: 0.9745624661, propagate_forward_time: 58.4090614319, propagate_backward_time: 85.9378204346, weight_update_time: 0.1374097466, other_time: 2.6308288574
epoch time: 11.1326055527s, input_fired_time: 0.1609494239, output_fired_time: 0.0000000000, propagate_forward_time: 10.5324363708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392194748
validation[          , genome  7169] predictions:    9697/  10000 (96.97%), best:    9783/10000 (97.83%), error:      1020.18848, best error:       740.92810 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 148.6484375000s, input_fired_time: 1.4670888186, output_fired_time: 0.9710337520, propagate_forward_time: 58.2447242737, propagate_backward_time: 85.4050292969, weight_update_time: 0.1398761123, other_time: 2.5605621338
epoch time: 15.5540599823s, input_fired_time: 0.1949808896, output_fired_time: 0.0000000000, propagate_forward_time: 14.8225612640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365180969
validation[          , genome  7169] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       740.26190, best error:       740.26190 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.0568084717s, input_fired_time: 1.5437091589, output_fired_time: 1.0223691463, propagate_forward_time: 61.8179664612, propagate_backward_time: 90.9314804077, weight_update_time: 0.1419638544, other_time: 2.7412796021
epoch time: 11.8977546692s, input_fired_time: 0.1598827690, output_fired_time: 0.0000000000, propagate_forward_time: 11.3020954132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357767105
validation[          , genome  7169] predictions:    9713/  10000 (97.13%), best:    9781/10000 (97.81%), error:       940.88861, best error:       740.26190 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.6787414551s, input_fired_time: 1.4548912048, output_fired_time: 0.9601030946, propagate_forward_time: 57.1889152527, propagate_backward_time: 83.5389480591, weight_update_time: 0.1378776580, other_time: 2.5358810425
epoch time: 13.6539382935s, input_fired_time: 0.1792038977, output_fired_time: 0.0000000000, propagate_forward_time: 12.9847698212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899644852
validation[          , genome  7169] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       860.67633, best error:       740.26190 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 156.2303009033s, input_fired_time: 1.5187323093, output_fired_time: 1.0076582432, propagate_forward_time: 61.2480201721, propagate_backward_time: 89.6182098389, weight_update_time: 0.1452858299, other_time: 2.8376770020
epoch time: 12.1300487518s, input_fired_time: 0.1644244492, output_fired_time: 0.0000000000, propagate_forward_time: 11.5104398727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551839828
validation[          , genome  7169] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       698.95715, best error:       698.95715 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 163.3420715332s, input_fired_time: 1.5548896790, output_fired_time: 1.0435413122, propagate_forward_time: 64.2168655396, propagate_backward_time: 93.7209320068, weight_update_time: 0.1497052759, other_time: 2.8058395386
epoch time: 13.0184831619s, input_fired_time: 0.1722980887, output_fired_time: 0.0000000000, propagate_forward_time: 12.3200626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261220932
validation[          , genome  7169] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       934.12701, best error:       698.95715 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 154.5868530273s, input_fired_time: 1.5057046413, output_fired_time: 1.0050352812, propagate_forward_time: 60.7529220581, propagate_backward_time: 88.6155929565, weight_update_time: 0.1444006413, other_time: 2.7075958252
epoch time: 15.5895662308s, input_fired_time: 0.1965317279, output_fired_time: 0.0000000000, propagate_forward_time: 14.8197975159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732374191
validation[          , genome  7169] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       776.94940, best error:       698.95715 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.0968627930s, input_fired_time: 1.4647080898, output_fired_time: 0.9747049809, propagate_forward_time: 58.4169998169, propagate_backward_time: 85.6492767334, weight_update_time: 0.1343025863, other_time: 2.5911788940
epoch time: 15.1811351776s, input_fired_time: 0.1927294880, output_fired_time: 0.0000000000, propagate_forward_time: 14.4646940231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237112045
validation[          , genome  7169] predictions:    9764/  10000 (97.64%), best:    9784/10000 (97.84%), error:       797.80981, best error:       698.95715 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 168.5334472656s, input_fired_time: 1.6177501678, output_fired_time: 1.0712473392, propagate_forward_time: 66.1860733032, propagate_backward_time: 96.7488632202, weight_update_time: 0.1531746089, other_time: 2.9095153809
epoch time: 11.0864467621s, input_fired_time: 0.1622057408, output_fired_time: 0.0000000000, propagate_forward_time: 10.4831380844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411029816
validation[          , genome  7169] predictions:    9793/  10000 (97.93%), best:    9784/10000 (97.84%), error:       710.26788, best error:       698.95715 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.6562652588s, input_fired_time: 1.5601636171, output_fired_time: 1.0339332819, propagate_forward_time: 61.9511909485, propagate_backward_time: 91.3137664795, weight_update_time: 0.1470905095, other_time: 2.7972106934
epoch time: 15.9147806168s, input_fired_time: 0.1981124878, output_fired_time: 0.0000000000, propagate_forward_time: 15.1765127182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401554108
validation[          , genome  7169] predictions:    9739/  10000 (97.39%), best:    9784/10000 (97.84%), error:       864.91980, best error:       698.95715 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 165.2137603760s, input_fired_time: 1.5944665670, output_fired_time: 1.0586237907, propagate_forward_time: 64.6585083008, propagate_backward_time: 95.0669174194, weight_update_time: 0.1482224166, other_time: 2.8352432251
epoch time: 12.0430335999s, input_fired_time: 0.1609054804, output_fired_time: 0.0000000000, propagate_forward_time: 11.4431228638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390048981
validation[          , genome  7169] predictions:    9765/  10000 (97.65%), best:    9784/10000 (97.84%), error:       807.86951, best error:       698.95715 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 165.2778167725s, input_fired_time: 1.5605803728, output_fired_time: 1.0701154470, propagate_forward_time: 64.4944534302, propagate_backward_time: 95.3809127808, weight_update_time: 0.1443887800, other_time: 2.7717590332
epoch time: 14.2128076553s, input_fired_time: 0.1875422001, output_fired_time: 0.0000000000, propagate_forward_time: 13.5167865753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084791183
validation[          , genome  7169] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       867.95038, best error:       698.95715 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 174.7869567871s, input_fired_time: 1.6154437065, output_fired_time: 1.1086399555, propagate_forward_time: 68.6632461548, propagate_backward_time: 100.4628067017, weight_update_time: 0.1520814896, other_time: 2.9368133545
epoch time: 12.0549087524s, input_fired_time: 0.1644253284, output_fired_time: 0.0000000000, propagate_forward_time: 11.4448194504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456644058
validation[          , genome  7169] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       682.65588, best error:       682.65588 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.6385498047s, input_fired_time: 1.5620827675, output_fired_time: 1.0586416721, propagate_forward_time: 64.6173706055, propagate_backward_time: 94.6231307983, weight_update_time: 0.1441116631, other_time: 2.7773208618
epoch time: 14.6560688019s, input_fired_time: 0.1868328303, output_fired_time: 0.0000000000, propagate_forward_time: 13.9410028458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282335281
validation[          , genome  7169] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       761.75232, best error:       682.65588 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 148.1638336182s, input_fired_time: 1.4637018442, output_fired_time: 0.9736497998, propagate_forward_time: 58.1690444946, propagate_backward_time: 85.0194320679, weight_update_time: 0.1312587112, other_time: 2.5380096436
epoch time: 12.2156248093s, input_fired_time: 0.1633306444, output_fired_time: 0.0000000000, propagate_forward_time: 11.6087093353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435844421
validation[          , genome  7169] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       805.87579, best error:       682.65588 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 145.5994567871s, input_fired_time: 1.4468809366, output_fired_time: 0.9596573114, propagate_forward_time: 56.9169807434, propagate_backward_time: 83.8026809692, weight_update_time: 0.1278914958, other_time: 2.4732589722
epoch time: 11.9604864120s, input_fired_time: 0.1620060503, output_fired_time: 0.0000000000, propagate_forward_time: 11.3603487015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381313324
validation[          , genome  7169] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       681.50098, best error:       681.50098 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 144.5787200928s, input_fired_time: 1.4485013485, output_fired_time: 0.9557030797, propagate_forward_time: 56.7860908508, propagate_backward_time: 82.9318542480, weight_update_time: 0.1275352389, other_time: 2.4565734863
epoch time: 11.9822025299s, input_fired_time: 0.1614772826, output_fired_time: 0.0000000000, propagate_forward_time: 11.3813314438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393939972
validation[          , genome  7169] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       745.73358, best error:       681.50098 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.3126831055s, input_fired_time: 1.4471075535, output_fired_time: 0.9511151910, propagate_forward_time: 56.4816474915, propagate_backward_time: 82.9630203247, weight_update_time: 0.1282632500, other_time: 2.4697952271
epoch time: 11.8466625214s, input_fired_time: 0.1609399766, output_fired_time: 0.0000000000, propagate_forward_time: 11.2541341782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315881729
validation[          , genome  7169] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       798.22473, best error:       681.50098 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.0450134277s, input_fired_time: 1.4516193867, output_fired_time: 0.9467326999, propagate_forward_time: 56.5895233154, propagate_backward_time: 82.5853042603, weight_update_time: 0.1279903948, other_time: 2.4718399048
epoch time: 11.9703655243s, input_fired_time: 0.1606643796, output_fired_time: 0.0000000000, propagate_forward_time: 11.3683300018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413709641
validation[          , genome  7169] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       781.29889, best error:       681.50098 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 158.1807708740s, input_fired_time: 1.5302369595, output_fired_time: 1.0256490707, propagate_forward_time: 62.1188507080, propagate_backward_time: 90.8299484253, weight_update_time: 0.1391747147, other_time: 2.6760787964
epoch time: 12.0710258484s, input_fired_time: 0.1640818715, output_fired_time: 0.0000000000, propagate_forward_time: 11.4606342316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463100433
validation[          , genome  7169] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       730.36121, best error:       681.50098 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 179.9292907715s, input_fired_time: 1.6633305550, output_fired_time: 1.1473771334, propagate_forward_time: 70.6313629150, propagate_backward_time: 103.5019683838, weight_update_time: 0.1553286165, other_time: 2.9852447510
epoch time: 14.1314640045s, input_fired_time: 0.1868936270, output_fired_time: 0.0000000000, propagate_forward_time: 13.4391431808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054273605
validation[          , genome  7169] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       821.84833, best error:       681.50098 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.8719635010s, input_fired_time: 1.5551615953, output_fired_time: 1.0460007191, propagate_forward_time: 63.1386947632, propagate_backward_time: 92.4003601074, weight_update_time: 0.1405980140, other_time: 2.7317428589
epoch time: 12.2171049118s, input_fired_time: 0.1664856076, output_fired_time: 0.0000000000, propagate_forward_time: 11.5821056366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685134888
validation[          , genome  7169] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       699.40302, best error:       681.50098 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 168.9986572266s, input_fired_time: 1.5888820887, output_fired_time: 1.0800859928, propagate_forward_time: 66.2409210205, propagate_backward_time: 97.2785491943, weight_update_time: 0.1479367316, other_time: 2.8102111816
epoch time: 11.4805536270s, input_fired_time: 0.1682112217, output_fired_time: 0.0000000000, propagate_forward_time: 10.8656959534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466466904
validation[          , genome  7169] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       671.46051, best error:       671.46051 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 167.8026428223s, input_fired_time: 1.5876893997, output_fired_time: 1.0762081146, propagate_forward_time: 66.0258941650, propagate_backward_time: 96.3323898315, weight_update_time: 0.1477324516, other_time: 2.7804641724
epoch time: 13.8381567001s, input_fired_time: 0.1928101033, output_fired_time: 0.0000000000, propagate_forward_time: 13.1384792328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068674088
validation[          , genome  7169] predictions:    9685/  10000 (96.85%), best:    9802/10000 (98.02%), error:      1078.59094, best error:       671.46051 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 174.7927703857s, input_fired_time: 1.6499189138, output_fired_time: 1.1078841686, propagate_forward_time: 68.6208114624, propagate_backward_time: 100.4737930298, weight_update_time: 0.1563825756, other_time: 2.9403686523
epoch time: 11.2227077484s, input_fired_time: 0.1647272110, output_fired_time: 0.0000000000, propagate_forward_time: 10.6152048111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427757263
validation[          , genome  7169] predictions:    9797/  10000 (97.97%), best:    9802/10000 (98.02%), error:       746.68262, best error:       671.46051 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 175.3184814453s, input_fired_time: 1.6610889435, output_fired_time: 1.1135618687, propagate_forward_time: 68.8955383301, propagate_backward_time: 100.6753234863, weight_update_time: 0.1573308557, other_time: 2.9729766846
epoch time: 15.9327754974s, input_fired_time: 0.1990670413, output_fired_time: 0.0000000000, propagate_forward_time: 15.1914529800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422554016
validation[          , genome  7169] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       782.28448, best error:       671.46051 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.4980163574s, input_fired_time: 1.6333403587, output_fired_time: 1.1221057177, propagate_forward_time: 69.1920852661, propagate_backward_time: 101.6776046753, weight_update_time: 0.1525297016, other_time: 2.8728790283
epoch time: 11.8784542084s, input_fired_time: 0.1659926623, output_fired_time: 0.0000000000, propagate_forward_time: 11.2680053711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444561005
validation[          , genome  7169] predictions:    9765/  10000 (97.65%), best:    9802/10000 (98.02%), error:       805.62219, best error:       671.46051 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 153.6728210449s, input_fired_time: 1.5122009516, output_fired_time: 0.9950294495, propagate_forward_time: 60.0986518860, propagate_backward_time: 88.3791351318, weight_update_time: 0.1358077824, other_time: 2.6878051758
epoch time: 12.7228326797s, input_fired_time: 0.1792776734, output_fired_time: 0.0000000000, propagate_forward_time: 12.0880279541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555273056
validation[          , genome  7169] predictions:    9801/  10000 (98.01%), best:    9802/10000 (98.02%), error:       682.65851, best error:       671.46051 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.6112518311s, input_fired_time: 1.4872405529, output_fired_time: 0.9646251202, propagate_forward_time: 57.7787322998, propagate_backward_time: 84.8239440918, weight_update_time: 0.1300441027, other_time: 2.5567016602
epoch time: 12.1353330612s, input_fired_time: 0.1657463312, output_fired_time: 0.0000000000, propagate_forward_time: 11.5264101028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431762695
validation[          , genome  7169] predictions:    9793/  10000 (97.93%), best:    9802/10000 (98.02%), error:       726.33832, best error:       671.46051 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.6653137207s, input_fired_time: 1.4801101685, output_fired_time: 0.9673151970, propagate_forward_time: 57.7741432190, propagate_backward_time: 84.8819274902, weight_update_time: 0.1306299120, other_time: 2.5618286133
epoch time: 12.1414537430s, input_fired_time: 0.1667511314, output_fired_time: 0.0000000000, propagate_forward_time: 11.5169677734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577350616
validation[          , genome  7169] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       691.30585, best error:       671.46051 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 160.9208526611s, input_fired_time: 1.5558125973, output_fired_time: 1.0473541021, propagate_forward_time: 63.0886001587, propagate_backward_time: 92.5067520142, weight_update_time: 0.1415747702, other_time: 2.7223358154
epoch time: 12.0952796936s, input_fired_time: 0.1658692658, output_fired_time: 0.0000000000, propagate_forward_time: 11.4904870987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389228821
validation[          , genome  7169] predictions:    9781/  10000 (97.81%), best:    9802/10000 (98.02%), error:       734.02948, best error:       671.46051 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 148.1336822510s, input_fired_time: 1.5019658804, output_fired_time: 0.9631052017, propagate_forward_time: 57.9329376221, propagate_backward_time: 85.1422271729, weight_update_time: 0.1347113848, other_time: 2.5934448242
epoch time: 14.9490871429s, input_fired_time: 0.1978081316, output_fired_time: 0.0000000000, propagate_forward_time: 14.2083778381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429010391
validation[          , genome  7169] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       675.23334, best error:       671.46051 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 175.5606842041s, input_fired_time: 1.6608268023, output_fired_time: 1.1089118719, propagate_forward_time: 69.0699157715, propagate_backward_time: 100.7941589355, weight_update_time: 0.1558301896, other_time: 2.9268646240
epoch time: 11.8925094604s, input_fired_time: 0.1672716737, output_fired_time: 0.0000000000, propagate_forward_time: 11.2844753265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407625198
validation[          , genome  7169] predictions:    9777/  10000 (97.77%), best:    9802/10000 (98.02%), error:       690.12988, best error:       671.46051 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 160.4744873047s, input_fired_time: 1.5872373581, output_fired_time: 1.0332614183, propagate_forward_time: 62.8546676636, propagate_backward_time: 92.2030487061, weight_update_time: 0.1469013095, other_time: 2.7962722778
epoch time: 11.0524587631s, input_fired_time: 0.1679712683, output_fired_time: 0.0000000000, propagate_forward_time: 10.4404535294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440336227
validation[          , genome  7169] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       712.83997, best error:       671.46051 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.0995941162s, input_fired_time: 1.4801113605, output_fired_time: 0.9344120026, propagate_forward_time: 54.2223281860, propagate_backward_time: 79.8361358643, weight_update_time: 0.1346279681, other_time: 2.6265945435
epoch time: 11.6747922897s, input_fired_time: 0.1715857536, output_fired_time: 0.0000000000, propagate_forward_time: 11.0449256897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582805634
validation[          , genome  7169] predictions:    9773/  10000 (97.73%), best:    9802/10000 (98.02%), error:       772.93781, best error:       671.46051 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 170.2794189453s, input_fired_time: 1.6114429235, output_fired_time: 1.0855113268, propagate_forward_time: 66.7280578613, propagate_backward_time: 97.9808044434, weight_update_time: 0.1481914371, other_time: 2.8735961914
epoch time: 12.2857408524s, input_fired_time: 0.1692207158, output_fired_time: 0.0000000000, propagate_forward_time: 11.6662797928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502401352
validation[          , genome  7169] predictions:    9752/  10000 (97.52%), best:    9802/10000 (98.02%), error:       817.96484, best error:       671.46051 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.0470581055s, input_fired_time: 1.4946777821, output_fired_time: 0.9751929045, propagate_forward_time: 58.5044212341, propagate_backward_time: 85.5167083740, weight_update_time: 0.1309145689, other_time: 2.5560607910
epoch time: 12.2344102859s, input_fired_time: 0.1724178195, output_fired_time: 0.0000000000, propagate_forward_time: 11.6149921417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470005035
validation[          , genome  7169] predictions:    9809/  10000 (98.09%), best:    9802/10000 (98.02%), error:       673.48090, best error:       671.46051 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 160.3123474121s, input_fired_time: 1.5567190647, output_fired_time: 1.0393210649, propagate_forward_time: 62.9806480408, propagate_backward_time: 92.0193634033, weight_update_time: 0.1406690031, other_time: 2.7162933350
epoch time: 15.9568901062s, input_fired_time: 0.2014345825, output_fired_time: 0.0000000000, propagate_forward_time: 15.1852855682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701704025
validation[          , genome  7169] predictions:    9786/  10000 (97.86%), best:    9802/10000 (98.02%), error:       735.45929, best error:       671.46051 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 164.6478271484s, input_fired_time: 1.6268845797, output_fired_time: 1.0569803715, propagate_forward_time: 64.5880050659, propagate_backward_time: 94.4720840454, weight_update_time: 0.1502331644, other_time: 2.9038696289
epoch time: 13.6804485321s, input_fired_time: 0.1918197423, output_fired_time: 0.0000000000, propagate_forward_time: 12.9718160629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168123245
validation[          , genome  7169] predictions:    9792/  10000 (97.92%), best:    9802/10000 (98.02%), error:       754.41461, best error:       671.46051 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 170.4177093506s, input_fired_time: 1.6298638582, output_fired_time: 1.0879087448, propagate_forward_time: 66.7180480957, propagate_backward_time: 98.0727844238, weight_update_time: 0.1528512686, other_time: 2.9091033936
epoch time: 11.2289438248s, input_fired_time: 0.1658097804, output_fired_time: 0.0000000000, propagate_forward_time: 10.6232204437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399137497
validation[          , genome  7169] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       627.27924, best error:       627.27924 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 139.9931182861s, input_fired_time: 1.4900642633, output_fired_time: 0.9372884035, propagate_forward_time: 54.8199195862, propagate_backward_time: 80.0881271362, weight_update_time: 0.1357434392, other_time: 2.6577224731
epoch time: 14.6305561066s, input_fired_time: 0.1909138262, output_fired_time: 0.0000000000, propagate_forward_time: 13.9353847504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042572021
validation[          , genome  7169] predictions:    9792/  10000 (97.92%), best:    9815/10000 (98.15%), error:       698.53735, best error:       627.27924 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 164.9442596436s, input_fired_time: 1.5862996578, output_fired_time: 1.0633689165, propagate_forward_time: 64.6370086670, propagate_backward_time: 94.8889923096, weight_update_time: 0.1457424015, other_time: 2.7685852051
epoch time: 11.2243413925s, input_fired_time: 0.1659660488, output_fired_time: 0.0000000000, propagate_forward_time: 10.6202220917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381532669
validation[          , genome  7169] predictions:    9804/  10000 (98.04%), best:    9815/10000 (98.15%), error:       683.46863, best error:       627.27924 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 154.5013122559s, input_fired_time: 1.5712765455, output_fired_time: 1.0104178190, propagate_forward_time: 60.6510009766, propagate_backward_time: 88.4493560791, weight_update_time: 0.1454209685, other_time: 2.8192596436
epoch time: 10.5668525696s, input_fired_time: 0.1629382074, output_fired_time: 0.0000000000, propagate_forward_time: 9.9685678482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353466034
validation[          , genome  7169] predictions:    9762/  10000 (97.62%), best:    9815/10000 (98.15%), error:       844.85229, best error:       627.27924 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 145.8701477051s, input_fired_time: 1.5322167873, output_fired_time: 0.9710920453, propagate_forward_time: 57.1140823364, propagate_backward_time: 83.4404525757, weight_update_time: 0.1394754797, other_time: 2.8123168945
epoch time: 15.5387468338s, input_fired_time: 0.2154621631, output_fired_time: 0.0000000000, propagate_forward_time: 14.7617311478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5615539551
validation[          , genome  7169] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       696.46198, best error:       627.27924 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 147.1239471436s, input_fired_time: 1.5338498354, output_fired_time: 0.9806054831, propagate_forward_time: 57.5584526062, propagate_backward_time: 84.3084411621, weight_update_time: 0.1396019608, other_time: 2.7425994873
epoch time: 12.9433107376s, input_fired_time: 0.1896356344, output_fired_time: 0.0000000000, propagate_forward_time: 12.2654218674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882535934
validation[          , genome  7169] predictions:    9808/  10000 (98.08%), best:    9815/10000 (98.15%), error:       675.84521, best error:       627.27924 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.8250579834s, input_fired_time: 1.6100554466, output_fired_time: 1.0676736832, propagate_forward_time: 64.6673278809, propagate_backward_time: 94.5853424072, weight_update_time: 0.1496530771, other_time: 2.8946533203
epoch time: 12.4347000122s, input_fired_time: 0.1720633507, output_fired_time: 0.0000000000, propagate_forward_time: 11.8014202118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612159729
validation[          , genome  7169] predictions:    9814/  10000 (98.14%), best:    9815/10000 (98.15%), error:       655.67651, best error:       627.27924 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 151.9079589844s, input_fired_time: 1.5129975080, output_fired_time: 0.9915335774, propagate_forward_time: 59.5965080261, propagate_backward_time: 87.1941986084, weight_update_time: 0.1337938756, other_time: 2.6127166748
epoch time: 11.9154310226s, input_fired_time: 0.1668433845, output_fired_time: 0.0000000000, propagate_forward_time: 11.3104572296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381303787
validation[          , genome  7169] predictions:    9785/  10000 (97.85%), best:    9815/10000 (98.15%), error:       721.74597, best error:       627.27924 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 155.5797729492s, input_fired_time: 1.5340160131, output_fired_time: 1.0027048588, propagate_forward_time: 60.9502449036, propagate_backward_time: 89.4380950928, weight_update_time: 0.1378891170, other_time: 2.6547241211
epoch time: 15.9947385788s, input_fired_time: 0.2148777395, output_fired_time: 0.0000000000, propagate_forward_time: 15.2212114334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586490631
validation[          , genome  7169] predictions:    9737/  10000 (97.37%), best:    9815/10000 (98.15%), error:       842.78058, best error:       627.27924 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 159.5979156494s, input_fired_time: 1.5638629198, output_fired_time: 1.0288017988, propagate_forward_time: 62.4259605408, propagate_backward_time: 91.8851852417, weight_update_time: 0.1407105327, other_time: 2.6940994263
epoch time: 11.4713878632s, input_fired_time: 0.1703203619, output_fired_time: 0.0000000000, propagate_forward_time: 10.8498229980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512443542
validation[          , genome  7169] predictions:    9745/  10000 (97.45%), best:    9815/10000 (98.15%), error:       910.80322, best error:       627.27924 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 162.2919616699s, input_fired_time: 1.5941638947, output_fired_time: 1.0446732044, propagate_forward_time: 63.5785369873, propagate_backward_time: 93.2529983521, weight_update_time: 0.1478681713, other_time: 2.8215866089
epoch time: 12.0878086090s, input_fired_time: 0.1662516296, output_fired_time: 0.0000000000, propagate_forward_time: 11.4780073166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435501099
validation[          , genome  7169] predictions:    9790/  10000 (97.90%), best:    9815/10000 (98.15%), error:       719.92487, best error:       627.27924 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 164.0697631836s, input_fired_time: 1.6025341749, output_fired_time: 1.0556648970, propagate_forward_time: 64.5179138184, propagate_backward_time: 94.0492248535, weight_update_time: 0.1492518485, other_time: 2.8444213867
epoch time: 15.4067401886s, input_fired_time: 0.2023582160, output_fired_time: 0.0000000000, propagate_forward_time: 14.6667022705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376796722
validation[          , genome  7169] predictions:    9754/  10000 (97.54%), best:    9815/10000 (98.15%), error:       862.49707, best error:       627.27924 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 169.7881164551s, input_fired_time: 1.6253705025, output_fired_time: 1.0852581263, propagate_forward_time: 66.6337051392, propagate_backward_time: 97.5355453491, weight_update_time: 0.1491843909, other_time: 2.9082489014
epoch time: 13.7503252029s, input_fired_time: 0.1866427660, output_fired_time: 0.0000000000, propagate_forward_time: 13.0694980621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941844940
validation[          , genome  7169] predictions:    9778/  10000 (97.78%), best:    9815/10000 (98.15%), error:       759.91058, best error:       627.27924 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.6603851318s, input_fired_time: 1.5837159157, output_fired_time: 1.0425523520, propagate_forward_time: 62.4265975952, propagate_backward_time: 91.8003005981, weight_update_time: 0.1428962201, other_time: 2.8072204590
epoch time: 14.5269517899s, input_fired_time: 0.2013587803, output_fired_time: 0.0000000000, propagate_forward_time: 13.7533922195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722007751
validation[          , genome  7169] predictions:    9797/  10000 (97.97%), best:    9815/10000 (98.15%), error:       719.50623, best error:       627.27924 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.9240570068s, input_fired_time: 1.5954239368, output_fired_time: 1.0361622572, propagate_forward_time: 62.8231544495, propagate_backward_time: 91.6354827881, weight_update_time: 0.1467821002, other_time: 2.8338317871
epoch time: 10.8773155212s, input_fired_time: 0.1610369980, output_fired_time: 0.0000000000, propagate_forward_time: 10.2922735214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240045547
validation[          , genome  7169] predictions:    9803/  10000 (98.03%), best:    9815/10000 (98.15%), error:       655.17072, best error:       627.27924 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 154.5753936768s, input_fired_time: 1.5648151636, output_fired_time: 1.0052566528, propagate_forward_time: 60.6090316772, propagate_backward_time: 88.6436614990, weight_update_time: 0.1442614645, other_time: 2.7526168823
epoch time: 12.8619012833s, input_fired_time: 0.1820640117, output_fired_time: 0.0000000000, propagate_forward_time: 12.2055664062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742708206
validation[          , genome  7169] predictions:    9792/  10000 (97.92%), best:    9815/10000 (98.15%), error:       713.34448, best error:       627.27924 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 150.1073608398s, input_fired_time: 1.5329002142, output_fired_time: 0.9774134159, propagate_forward_time: 58.7942428589, propagate_backward_time: 86.1338653564, weight_update_time: 0.1392495334, other_time: 2.6689376831
epoch time: 11.9555835724s, input_fired_time: 0.1715643853, output_fired_time: 0.0000000000, propagate_forward_time: 11.3363513947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476680756
validation[          , genome  7169] predictions:    9771/  10000 (97.71%), best:    9815/10000 (98.15%), error:       796.45227, best error:       627.27924 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 143.9930419922s, input_fired_time: 1.4999337196, output_fired_time: 0.9570988417, propagate_forward_time: 56.4043884277, propagate_backward_time: 82.5819625854, weight_update_time: 0.1283175498, other_time: 2.5496597290
epoch time: 11.8276729584s, input_fired_time: 0.1724019349, output_fired_time: 0.0000000000, propagate_forward_time: 11.2150259018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402446747
validation[          , genome  7169] predictions:    9797/  10000 (97.97%), best:    9815/10000 (98.15%), error:       697.43506, best error:       627.27924 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 167.3829345703s, input_fired_time: 1.6357059479, output_fired_time: 1.0777410269, propagate_forward_time: 65.5950241089, propagate_backward_time: 96.2536239624, weight_update_time: 0.1460991204, other_time: 2.8208312988
epoch time: 13.5788021088s, input_fired_time: 0.1906778216, output_fired_time: 0.0000000000, propagate_forward_time: 12.8796510696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084733963
validation[          , genome  7169] predictions:    9774/  10000 (97.74%), best:    9815/10000 (98.15%), error:       766.81555, best error:       627.27924 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 161.9286499023s, input_fired_time: 1.6072860956, output_fired_time: 1.0404473543, propagate_forward_time: 63.5711822510, propagate_backward_time: 92.8966369629, weight_update_time: 0.1469870061, other_time: 2.8130950928
epoch time: 11.0006189346s, input_fired_time: 0.1646904796, output_fired_time: 0.0000000000, propagate_forward_time: 10.4056510925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302778244
validation[          , genome  7169] predictions:    9806/  10000 (98.06%), best:    9815/10000 (98.15%), error:       667.28308, best error:       627.27924 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 141.3809356689s, input_fired_time: 1.5031557083, output_fired_time: 0.9261988997, propagate_forward_time: 55.5108222961, propagate_backward_time: 80.7920989990, weight_update_time: 0.1358020753, other_time: 2.6486663818
epoch time: 13.6957349777s, input_fired_time: 0.1931174695, output_fired_time: 0.0000000000, propagate_forward_time: 13.0032176971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994001389
validation[          , genome  7169] predictions:    9796/  10000 (97.96%), best:    9815/10000 (98.15%), error:       676.55066, best error:       627.27924 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 142.5278930664s, input_fired_time: 1.5030345917, output_fired_time: 0.9373722076, propagate_forward_time: 55.9677658081, propagate_backward_time: 81.5097656250, weight_update_time: 0.1356029361, other_time: 2.6099472046
epoch time: 11.2611265182s, input_fired_time: 0.1694941521, output_fired_time: 0.0000000000, propagate_forward_time: 10.6266183853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650144577
validation[          , genome  7169] predictions:    9807/  10000 (98.07%), best:    9815/10000 (98.15%), error:       669.20953, best error:       627.27924 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 153.4797210693s, input_fired_time: 1.5572363138, output_fired_time: 1.0029042959, propagate_forward_time: 60.1182746887, propagate_backward_time: 88.0311660767, weight_update_time: 0.1439599693, other_time: 2.7701492310
epoch time: 15.3933258057s, input_fired_time: 0.2069495469, output_fired_time: 0.0000000000, propagate_forward_time: 14.6227502823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636262894
validation[          , genome  7169] predictions:    9759/  10000 (97.59%), best:    9815/10000 (98.15%), error:       843.37244, best error:       627.27924 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 171.0222625732s, input_fired_time: 1.6587704420, output_fired_time: 1.0882796049, propagate_forward_time: 67.3588714600, propagate_backward_time: 97.9701614380, weight_update_time: 0.1489872187, other_time: 2.9461898804
epoch time: 14.4196233749s, input_fired_time: 0.1982949376, output_fired_time: 0.0000000000, propagate_forward_time: 13.7051744461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161542892
validation[          , genome  7169] predictions:    9775/  10000 (97.75%), best:    9815/10000 (98.15%), error:       762.93073, best error:       627.27924 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 175.7116088867s, input_fired_time: 1.6845949888, output_fired_time: 1.1157152653, propagate_forward_time: 68.9830322266, propagate_backward_time: 100.9763793945, weight_update_time: 0.1578561664, other_time: 2.9518737793
epoch time: 12.1883077621s, input_fired_time: 0.1774946004, output_fired_time: 0.0000000000, propagate_forward_time: 11.5509233475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598894119
validation[          , genome  7169] predictions:    9799/  10000 (97.99%), best:    9815/10000 (98.15%), error:       689.07166, best error:       627.27924 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 141.8287200928s, input_fired_time: 1.4963227510, output_fired_time: 0.9354952574, propagate_forward_time: 55.3369750977, propagate_backward_time: 81.5150451660, weight_update_time: 0.1262816042, other_time: 2.5448760986
epoch time: 11.5235509872s, input_fired_time: 0.1711121351, output_fired_time: 0.0000000000, propagate_forward_time: 10.9122819901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401569366
validation[          , genome  7169] predictions:    9798/  10000 (97.98%), best:    9815/10000 (98.15%), error:       675.84430, best error:       627.27924 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.5148773193s, input_fired_time: 1.5563148260, output_fired_time: 0.9935368299, propagate_forward_time: 59.7210769653, propagate_backward_time: 87.5562362671, weight_update_time: 0.1363493353, other_time: 2.6877136230
epoch time: 13.7884120941s, input_fired_time: 0.1923958212, output_fired_time: 0.0000000000, propagate_forward_time: 13.0969572067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990587234
validation[          , genome  7169] predictions:    9806/  10000 (98.06%), best:    9815/10000 (98.15%), error:       662.66614, best error:       627.27924 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 154.7548217773s, input_fired_time: 1.5692323446, output_fired_time: 1.0143094063, propagate_forward_time: 60.6093788147, propagate_backward_time: 88.7742004395, weight_update_time: 0.1380767077, other_time: 2.7877044678
epoch time: 10.8455190659s, input_fired_time: 0.1652118266, output_fired_time: 0.0000000000, propagate_forward_time: 10.2655477524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147596359
validation[          , genome  7169] predictions:    9762/  10000 (97.62%), best:    9815/10000 (98.15%), error:       789.42761, best error:       627.27924 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.8041076660s, input_fired_time: 1.5698970556, output_fired_time: 1.0223428011, propagate_forward_time: 60.3304672241, propagate_backward_time: 88.0467224121, weight_update_time: 0.1350388229, other_time: 2.8346786499
epoch time: 14.3227281570s, input_fired_time: 0.1955744326, output_fired_time: 0.0000000000, propagate_forward_time: 13.6182489395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089044571
validation[          , genome  7169] predictions:    9744/  10000 (97.44%), best:    9815/10000 (98.15%), error:       850.15820, best error:       627.27924 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.0783386230s, input_fired_time: 1.5224145651, output_fired_time: 0.9684530497, propagate_forward_time: 57.7586784363, propagate_backward_time: 84.1480255127, weight_update_time: 0.1311965436, other_time: 2.6807556152
epoch time: 12.5925722122s, input_fired_time: 0.1774174720, output_fired_time: 0.0000000000, propagate_forward_time: 11.9251499176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900045395
validation[          , genome  7169] predictions:    9800/  10000 (98.00%), best:    9815/10000 (98.15%), error:       696.84418, best error:       627.27924 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.6655578613s, input_fired_time: 1.5369465351, output_fired_time: 0.9814792275, propagate_forward_time: 59.7421913147, propagate_backward_time: 86.7394485474, weight_update_time: 0.1343990266, other_time: 2.6655044556
epoch time: 13.9666357040s, input_fired_time: 0.1906346530, output_fired_time: 0.0000000000, propagate_forward_time: 13.2820663452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939346313
validation[          , genome  7169] predictions:    9799/  10000 (97.99%), best:    9815/10000 (98.15%), error:       691.12500, best error:       627.27924 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 162.1728668213s, input_fired_time: 1.6080434322, output_fired_time: 1.0476768017, propagate_forward_time: 63.8191947937, propagate_backward_time: 92.9216461182, weight_update_time: 0.1445077360, other_time: 2.7762908936
epoch time: 11.0285205841s, input_fired_time: 0.1621748805, output_fired_time: 0.0000000000, propagate_forward_time: 10.4545516968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117937088
validation[          , genome  7169] predictions:    9778/  10000 (97.78%), best:    9815/10000 (98.15%), error:       722.97101, best error:       627.27924 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 158.0343933105s, input_fired_time: 1.5814859867, output_fired_time: 1.0216491222, propagate_forward_time: 62.0571823120, propagate_backward_time: 90.6800765991, weight_update_time: 0.1413338780, other_time: 2.6940002441
epoch time: 15.9574222565s, input_fired_time: 0.2172755450, output_fired_time: 0.0000000000, propagate_forward_time: 15.1845922470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555543900
validation[          , genome  7169] predictions:    9787/  10000 (97.87%), best:    9815/10000 (98.15%), error:       745.80371, best error:       627.27924 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 142.5082244873s, input_fired_time: 1.4791830778, output_fired_time: 0.9408627748, propagate_forward_time: 55.7668838501, propagate_backward_time: 81.8140106201, weight_update_time: 0.1284667701, other_time: 2.5072860718
epoch time: 11.2597007751s, input_fired_time: 0.1638840884, output_fired_time: 0.0000000000, propagate_forward_time: 10.6734094620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224071503
validation[          , genome  7169] predictions:    9767/  10000 (97.67%), best:    9815/10000 (98.15%), error:       766.51868, best error:       627.27924 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.1426544189s, input_fired_time: 1.5403212309, output_fired_time: 0.9549636245, propagate_forward_time: 56.9127883911, propagate_backward_time: 83.0727615356, weight_update_time: 0.1386786252, other_time: 2.6618347168
epoch time: 12.0330762863s, input_fired_time: 0.1813599467, output_fired_time: 0.0000000000, propagate_forward_time: 11.3911933899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605226517
validation[          , genome  7169] predictions:    9770/  10000 (97.70%), best:    9815/10000 (98.15%), error:       772.59137, best error:       627.27924 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 148.1360321045s, input_fired_time: 1.5405075550, output_fired_time: 0.9659450650, propagate_forward_time: 57.9856872559, propagate_backward_time: 84.9669723511, weight_update_time: 0.1370616406, other_time: 2.6769180298
epoch time: 11.2663078308s, input_fired_time: 0.1686036140, output_fired_time: 0.0000000000, propagate_forward_time: 10.6578035355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399003983
validation[          , genome  7169] predictions:    9796/  10000 (97.96%), best:    9815/10000 (98.15%), error:       716.89038, best error:       627.27924 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 144.8879699707s, input_fired_time: 1.5043456554, output_fired_time: 0.9455131888, propagate_forward_time: 56.9516983032, propagate_backward_time: 82.8735809326, weight_update_time: 0.1291171610, other_time: 2.6128311157
epoch time: 11.2579374313s, input_fired_time: 0.1646818519, output_fired_time: 0.0000000000, propagate_forward_time: 10.6720104218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212455750
validation[          , genome  7169] predictions:    9802/  10000 (98.02%), best:    9815/10000 (98.15%), error:       689.52832, best error:       627.27924 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 135.4282989502s, input_fired_time: 1.4519081116, output_fired_time: 0.8969238997, propagate_forward_time: 53.3412094116, propagate_backward_time: 77.3025894165, weight_update_time: 0.1228076890, other_time: 2.4356689453
epoch time: 11.0376434326s, input_fired_time: 0.1672138125, output_fired_time: 0.0000000000, propagate_forward_time: 10.4506454468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197845459
validation[          , genome  7169] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       672.49176, best error:       627.27924 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.8088073730s, input_fired_time: 1.4580467939, output_fired_time: 0.9125171900, propagate_forward_time: 53.5795593262, propagate_backward_time: 78.3975296021, weight_update_time: 0.1228173226, other_time: 2.4611434937
epoch time: 11.5771017075s, input_fired_time: 0.1687503010, output_fired_time: 0.0000000000, propagate_forward_time: 10.9564123154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519386292
validation[          , genome  7169] predictions:    9751/  10000 (97.51%), best:    9815/10000 (98.15%), error:       879.33777, best error:       627.27924 on epoch:    62, 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: 57.6081047058s, input_fired_time: 0.8202366829, output_fired_time: 0.0000000000, propagate_forward_time: 54.5795364380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2083320618
best training[          , genome  7169] predictions:   49765/  50000 (99.53%), best:    9815/10000 (98.15%), error:      1007.31854, best error:       627.27924 on epoch:    62, 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: 13.2610216141s, input_fired_time: 0.1764209867, output_fired_time: 0.0000000000, propagate_forward_time: 12.5899572372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946432114
   testing[          , genome  7169] predictions:    9814/  10000 (98.14%), best:    9815/10000 (98.15%), error:       582.86646, best error:       627.27924 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:42:29 (42715): called boinc_finish(0)

</stderr_txt>
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