Nameexact_genome_1512568488_43_7147_0
Workunit2607053
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:16:49 UTC
Report deadline20 Dec 2017, 17:51:15 UTC
Received8 Dec 2017, 10:59:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 34 min 20 sec
CPU time3 hours 34 min 17 sec
Validate stateValid
Credit3,183.06
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.93 MB
Peak swap size154.33 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h time: 120.9492492676s, input_fired_time: 1.3684391975, output_fired_time: 0.8327105045, propagate_forward_time: 47.1961822510, propagate_backward_time: 69.2280731201, weight_update_time: 0.1028731987, other_time: 2.3238449097
epoch time: 9.9755449295s, input_fired_time: 0.1423869729, output_fired_time: 0.0000000000, propagate_forward_time: 9.4192085266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139490128
validation[          , genome  7147] predictions:    9651/  10000 (96.51%), best:    9724/10000 (97.24%), error:      1167.10059, best error:       913.01434 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.7225875854s, input_fired_time: 1.3855841160, output_fired_time: 0.8493928909, propagate_forward_time: 48.4305992126, propagate_backward_time: 70.7698593140, weight_update_time: 0.1030600816, other_time: 2.2871475220
epoch time: 10.2600221634s, input_fired_time: 0.1469919682, output_fired_time: 0.0000000000, propagate_forward_time: 9.7174901962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955402374
validation[          , genome  7147] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       893.63287, best error:       893.63287 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.7409439087s, input_fired_time: 1.3665158749, output_fired_time: 0.8305922151, propagate_forward_time: 47.1464920044, propagate_backward_time: 69.2046279907, weight_update_time: 0.0962967202, other_time: 2.1927185059
epoch time: 10.6869192123s, input_fired_time: 0.1515456438, output_fired_time: 0.0000000000, propagate_forward_time: 10.1282463074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071273804
validation[          , genome  7147] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       986.20331, best error:       893.63287 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.1829910278s, input_fired_time: 1.3565012217, output_fired_time: 0.8244825006, propagate_forward_time: 46.5718307495, propagate_backward_time: 68.2482223511, weight_update_time: 0.0957566500, other_time: 2.1819534302
epoch time: 9.4164028168s, input_fired_time: 0.1350378543, output_fired_time: 0.0000000000, propagate_forward_time: 8.9110116959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703536987
validation[          , genome  7147] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:      1001.28021, best error:       893.63287 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.6818313599s, input_fired_time: 1.3181900978, output_fired_time: 0.7977250218, propagate_forward_time: 44.6846466064, propagate_backward_time: 65.7760620117, weight_update_time: 0.0917486995, other_time: 2.1052093506
epoch time: 9.4152765274s, input_fired_time: 0.1359129697, output_fired_time: 0.0000000000, propagate_forward_time: 8.9098720551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694915771
validation[          , genome  7147] predictions:    9624/  10000 (96.24%), best:    9741/10000 (97.41%), error:      1274.84290, best error:       893.63287 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 123.0106353760s, input_fired_time: 1.3814024925, output_fired_time: 0.8476162553, propagate_forward_time: 48.1058120728, propagate_backward_time: 70.4117813110, weight_update_time: 0.0987080485, other_time: 2.2640228271
epoch time: 9.4817447662s, input_fired_time: 0.1394999921, output_fired_time: 0.0000000000, propagate_forward_time: 8.9521818161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900632858
validation[          , genome  7147] predictions:    9679/  10000 (96.79%), best:    9741/10000 (97.41%), error:      1054.09888, best error:       893.63287 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 122.9336700439s, input_fired_time: 1.3875130415, output_fired_time: 0.8436956406, propagate_forward_time: 48.1130294800, propagate_backward_time: 70.3467941284, weight_update_time: 0.0977578014, other_time: 2.2426376343
epoch time: 11.2534065247s, input_fired_time: 0.1609483808, output_fired_time: 0.0000000000, propagate_forward_time: 10.6732244492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192333221
validation[          , genome  7147] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       921.87177, best error:       893.63287 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 116.6097259521s, input_fired_time: 1.3379592896, output_fired_time: 0.8067703843, propagate_forward_time: 45.4702110291, propagate_backward_time: 66.8607254028, weight_update_time: 0.0933556557, other_time: 2.1340560913
epoch time: 9.4217720032s, input_fired_time: 0.1373071820, output_fired_time: 0.0000000000, propagate_forward_time: 8.9124593735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720054626
validation[          , genome  7147] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       944.69391, best error:       893.63287 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.4580459595s, input_fired_time: 1.4128441811, output_fired_time: 0.8651443720, propagate_forward_time: 49.0156364441, propagate_backward_time: 71.8841934204, weight_update_time: 0.1012816876, other_time: 2.2802352905
epoch time: 9.9607763290s, input_fired_time: 0.1518363804, output_fired_time: 0.0000000000, propagate_forward_time: 9.4012451172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076948166
validation[          , genome  7147] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       915.82446, best error:       893.63287 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.6954498291s, input_fired_time: 1.4035015106, output_fired_time: 0.8442811966, propagate_forward_time: 47.5318603516, propagate_backward_time: 69.6352081299, weight_update_time: 0.1013199911, other_time: 2.2805938721
epoch time: 9.9820013046s, input_fired_time: 0.1432563961, output_fired_time: 0.0000000000, propagate_forward_time: 9.4497938156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889513016
validation[          , genome  7147] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:      1019.63098, best error:       893.63287 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 122.3735656738s, input_fired_time: 1.3819457293, output_fired_time: 0.8407259583, propagate_forward_time: 47.8786506653, propagate_backward_time: 70.0232467651, weight_update_time: 0.0970548764, other_time: 2.2490005493
epoch time: 9.5266237259s, input_fired_time: 0.1452775598, output_fired_time: 0.0000000000, propagate_forward_time: 8.9972457886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840999603
validation[          , genome  7147] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       888.02112, best error:       888.02112 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.0888366699s, input_fired_time: 1.3310945034, output_fired_time: 0.8091943860, propagate_forward_time: 45.7622833252, propagate_backward_time: 67.0387268066, weight_update_time: 0.0933216587, other_time: 2.1475372314
epoch time: 10.3753395081s, input_fired_time: 0.1480292827, output_fired_time: 0.0000000000, propagate_forward_time: 9.8305501938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967599869
validation[          , genome  7147] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       870.05145, best error:       870.05145 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.7360916138s, input_fired_time: 1.3221384287, output_fired_time: 0.7975478172, propagate_forward_time: 44.7455940247, propagate_backward_time: 65.7677078247, weight_update_time: 0.0918272659, other_time: 2.1031112671
epoch time: 9.4216823578s, input_fired_time: 0.1377501339, output_fired_time: 0.0000000000, propagate_forward_time: 8.9149389267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689937592
validation[          , genome  7147] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       841.42944, best error:       841.42944 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.0641326904s, input_fired_time: 1.3335214853, output_fired_time: 0.8114060163, propagate_forward_time: 45.2716140747, propagate_backward_time: 66.5252609253, weight_update_time: 0.0933742151, other_time: 2.1223297119
epoch time: 9.4133148193s, input_fired_time: 0.1364931762, output_fired_time: 0.0000000000, propagate_forward_time: 8.9098119736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670101166
validation[          , genome  7147] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       932.60895, best error:       841.42944 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 116.0621185303s, input_fired_time: 1.3498083353, output_fired_time: 0.8079786301, propagate_forward_time: 45.2119064331, propagate_backward_time: 66.5113754272, weight_update_time: 0.0959540457, other_time: 2.1810531616
epoch time: 9.4199934006s, input_fired_time: 0.1388424635, output_fired_time: 0.0000000000, propagate_forward_time: 8.9131212234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680295944
validation[          , genome  7147] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       861.49457, best error:       841.42944 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.0383224487s, input_fired_time: 1.3560832739, output_fired_time: 0.8161437511, propagate_forward_time: 46.1388969421, propagate_backward_time: 67.5387649536, weight_update_time: 0.0938334540, other_time: 2.1884231567
epoch time: 9.4615402222s, input_fired_time: 0.1401050836, output_fired_time: 0.0000000000, propagate_forward_time: 8.9408855438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805494308
validation[          , genome  7147] predictions:    9692/  10000 (96.92%), best:    9754/10000 (97.54%), error:      1055.46362, best error:       841.42944 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.3516082764s, input_fired_time: 1.3633090258, output_fired_time: 0.8253520131, propagate_forward_time: 46.5875587463, propagate_backward_time: 68.3940505981, weight_update_time: 0.0949411616, other_time: 2.1813278198
epoch time: 9.4372835159s, input_fired_time: 0.1400445104, output_fired_time: 0.0000000000, propagate_forward_time: 8.9249277115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723115921
validation[          , genome  7147] predictions:    9660/  10000 (96.60%), best:    9754/10000 (97.54%), error:      1135.21472, best error:       841.42944 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 116.4029846191s, input_fired_time: 1.3575973511, output_fired_time: 0.8105344772, propagate_forward_time: 45.3741760254, propagate_backward_time: 66.7020187378, weight_update_time: 0.0933168009, other_time: 2.1586608887
epoch time: 9.4385404587s, input_fired_time: 0.1390265673, output_fired_time: 0.0000000000, propagate_forward_time: 8.9257574081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737564087
validation[          , genome  7147] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       894.18860, best error:       841.42944 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.2283706665s, input_fired_time: 1.3700886965, output_fired_time: 0.8166141510, propagate_forward_time: 46.0597381592, propagate_backward_time: 67.8045272827, weight_update_time: 0.0949076489, other_time: 2.1774063110
epoch time: 9.4241209030s, input_fired_time: 0.1395978183, output_fired_time: 0.0000000000, propagate_forward_time: 8.9139213562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706016541
validation[          , genome  7147] predictions:    9747/  10000 (97.47%), best:    9754/10000 (97.54%), error:       847.35211, best error:       841.42944 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 114.7358245850s, input_fired_time: 1.3456193209, output_fired_time: 0.7979070544, propagate_forward_time: 44.6932106018, propagate_backward_time: 65.7928390503, weight_update_time: 0.0914997533, other_time: 2.1062545776
epoch time: 9.4381542206s, input_fired_time: 0.1401960254, output_fired_time: 0.0000000000, propagate_forward_time: 8.9240798950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738784790
validation[          , genome  7147] predictions:    9748/  10000 (97.48%), best:    9754/10000 (97.54%), error:       843.85742, best error:       841.42944 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.9435729980s, input_fired_time: 1.3929162025, output_fired_time: 0.8358821869, propagate_forward_time: 47.4781608582, propagate_backward_time: 69.0025405884, weight_update_time: 0.0954001471, other_time: 2.2340774536
epoch time: 9.8355255127s, input_fired_time: 0.1455743909, output_fired_time: 0.0000000000, propagate_forward_time: 9.2946672440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952836990
validation[          , genome  7147] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       869.62079, best error:       841.42944 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.1251907349s, input_fired_time: 1.3570033312, output_fired_time: 0.8046410680, propagate_forward_time: 45.3110466003, propagate_backward_time: 66.4758987427, weight_update_time: 0.0929751173, other_time: 2.1765975952
epoch time: 9.4338693619s, input_fired_time: 0.1408275068, output_fired_time: 0.0000000000, propagate_forward_time: 8.9188880920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741540909
validation[          , genome  7147] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       909.66003, best error:       841.42944 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.7301712036s, input_fired_time: 1.3561837673, output_fired_time: 0.8046846986, propagate_forward_time: 45.1248703003, propagate_backward_time: 66.2837677002, weight_update_time: 0.0922520757, other_time: 2.1606597900
epoch time: 9.4344062805s, input_fired_time: 0.1403697282, output_fired_time: 0.0000000000, propagate_forward_time: 8.9184560776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755807877
validation[          , genome  7147] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       818.89087, best error:       818.89087 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.6749496460s, input_fired_time: 1.3541836739, output_fired_time: 0.8027843237, propagate_forward_time: 45.0726814270, propagate_backward_time: 66.3092498779, weight_update_time: 0.0921482742, other_time: 2.1360473633
epoch time: 10.0576009750s, input_fired_time: 0.1491562426, output_fired_time: 0.0000000000, propagate_forward_time: 9.5132722855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951721191
validation[          , genome  7147] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       757.46191, best error:       757.46191 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.5108108521s, input_fired_time: 1.3660278320, output_fired_time: 0.8078985214, propagate_forward_time: 45.4377021790, propagate_backward_time: 66.7458419800, weight_update_time: 0.0942973495, other_time: 2.1533432007
epoch time: 9.4727573395s, input_fired_time: 0.1439148635, output_fired_time: 0.0000000000, propagate_forward_time: 8.9520759583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767662048
validation[          , genome  7147] predictions:    9691/  10000 (96.91%), best:    9763/10000 (97.63%), error:       989.26874, best error:       757.46191 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.4105911255s, input_fired_time: 1.3485760689, output_fired_time: 0.8017831445, propagate_forward_time: 44.9627189636, propagate_backward_time: 66.1656799316, weight_update_time: 0.0918435976, other_time: 2.1318359375
epoch time: 10.2418022156s, input_fired_time: 0.1520828009, output_fired_time: 0.0000000000, propagate_forward_time: 9.6901388168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995809555
validation[          , genome  7147] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       844.28198, best error:       757.46191 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.3935546875s, input_fired_time: 1.3822827339, output_fired_time: 0.8243421316, propagate_forward_time: 46.5584487915, propagate_backward_time: 68.4072952271, weight_update_time: 0.0950501636, other_time: 2.2211837769
epoch time: 9.6017780304s, input_fired_time: 0.1430033147, output_fired_time: 0.0000000000, propagate_forward_time: 9.0716943741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870801926
validation[          , genome  7147] predictions:    9700/  10000 (97.00%), best:    9763/10000 (97.63%), error:       991.86798, best error:       757.46191 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.2441558838s, input_fired_time: 1.3736785650, output_fired_time: 0.8193044066, propagate_forward_time: 46.1343460083, propagate_backward_time: 67.7564163208, weight_update_time: 0.0944198072, other_time: 2.1604080200
epoch time: 9.4182825089s, input_fired_time: 0.1397704780, output_fired_time: 0.0000000000, propagate_forward_time: 8.9121513367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663606644
validation[          , genome  7147] predictions:    9768/  10000 (97.68%), best:    9763/10000 (97.63%), error:       831.74554, best error:       757.46191 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.2367324829s, input_fired_time: 1.3490929604, output_fired_time: 0.7987653017, propagate_forward_time: 44.9778213501, propagate_backward_time: 66.0205459595, weight_update_time: 0.0918144360, other_time: 2.0905075073
epoch time: 9.4337882996s, input_fired_time: 0.1413790435, output_fired_time: 0.0000000000, propagate_forward_time: 8.9233694077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690395355
validation[          , genome  7147] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       862.65607, best error:       757.46191 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 117.0840988159s, input_fired_time: 1.3597155809, output_fired_time: 0.8082955480, propagate_forward_time: 45.6817436218, propagate_backward_time: 67.1229019165, weight_update_time: 0.0932657942, other_time: 2.1114425659
epoch time: 9.4838180542s, input_fired_time: 0.1458921731, output_fired_time: 0.0000000000, propagate_forward_time: 8.9588241577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791017532
validation[          , genome  7147] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       832.59735, best error:       757.46191 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.6585388184s, input_fired_time: 1.3529605865, output_fired_time: 0.7977733612, propagate_forward_time: 44.7019119263, propagate_backward_time: 65.6962890625, weight_update_time: 0.0918722674, other_time: 2.1096038818
epoch time: 9.4373025894s, input_fired_time: 0.1430158168, output_fired_time: 0.0000000000, propagate_forward_time: 8.9193630219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749237061
validation[          , genome  7147] predictions:    9775/  10000 (97.75%), best:    9763/10000 (97.63%), error:       776.64441, best error:       757.46191 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.1718292236s, input_fired_time: 1.3626146317, output_fired_time: 0.8055462837, propagate_forward_time: 45.3119888306, propagate_backward_time: 66.5313644409, weight_update_time: 0.0927593186, other_time: 2.1603088379
epoch time: 9.8696470261s, input_fired_time: 0.1463304311, output_fired_time: 0.0000000000, propagate_forward_time: 9.3340663910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892498016
validation[          , genome  7147] predictions:    9766/  10000 (97.66%), best:    9763/10000 (97.63%), error:       823.72754, best error:       757.46191 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.6092300415s, input_fired_time: 1.3886224031, output_fired_time: 0.8321860433, propagate_forward_time: 47.1548652649, propagate_backward_time: 69.0380249023, weight_update_time: 0.0956539139, other_time: 2.1955261230
epoch time: 9.4375114441s, input_fired_time: 0.1409418583, output_fired_time: 0.0000000000, propagate_forward_time: 8.9198007584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767690659
validation[          , genome  7147] predictions:    9709/  10000 (97.09%), best:    9763/10000 (97.63%), error:       970.88336, best error:       757.46191 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.6869964600s, input_fired_time: 1.3506896496, output_fired_time: 0.7971753478, propagate_forward_time: 44.7170295715, propagate_backward_time: 65.7162933350, weight_update_time: 0.0916433558, other_time: 2.1058044434
epoch time: 9.4302730560s, input_fired_time: 0.1425856352, output_fired_time: 0.0000000000, propagate_forward_time: 8.9146385193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730487823
validation[          , genome  7147] predictions:    9736/  10000 (97.36%), best:    9763/10000 (97.63%), error:       866.12000, best error:       757.46191 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.5225601196s, input_fired_time: 1.3480679989, output_fired_time: 0.7972995639, propagate_forward_time: 44.6030921936, propagate_backward_time: 65.6741104126, weight_update_time: 0.0915578231, other_time: 2.0999832153
epoch time: 9.4381122589s, input_fired_time: 0.1444527358, output_fired_time: 0.0000000000, propagate_forward_time: 8.9180946350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755645752
validation[          , genome  7147] predictions:    9685/  10000 (96.85%), best:    9763/10000 (97.63%), error:      1004.66333, best error:       757.46191 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 114.5763778687s, input_fired_time: 1.3500645161, output_fired_time: 0.7949894667, propagate_forward_time: 44.6602134705, propagate_backward_time: 65.6763534546, weight_update_time: 0.0915448740, other_time: 2.0947494507
epoch time: 9.4378271103s, input_fired_time: 0.1436979771, output_fired_time: 0.0000000000, propagate_forward_time: 8.9202461243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738832474
validation[          , genome  7147] predictions:    9756/  10000 (97.56%), best:    9763/10000 (97.63%), error:       804.27606, best error:       757.46191 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 115.4600830078s, input_fired_time: 1.3632515669, output_fired_time: 0.8029661775, propagate_forward_time: 45.0518798828, propagate_backward_time: 66.0907974243, weight_update_time: 0.0923937857, other_time: 2.1511917114
epoch time: 9.4395074844s, input_fired_time: 0.1415862590, output_fired_time: 0.0000000000, propagate_forward_time: 8.9182882309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796329498
validation[          , genome  7147] predictions:    9777/  10000 (97.77%), best:    9763/10000 (97.63%), error:       792.73834, best error:       757.46191 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.8843994141s, input_fired_time: 1.3528907299, output_fired_time: 0.7988110185, propagate_forward_time: 44.7907943726, propagate_backward_time: 65.8155822754, weight_update_time: 0.0916713700, other_time: 2.1263198853
epoch time: 9.4276866913s, input_fired_time: 0.1401587129, output_fired_time: 0.0000000000, propagate_forward_time: 8.9146900177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728380203
validation[          , genome  7147] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       863.60687, best error:       757.46191 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 114.9620513916s, input_fired_time: 1.3563277721, output_fired_time: 0.7982347608, propagate_forward_time: 44.8516197205, propagate_backward_time: 65.8653640747, weight_update_time: 0.0919347182, other_time: 2.0905075073
epoch time: 9.4240045547s, input_fired_time: 0.1413141191, output_fired_time: 0.0000000000, propagate_forward_time: 8.9157705307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669195175
validation[          , genome  7147] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       910.20105, best error:       757.46191 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 116.3412094116s, input_fired_time: 1.3587630987, output_fired_time: 0.8100615740, propagate_forward_time: 45.3610153198, propagate_backward_time: 66.7134094238, weight_update_time: 0.0926053599, other_time: 2.0979614258
epoch time: 9.4181241989s, input_fired_time: 0.1419980675, output_fired_time: 0.0000000000, propagate_forward_time: 8.9098100662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663158417
validation[          , genome  7147] predictions:    9734/  10000 (97.34%), best:    9763/10000 (97.63%), error:       924.01776, best error:       757.46191 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.9094543457s, input_fired_time: 1.3580112457, output_fired_time: 0.7974363565, propagate_forward_time: 44.8245964050, propagate_backward_time: 65.8372116089, weight_update_time: 0.0922188386, other_time: 2.0922012329
epoch time: 9.5028800964s, input_fired_time: 0.1487026364, output_fired_time: 0.0000000000, propagate_forward_time: 8.9762134552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779640198
validation[          , genome  7147] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       751.72510, best error:       751.72510 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.8616790771s, input_fired_time: 1.3685313463, output_fired_time: 0.8085244298, propagate_forward_time: 45.5436210632, propagate_backward_time: 67.0097656250, weight_update_time: 0.0929530710, other_time: 2.1312408447
epoch time: 9.4349365234s, input_fired_time: 0.1437459439, output_fired_time: 0.0000000000, propagate_forward_time: 8.9114465714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797435760
validation[          , genome  7147] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       810.83386, best error:       751.72510 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.9150924683s, input_fired_time: 1.3631006479, output_fired_time: 0.8043373823, propagate_forward_time: 45.1952972412, propagate_backward_time: 66.4078521729, weight_update_time: 0.0924848169, other_time: 2.1445083618
epoch time: 9.4313325882s, input_fired_time: 0.1419306993, output_fired_time: 0.0000000000, propagate_forward_time: 8.9211978912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682041168
validation[          , genome  7147] predictions:    9709/  10000 (97.09%), best:    9786/10000 (97.86%), error:       951.05304, best error:       751.72510 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.5440368652s, input_fired_time: 1.3548959494, output_fired_time: 0.7958902717, propagate_forward_time: 44.6407241821, propagate_backward_time: 65.6515808105, weight_update_time: 0.0913101807, other_time: 2.1009445190
epoch time: 9.4199037552s, input_fired_time: 0.1399865001, output_fired_time: 0.0000000000, propagate_forward_time: 8.9138536453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660640717
validation[          , genome  7147] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       835.11578, best error:       751.72510 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.9923629761s, input_fired_time: 1.3437157869, output_fired_time: 0.7994735241, propagate_forward_time: 44.8727149963, propagate_backward_time: 65.8808593750, weight_update_time: 0.0918956324, other_time: 2.0955963135
epoch time: 9.5608758926s, input_fired_time: 0.1442388594, output_fired_time: 0.0000000000, propagate_forward_time: 9.0407438278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758935928
validation[          , genome  7147] predictions:    9706/  10000 (97.06%), best:    9786/10000 (97.86%), error:       979.48627, best error:       751.72510 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.6279373169s, input_fired_time: 1.3542392254, output_fired_time: 0.7959581614, propagate_forward_time: 44.7093162537, propagate_backward_time: 65.6800384521, weight_update_time: 0.0915710106, other_time: 2.0883789062
epoch time: 9.4257411957s, input_fired_time: 0.1434755772, output_fired_time: 0.0000000000, propagate_forward_time: 8.9129810333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692846298
validation[          , genome  7147] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       840.36432, best error:       751.72510 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.6860275269s, input_fired_time: 1.3576164246, output_fired_time: 0.7990177274, propagate_forward_time: 44.6390838623, propagate_backward_time: 65.7906570435, weight_update_time: 0.0913829580, other_time: 2.0996551514
epoch time: 9.4548711777s, input_fired_time: 0.1439526528, output_fired_time: 0.0000000000, propagate_forward_time: 8.9351034164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758153915
validation[          , genome  7147] predictions:    9721/  10000 (97.21%), best:    9786/10000 (97.86%), error:       932.56543, best error:       751.72510 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.7545928955s, input_fired_time: 1.3623633385, output_fired_time: 0.7960530519, propagate_forward_time: 44.7427215576, propagate_backward_time: 65.7334671021, weight_update_time: 0.0917284563, other_time: 2.1199874878
epoch time: 9.4861574173s, input_fired_time: 0.1461622715, output_fired_time: 0.0000000000, propagate_forward_time: 8.9587936401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812017441
validation[          , genome  7147] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       790.94177, best error:       751.72510 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.7076568604s, input_fired_time: 1.3616977930, output_fired_time: 0.7960585952, propagate_forward_time: 44.7220420837, propagate_backward_time: 65.7100830078, weight_update_time: 0.0919177607, other_time: 2.1177825928
epoch time: 9.4396677017s, input_fired_time: 0.1447758824, output_fired_time: 0.0000000000, propagate_forward_time: 8.9226922989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721990585
validation[          , genome  7147] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       773.31464, best error:       751.72510 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.6746368408s, input_fired_time: 1.3902786970, output_fired_time: 0.8186317682, propagate_forward_time: 46.3292236328, propagate_backward_time: 67.9927368164, weight_update_time: 0.0945646986, other_time: 2.1437606812
epoch time: 9.4236316681s, input_fired_time: 0.1434461474, output_fired_time: 0.0000000000, propagate_forward_time: 8.9132804871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669052124
validation[          , genome  7147] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       861.43268, best error:       751.72510 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.4597244263s, input_fired_time: 1.3553892374, output_fired_time: 0.7964105010, propagate_forward_time: 44.5827903748, propagate_backward_time: 65.6552810669, weight_update_time: 0.0912258923, other_time: 2.0698471069
epoch time: 9.4267568588s, input_fired_time: 0.1424170732, output_fired_time: 0.0000000000, propagate_forward_time: 8.9174604416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668794632
validation[          , genome  7147] predictions:    9722/  10000 (97.22%), best:    9786/10000 (97.86%), error:       934.31702, best error:       751.72510 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.4890441895s, input_fired_time: 1.3555606604, output_fired_time: 0.7959057689, propagate_forward_time: 44.6240425110, propagate_backward_time: 65.6390991211, weight_update_time: 0.0911832899, other_time: 2.0744323730
epoch time: 9.4205265045s, input_fired_time: 0.1424113363, output_fired_time: 0.0000000000, propagate_forward_time: 8.9105710983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675441742
validation[          , genome  7147] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       910.48895, best error:       751.72510 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.5998535156s, input_fired_time: 1.3549392223, output_fired_time: 0.7955558300, propagate_forward_time: 44.6912689209, propagate_backward_time: 65.6469192505, weight_update_time: 0.0914493203, other_time: 2.1111679077
epoch time: 9.5258502960s, input_fired_time: 0.1445495337, output_fired_time: 0.0000000000, propagate_forward_time: 8.9998168945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814840317
validation[          , genome  7147] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       784.02454, best error:       751.72510 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.5789337158s, input_fired_time: 1.3561575413, output_fired_time: 0.7976406813, propagate_forward_time: 44.6692199707, propagate_backward_time: 65.6458587646, weight_update_time: 0.0914270058, other_time: 2.1100616455
epoch time: 9.4735984802s, input_fired_time: 0.1467641741, output_fired_time: 0.0000000000, propagate_forward_time: 8.9515886307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752460480
validation[          , genome  7147] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       894.91711, best error:       751.72510 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.2791213989s, input_fired_time: 1.3708136082, output_fired_time: 0.8107350469, propagate_forward_time: 45.7473449707, propagate_backward_time: 67.2242202759, weight_update_time: 0.0933963433, other_time: 2.1260070801
epoch time: 9.4288854599s, input_fired_time: 0.1434397995, output_fired_time: 0.0000000000, propagate_forward_time: 8.9161348343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693103790
validation[          , genome  7147] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       787.79639, best error:       751.72510 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.5768585205s, input_fired_time: 1.3466904163, output_fired_time: 0.7972357869, propagate_forward_time: 44.6658477783, propagate_backward_time: 65.6524963379, weight_update_time: 0.0916414857, other_time: 2.1145935059
epoch time: 9.4367990494s, input_fired_time: 0.1433086395, output_fired_time: 0.0000000000, propagate_forward_time: 8.9213495255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721408844
validation[          , genome  7147] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       846.95953, best error:       751.72510 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.7200393677s, input_fired_time: 1.3515914679, output_fired_time: 0.7986207604, propagate_forward_time: 44.6679153442, propagate_backward_time: 65.7882537842, weight_update_time: 0.0921225548, other_time: 2.1136550903
epoch time: 9.4365005493s, input_fired_time: 0.1436166316, output_fired_time: 0.0000000000, propagate_forward_time: 8.9210987091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717851639
validation[          , genome  7147] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       757.40991, best error:       751.72510 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.6794509888s, input_fired_time: 1.3614778519, output_fired_time: 0.7987171412, propagate_forward_time: 44.6569824219, propagate_backward_time: 65.7339019775, weight_update_time: 0.0920214429, other_time: 2.1283721924
epoch time: 9.4411582947s, input_fired_time: 0.1445492506, output_fired_time: 0.0000000000, propagate_forward_time: 8.9194517136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771572113
validation[          , genome  7147] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       822.52911, best error:       751.72510 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.5411148071s, input_fired_time: 1.3799678087, output_fired_time: 0.8068530560, propagate_forward_time: 45.4600791931, propagate_backward_time: 66.7277297974, weight_update_time: 0.0932462215, other_time: 2.1664810181
epoch time: 10.3815593719s, input_fired_time: 0.1560249180, output_fired_time: 0.0000000000, propagate_forward_time: 9.8183221817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072122574
validation[          , genome  7147] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       772.08630, best error:       751.72510 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.7988510132s, input_fired_time: 1.3708293438, output_fired_time: 0.7984164357, propagate_forward_time: 44.7132987976, propagate_backward_time: 65.7785110474, weight_update_time: 0.0921471566, other_time: 2.1377944946
epoch time: 9.4529056549s, input_fired_time: 0.1481354535, output_fired_time: 0.0000000000, propagate_forward_time: 8.9261150360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786554337
validation[          , genome  7147] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       870.32611, best error:       751.72510 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.0793991089s, input_fired_time: 1.3863373995, output_fired_time: 0.8059405088, propagate_forward_time: 45.2700614929, propagate_backward_time: 66.4761123657, weight_update_time: 0.0929668248, other_time: 2.1409530640
epoch time: 9.4428586960s, input_fired_time: 0.1474710107, output_fired_time: 0.0000000000, propagate_forward_time: 8.9210681915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743190765
validation[          , genome  7147] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       819.01813, best error:       751.72510 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.3436813354s, input_fired_time: 1.3846185207, output_fired_time: 0.8015971184, propagate_forward_time: 44.9604301453, propagate_backward_time: 66.0738830566, weight_update_time: 0.0925719365, other_time: 2.1231536865
epoch time: 9.4547996521s, input_fired_time: 0.1449911892, output_fired_time: 0.0000000000, propagate_forward_time: 8.9373435974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724651337
validation[          , genome  7147] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       880.70892, best error:       751.72510 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.2396621704s, input_fired_time: 1.3727874756, output_fired_time: 0.7998846173, propagate_forward_time: 44.9528236389, propagate_backward_time: 65.9999847412, weight_update_time: 0.0924554765, other_time: 2.1141815186
epoch time: 9.4253683090s, input_fired_time: 0.1450862437, output_fired_time: 0.0000000000, propagate_forward_time: 8.9124145508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678674698
validation[          , genome  7147] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       741.06128, best error:       741.06128 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.9198532104s, input_fired_time: 1.3589771986, output_fired_time: 0.7975313067, propagate_forward_time: 44.8210411072, propagate_backward_time: 65.8184280396, weight_update_time: 0.0915495902, other_time: 2.1238784790
epoch time: 9.7018117905s, input_fired_time: 0.1470689327, output_fired_time: 0.0000000000, propagate_forward_time: 9.1708269119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839159012
validation[          , genome  7147] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       846.23895, best error:       741.06128 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 116.7159500122s, input_fired_time: 1.3784235716, output_fired_time: 0.8078202009, propagate_forward_time: 45.5772590637, propagate_backward_time: 66.7995681763, weight_update_time: 0.0932246298, other_time: 2.1528701782
epoch time: 9.9081335068s, input_fired_time: 0.1532922536, output_fired_time: 0.0000000000, propagate_forward_time: 9.3675651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872756958
validation[          , genome  7147] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       732.42487, best error:       732.42487 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 117.8407669067s, input_fired_time: 1.3921629190, output_fired_time: 0.8146695495, propagate_forward_time: 45.9277496338, propagate_backward_time: 67.5794372559, weight_update_time: 0.0938315913, other_time: 2.1267471313
epoch time: 9.5408267975s, input_fired_time: 0.1496915817, output_fired_time: 0.0000000000, propagate_forward_time: 9.0153303146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758049011
validation[          , genome  7147] predictions:    9651/  10000 (96.51%), best:    9796/10000 (97.96%), error:      1120.13794, best error:       732.42487 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.0887527466s, input_fired_time: 1.4042907953, output_fired_time: 0.8169306517, propagate_forward_time: 45.9271583557, propagate_backward_time: 67.8081359863, weight_update_time: 0.0937330127, other_time: 2.1322326660
epoch time: 9.9144945145s, input_fired_time: 0.1515826881, output_fired_time: 0.0000000000, propagate_forward_time: 9.3747129440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881988525
validation[          , genome  7147] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       747.63092, best error:       732.42487 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.5263290405s, input_fired_time: 1.3675433397, output_fired_time: 0.7967067957, propagate_forward_time: 44.6274032593, propagate_backward_time: 65.6620330811, weight_update_time: 0.0910575911, other_time: 2.0726394653
epoch time: 9.4264736176s, input_fired_time: 0.1458814889, output_fired_time: 0.0000000000, propagate_forward_time: 8.9136924744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668994904
validation[          , genome  7147] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       774.18268, best error:       732.42487 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.0578842163s, input_fired_time: 1.3786096573, output_fired_time: 0.8044187427, propagate_forward_time: 45.2395591736, propagate_backward_time: 66.5064620972, weight_update_time: 0.0923390910, other_time: 2.1288375854
epoch time: 9.9825830460s, input_fired_time: 0.1509062946, output_fired_time: 0.0000000000, propagate_forward_time: 9.4413604736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903160095
validation[          , genome  7147] predictions:    9746/  10000 (97.46%), best:    9796/10000 (97.96%), error:       810.98676, best error:       732.42487 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.8158264160s, input_fired_time: 1.3732416630, output_fired_time: 0.7961878777, propagate_forward_time: 44.7849349976, propagate_backward_time: 65.7538146973, weight_update_time: 0.0913463086, other_time: 2.1076431274
epoch time: 9.4428424835s, input_fired_time: 0.1476821303, output_fired_time: 0.0000000000, propagate_forward_time: 8.9251489639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700113297
validation[          , genome  7147] predictions:    9752/  10000 (97.52%), best:    9796/10000 (97.96%), error:       854.50073, best error:       732.42487 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.4295806885s, input_fired_time: 1.3707869053, output_fired_time: 0.7943419218, propagate_forward_time: 44.6089935303, propagate_backward_time: 65.5789108276, weight_update_time: 0.0912793204, other_time: 2.0765457153
epoch time: 9.4329776764s, input_fired_time: 0.1483650804, output_fired_time: 0.0000000000, propagate_forward_time: 8.9145364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700761795
validation[          , genome  7147] predictions:    9744/  10000 (97.44%), best:    9796/10000 (97.96%), error:       919.23438, best error:       732.42487 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 116.4439163208s, input_fired_time: 1.3803629875, output_fired_time: 0.8062117100, propagate_forward_time: 45.4146423340, propagate_backward_time: 66.7328338623, weight_update_time: 0.0929639637, other_time: 2.1098632812
epoch time: 9.4268875122s, input_fired_time: 0.1467730701, output_fired_time: 0.0000000000, propagate_forward_time: 8.9124689102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676452637
validation[          , genome  7147] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       771.80719, best error:       732.42487 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.0297622681s, input_fired_time: 1.3756004572, output_fired_time: 0.7981056571, propagate_forward_time: 44.8256950378, propagate_backward_time: 65.9426803589, weight_update_time: 0.0921527371, other_time: 2.0876846313
epoch time: 9.4218406677s, input_fired_time: 0.1453583390, output_fired_time: 0.0000000000, propagate_forward_time: 8.9110412598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654413223
validation[          , genome  7147] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       885.35760, best error:       732.42487 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 115.4894332886s, input_fired_time: 1.3796448708, output_fired_time: 0.7997962832, propagate_forward_time: 45.0396003723, propagate_backward_time: 66.1699676514, weight_update_time: 0.0919552445, other_time: 2.1004180908
epoch time: 9.4282779694s, input_fired_time: 0.1461500525, output_fired_time: 0.0000000000, propagate_forward_time: 8.9108228683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713054657
validation[          , genome  7147] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       742.10065, best error:       732.42487 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 117.0155029297s, input_fired_time: 1.3858889341, output_fired_time: 0.8099977970, propagate_forward_time: 45.6776275635, propagate_backward_time: 66.9859771729, weight_update_time: 0.0930172652, other_time: 2.1560134888
epoch time: 11.8487606049s, input_fired_time: 0.1743717790, output_fired_time: 0.0000000000, propagate_forward_time: 11.2340793610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403095245
validation[          , genome  7147] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       793.65625, best error:       732.42487 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 117.7726745605s, input_fired_time: 1.3900625706, output_fired_time: 0.8140426874, propagate_forward_time: 45.9393157959, propagate_backward_time: 67.4809036255, weight_update_time: 0.0941815451, other_time: 2.1483535767
epoch time: 9.5644140244s, input_fired_time: 0.1503898054, output_fired_time: 0.0000000000, propagate_forward_time: 9.0365610123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774633408
validation[          , genome  7147] predictions:    9774/  10000 (97.74%), best:    9796/10000 (97.96%), error:       755.48737, best error:       732.42487 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 114.4139785767s, input_fired_time: 1.3715749979, output_fired_time: 0.7943082452, propagate_forward_time: 44.6012535095, propagate_backward_time: 65.5743103027, weight_update_time: 0.0910709724, other_time: 2.0725250244
epoch time: 9.6177825928s, input_fired_time: 0.1509956121, output_fired_time: 0.0000000000, propagate_forward_time: 9.0900745392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767127991
validation[          , genome  7147] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       814.94196, best error:       732.42487 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 116.9216079712s, input_fired_time: 1.3953654766, output_fired_time: 0.8056742549, propagate_forward_time: 45.6122817993, propagate_backward_time: 66.9992065430, weight_update_time: 0.0934148580, other_time: 2.1090850830
epoch time: 9.4327659607s, input_fired_time: 0.1489806026, output_fired_time: 0.0000000000, propagate_forward_time: 8.9168834686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669023514
validation[          , genome  7147] predictions:    9764/  10000 (97.64%), best:    9796/10000 (97.96%), error:       819.04663, best error:       732.42487 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.6254501343s, input_fired_time: 1.3791452646, output_fired_time: 0.7979651690, propagate_forward_time: 44.6173515320, propagate_backward_time: 65.7591094971, weight_update_time: 0.0913588852, other_time: 2.0718841553
epoch time: 9.4278697968s, input_fired_time: 0.1490283459, output_fired_time: 0.0000000000, propagate_forward_time: 8.9125423431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662986755
validation[          , genome  7147] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       733.98309, best error:       732.42487 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 115.1866455078s, input_fired_time: 1.3801832199, output_fired_time: 0.8005074859, propagate_forward_time: 44.8539924622, propagate_backward_time: 66.0116424561, weight_update_time: 0.0920051411, other_time: 2.1403198242
epoch time: 9.4423732758s, input_fired_time: 0.1477853358, output_fired_time: 0.0000000000, propagate_forward_time: 8.9141807556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804073334
validation[          , genome  7147] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       765.20129, best error:       732.42487 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 117.2161712646s, input_fired_time: 1.3874026537, output_fired_time: 0.8132123351, propagate_forward_time: 45.7116279602, propagate_backward_time: 67.1676254272, weight_update_time: 0.0934773088, other_time: 2.1362991333
epoch time: 9.4854316711s, input_fired_time: 0.1487531662, output_fired_time: 0.0000000000, propagate_forward_time: 8.9632730484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734054565
validation[          , genome  7147] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       737.94434, best error:       732.42487 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.9580307007s, input_fired_time: 1.3731483221, output_fired_time: 0.8033404350, propagate_forward_time: 45.2331390381, propagate_backward_time: 66.4531097412, weight_update_time: 0.0924008638, other_time: 2.0952987671
epoch time: 9.4591016769s, input_fired_time: 0.1498685181, output_fired_time: 0.0000000000, propagate_forward_time: 8.9363698959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728628159
validation[          , genome  7147] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       708.86206, best error:       708.86206 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.7402954102s, input_fired_time: 1.3714731932, output_fired_time: 0.7958582640, propagate_forward_time: 44.7236022949, propagate_backward_time: 65.7630233765, weight_update_time: 0.0914900824, other_time: 2.0863342285
epoch time: 9.4491481781s, input_fired_time: 0.1464954913, output_fired_time: 0.0000000000, propagate_forward_time: 8.9325160980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701362610
validation[          , genome  7147] predictions:    9773/  10000 (97.73%), best:    9793/10000 (97.93%), error:       800.52844, best error:       708.86206 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.6908111572s, input_fired_time: 1.3771644831, output_fired_time: 0.8017556667, propagate_forward_time: 45.1119918823, propagate_backward_time: 66.3088760376, weight_update_time: 0.0920526460, other_time: 2.0910186768
epoch time: 10.4063673019s, input_fired_time: 0.1606740654, output_fired_time: 0.0000000000, propagate_forward_time: 9.8421173096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035758972
validation[          , genome  7147] predictions:    9764/  10000 (97.64%), best:    9793/10000 (97.93%), error:       818.23077, best error:       708.86206 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 116.8106689453s, input_fired_time: 1.3903794289, output_fired_time: 0.8090249300, propagate_forward_time: 45.5674362183, propagate_backward_time: 66.9197006226, weight_update_time: 0.0927562192, other_time: 2.1241226196
epoch time: 9.4550657272s, input_fired_time: 0.1484647095, output_fired_time: 0.0000000000, propagate_forward_time: 8.9284839630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781166077
validation[          , genome  7147] predictions:    9785/  10000 (97.85%), best:    9793/10000 (97.93%), error:       736.23804, best error:       708.86206 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 115.1648941040s, input_fired_time: 1.3848667145, output_fired_time: 0.7995222807, propagate_forward_time: 44.9249191284, propagate_backward_time: 65.9479446411, weight_update_time: 0.0919715315, other_time: 2.1076431274
epoch time: 9.4432773590s, input_fired_time: 0.1496442854, output_fired_time: 0.0000000000, propagate_forward_time: 8.9252271652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684062958
validation[          , genome  7147] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       776.51379, best error:       708.86206 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.3824386597s, input_fired_time: 1.3780597448, output_fired_time: 0.7936868072, propagate_forward_time: 44.6119575500, propagate_backward_time: 65.5239486694, weight_update_time: 0.0912367851, other_time: 2.0747909546
epoch time: 9.4438734055s, input_fired_time: 0.1515928805, output_fired_time: 0.0000000000, propagate_forward_time: 8.9179296494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743505478
validation[          , genome  7147] predictions:    9790/  10000 (97.90%), best:    9793/10000 (97.93%), error:       751.03778, best error:       708.86206 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 47.2242431641s, input_fired_time: 0.7507790327, output_fired_time: 0.0000000000, propagate_forward_time: 44.5809516907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8925132751
best training[          , genome  7147] predictions:   49789/  50000 (99.58%), best:    9793/10000 (97.93%), error:      1042.51257, best error:       708.86206 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.5206756592s, input_fired_time: 0.1479699612, output_fired_time: 0.0000000000, propagate_forward_time: 8.9894142151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832912445
   testing[          , genome  7147] predictions:    9814/  10000 (98.14%), best:    9793/10000 (97.93%), error:       639.61163, best error:       708.86206 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:59:23 (7155): called boinc_finish(0)

</stderr_txt>
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