Nameexact_genome_1512568488_41_7155_1
Workunit2607027
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:52 UTC
Report deadline20 Dec 2017, 16:28:57 UTC
Received8 Dec 2017, 10:40:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 24 min 12 sec
CPU time3 hours 24 min 9 sec
Validate stateValid
Credit3,169.29
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.67 MB
Peak swap size154.92 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>

epoch time: 110.6225204468s, input_fired_time: 1.4111493826, output_fired_time: 0.8604408503, propagate_forward_time: 41.3040809631, propagate_backward_time: 64.7766189575, weight_update_time: 0.0912377760, other_time: 2.2702255249
epoch time: 8.7803421021s, input_fired_time: 0.1466986090, output_fired_time: 0.0000000000, propagate_forward_time: 8.2288208008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048223495
validation[          , genome  7155] predictions:    9723/  10000 (97.23%), best:    9727/10000 (97.27%), error:       915.81775, best error:       878.40240 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 110.8055191040s, input_fired_time: 1.4253177643, output_fired_time: 0.8660830259, propagate_forward_time: 41.3411445618, propagate_backward_time: 64.8721466064, weight_update_time: 0.0927049667, other_time: 2.3008270264
epoch time: 8.7844924927s, input_fired_time: 0.1500526518, output_fired_time: 0.0000000000, propagate_forward_time: 8.2355089188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989305496
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1013.74463, best error:       878.40240 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.8321380615s, input_fired_time: 1.4100373983, output_fired_time: 0.8642029762, propagate_forward_time: 41.3873252869, propagate_backward_time: 64.9099273682, weight_update_time: 0.0924970135, other_time: 2.2606506348
epoch time: 9.6527805328s, input_fired_time: 0.1592179835, output_fired_time: 0.0000000000, propagate_forward_time: 9.0700645447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234981537
validation[          , genome  7155] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       856.48059, best error:       856.48059 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 113.5940246582s, input_fired_time: 1.4298019409, output_fired_time: 0.8806346655, propagate_forward_time: 42.4838523865, propagate_backward_time: 66.4927139282, weight_update_time: 0.0937720314, other_time: 2.3070144653
epoch time: 8.7748508453s, input_fired_time: 0.1472918242, output_fired_time: 0.0000000000, propagate_forward_time: 8.2365007401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910579681
validation[          , genome  7155] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       770.42932, best error:       770.42932 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.7687072754s, input_fired_time: 1.4185053110, output_fired_time: 0.8746975064, propagate_forward_time: 42.1831741333, propagate_backward_time: 66.0575180054, weight_update_time: 0.0892356336, other_time: 2.2348175049
epoch time: 8.7732095718s, input_fired_time: 0.1470731944, output_fired_time: 0.0000000000, propagate_forward_time: 8.2300577164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960790634
validation[          , genome  7155] predictions:    9711/  10000 (97.11%), best:    9768/10000 (97.68%), error:       940.60742, best error:       770.42932 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.2220001221s, input_fired_time: 1.4295759201, output_fired_time: 0.8819574118, propagate_forward_time: 42.7257308960, propagate_backward_time: 66.8563766479, weight_update_time: 0.0940233469, other_time: 2.3283615112
epoch time: 8.7830390930s, input_fired_time: 0.1441769600, output_fired_time: 0.0000000000, propagate_forward_time: 8.2325096130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063529968
validation[          , genome  7155] predictions:    9715/  10000 (97.15%), best:    9768/10000 (97.68%), error:       909.22327, best error:       770.42932 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 113.7691726685s, input_fired_time: 1.4149560928, output_fired_time: 0.8765397668, propagate_forward_time: 42.5064201355, propagate_backward_time: 66.7052230835, weight_update_time: 0.0937438011, other_time: 2.2660293579
epoch time: 9.0492572784s, input_fired_time: 0.1468845457, output_fired_time: 0.0000000000, propagate_forward_time: 8.4980697632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043025970
validation[          , genome  7155] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       886.96619, best error:       770.42932 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.4915237427s, input_fired_time: 1.3912974596, output_fired_time: 0.8607474566, propagate_forward_time: 41.1572227478, propagate_backward_time: 64.8985443115, weight_update_time: 0.0926669687, other_time: 2.1837158203
epoch time: 8.9244546890s, input_fired_time: 0.1471205056, output_fired_time: 0.0000000000, propagate_forward_time: 8.3850164413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923177719
validation[          , genome  7155] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       842.31970, best error:       770.42932 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 111.6871185303s, input_fired_time: 1.4149392843, output_fired_time: 0.8618406653, propagate_forward_time: 41.7344360352, propagate_backward_time: 65.4965744019, weight_update_time: 0.0908140093, other_time: 2.1793289185
epoch time: 8.7543268204s, input_fired_time: 0.1438296437, output_fired_time: 0.0000000000, propagate_forward_time: 8.2313270569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791704178
validation[          , genome  7155] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       805.93085, best error:       770.42932 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.2961959839s, input_fired_time: 1.4047361612, output_fired_time: 0.8575805426, propagate_forward_time: 41.6002540588, propagate_backward_time: 65.2832794189, weight_update_time: 0.0852467939, other_time: 2.1503448486
epoch time: 8.7535467148s, input_fired_time: 0.1439682245, output_fired_time: 0.0000000000, propagate_forward_time: 8.2279510498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816270828
validation[          , genome  7155] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       806.44537, best error:       770.42932 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 112.9439163208s, input_fired_time: 1.4152482748, output_fired_time: 0.8690208197, propagate_forward_time: 42.2528419495, propagate_backward_time: 66.2319564819, weight_update_time: 0.0860074684, other_time: 2.1748580933
epoch time: 8.7537345886s, input_fired_time: 0.1439729631, output_fired_time: 0.0000000000, propagate_forward_time: 8.2275514603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822097778
validation[          , genome  7155] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       879.24805, best error:       770.42932 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.5052642822s, input_fired_time: 1.4431641102, output_fired_time: 0.8889771104, propagate_forward_time: 43.2107238770, propagate_backward_time: 67.6990356445, weight_update_time: 0.0885093063, other_time: 2.2633666992
epoch time: 8.7792062759s, input_fired_time: 0.1441209763, output_fired_time: 0.0000000000, propagate_forward_time: 8.2444458008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906393051
validation[          , genome  7155] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       851.75702, best error:       770.42932 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 117.4958419800s, input_fired_time: 1.4696339369, output_fired_time: 0.9149401784, propagate_forward_time: 44.1199607849, propagate_backward_time: 68.7201919556, weight_update_time: 0.0887125283, other_time: 2.2711105347
epoch time: 9.5520915985s, input_fired_time: 0.1563383341, output_fired_time: 0.0000000000, propagate_forward_time: 8.9800939560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156589508
validation[          , genome  7155] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       778.40387, best error:       770.42932 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.6214981079s, input_fired_time: 1.4163446426, output_fired_time: 0.8635216355, propagate_forward_time: 41.7350997925, propagate_backward_time: 65.4401702881, weight_update_time: 0.0853878185, other_time: 2.1663589478
epoch time: 8.7902326584s, input_fired_time: 0.1495891660, output_fired_time: 0.0000000000, propagate_forward_time: 8.2529096603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877334595
validation[          , genome  7155] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       862.65326, best error:       770.42932 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 111.1782455444s, input_fired_time: 1.4166492224, output_fired_time: 0.8611992002, propagate_forward_time: 41.5569381714, propagate_backward_time: 65.1654891968, weight_update_time: 0.0852241591, other_time: 2.1779708862
epoch time: 8.8010778427s, input_fired_time: 0.1498383731, output_fired_time: 0.0000000000, propagate_forward_time: 8.2603139877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909254074
validation[          , genome  7155] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       760.82666, best error:       760.82666 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.1564483643s, input_fired_time: 1.4187574387, output_fired_time: 0.8607620597, propagate_forward_time: 41.5462493896, propagate_backward_time: 65.1464920044, weight_update_time: 0.0858652741, other_time: 2.1841888428
epoch time: 9.0462484360s, input_fired_time: 0.1538728625, output_fired_time: 0.0000000000, propagate_forward_time: 8.4919099808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004659653
validation[          , genome  7155] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       720.21875, best error:       720.21875 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.1992874146s, input_fired_time: 1.4412250519, output_fired_time: 0.8788781166, propagate_forward_time: 42.7263145447, propagate_backward_time: 66.8965148926, weight_update_time: 0.0873020515, other_time: 2.2563629150
epoch time: 11.5003700256s, input_fired_time: 0.1816268414, output_fired_time: 0.0000000000, propagate_forward_time: 10.8417034149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770393372
validation[          , genome  7155] predictions:    9766/  10000 (97.66%), best:    9791/10000 (97.91%), error:       777.13947, best error:       720.21875 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.7936325073s, input_fired_time: 1.4247077703, output_fired_time: 0.8753026128, propagate_forward_time: 41.8274841309, propagate_backward_time: 65.4606857300, weight_update_time: 0.0855368078, other_time: 2.2054519653
epoch time: 8.8338174820s, input_fired_time: 0.1486081332, output_fired_time: 0.0000000000, propagate_forward_time: 8.2976856232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875236511
validation[          , genome  7155] predictions:    9719/  10000 (97.19%), best:    9791/10000 (97.91%), error:       878.85590, best error:       720.21875 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 113.2888793945s, input_fired_time: 1.4321973324, output_fired_time: 0.8809216619, propagate_forward_time: 42.3246078491, propagate_backward_time: 66.4438476562, weight_update_time: 0.0867739618, other_time: 2.2073059082
epoch time: 8.7576971054s, input_fired_time: 0.1476779133, output_fired_time: 0.0000000000, propagate_forward_time: 8.2284450531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815736771
validation[          , genome  7155] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       838.23889, best error:       720.21875 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 112.8543548584s, input_fired_time: 1.4339909554, output_fired_time: 0.8724371195, propagate_forward_time: 42.1682128906, propagate_backward_time: 66.1782379150, weight_update_time: 0.0862265155, other_time: 2.2014770508
epoch time: 8.7686681747s, input_fired_time: 0.1453412920, output_fired_time: 0.0000000000, propagate_forward_time: 8.2398843765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834428787
validation[          , genome  7155] predictions:    9661/  10000 (96.61%), best:    9791/10000 (97.91%), error:      1049.23108, best error:       720.21875 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 112.7641067505s, input_fired_time: 1.4314820766, output_fired_time: 0.8703077435, propagate_forward_time: 42.1432876587, propagate_backward_time: 66.1298904419, weight_update_time: 0.0861019492, other_time: 2.1891403198
epoch time: 9.4306688309s, input_fired_time: 0.1582869738, output_fired_time: 0.0000000000, propagate_forward_time: 8.8630580902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093236923
validation[          , genome  7155] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       746.54419, best error:       720.21875 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.0405883789s, input_fired_time: 1.4587265253, output_fired_time: 0.8917896152, propagate_forward_time: 43.3779716492, propagate_backward_time: 68.0385208130, weight_update_time: 0.0884609967, other_time: 2.2735824585
epoch time: 10.9026412964s, input_fired_time: 0.1748118252, output_fired_time: 0.0000000000, propagate_forward_time: 10.2697772980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580526352
validation[          , genome  7155] predictions:    9721/  10000 (97.21%), best:    9791/10000 (97.91%), error:       883.33386, best error:       720.21875 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 112.3104171753s, input_fired_time: 1.4239048958, output_fired_time: 0.8693124056, propagate_forward_time: 41.8774909973, propagate_backward_time: 65.9498672485, weight_update_time: 0.0855829939, other_time: 2.1898422241
epoch time: 8.7587795258s, input_fired_time: 0.1456648260, output_fired_time: 0.0000000000, propagate_forward_time: 8.2316904068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814239502
validation[          , genome  7155] predictions:    9724/  10000 (97.24%), best:    9791/10000 (97.91%), error:       813.56415, best error:       720.21875 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.2801055908s, input_fired_time: 1.4418023825, output_fired_time: 0.8795608878, propagate_forward_time: 42.3309822083, propagate_backward_time: 66.4242630005, weight_update_time: 0.0870322883, other_time: 2.2034988403
epoch time: 8.7711391449s, input_fired_time: 0.1487489492, output_fired_time: 0.0000000000, propagate_forward_time: 8.2400045395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823852539
validation[          , genome  7155] predictions:    9740/  10000 (97.40%), best:    9791/10000 (97.91%), error:       832.56158, best error:       720.21875 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.9591293335s, input_fired_time: 1.4261311293, output_fired_time: 0.8592376113, propagate_forward_time: 41.4058341980, propagate_backward_time: 65.0879516602, weight_update_time: 0.0855183601, other_time: 2.1799774170
epoch time: 8.7531375885s, input_fired_time: 0.1479829997, output_fired_time: 0.0000000000, propagate_forward_time: 8.2261533737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790016174
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       755.95984, best error:       720.21875 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.1635513306s, input_fired_time: 1.4138271809, output_fired_time: 0.8524699807, propagate_forward_time: 41.1401062012, propagate_backward_time: 64.6288299561, weight_update_time: 0.0839317665, other_time: 2.1283187866
epoch time: 8.7476024628s, input_fired_time: 0.1465984136, output_fired_time: 0.0000000000, propagate_forward_time: 8.2238521576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771514893
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       756.51990, best error:       720.21875 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.4543685913s, input_fired_time: 1.4319639206, output_fired_time: 0.8616555333, propagate_forward_time: 41.6177177429, propagate_backward_time: 65.3842391968, weight_update_time: 0.0849342048, other_time: 2.1587905884
epoch time: 8.8440771103s, input_fired_time: 0.1491223127, output_fired_time: 0.0000000000, propagate_forward_time: 8.3095159531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854389191
validation[          , genome  7155] predictions:    9744/  10000 (97.44%), best:    9791/10000 (97.91%), error:       830.11536, best error:       720.21875 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 110.9015350342s, input_fired_time: 1.4278560877, output_fired_time: 0.8574129939, propagate_forward_time: 41.4233856201, propagate_backward_time: 65.0125427246, weight_update_time: 0.0845207945, other_time: 2.1803359985
epoch time: 8.7768716812s, input_fired_time: 0.1485409439, output_fired_time: 0.0000000000, propagate_forward_time: 8.2350835800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932476044
validation[          , genome  7155] predictions:    9745/  10000 (97.45%), best:    9791/10000 (97.91%), error:       830.59747, best error:       720.21875 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 112.0301208496s, input_fired_time: 1.4372980595, output_fired_time: 0.8638728857, propagate_forward_time: 41.8678398132, propagate_backward_time: 65.6872177124, weight_update_time: 0.0853018835, other_time: 2.1738815308
epoch time: 9.5702962875s, input_fired_time: 0.1606972218, output_fired_time: 0.0000000000, propagate_forward_time: 9.0017614365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078378677
validation[          , genome  7155] predictions:    9715/  10000 (97.15%), best:    9791/10000 (97.91%), error:       906.21619, best error:       720.21875 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 112.4086761475s, input_fired_time: 1.4391009808, output_fired_time: 0.8688391447, propagate_forward_time: 41.9985466003, propagate_backward_time: 65.9321823120, weight_update_time: 0.0855707303, other_time: 2.1700057983
epoch time: 11.1046829224s, input_fired_time: 0.1783331931, output_fired_time: 0.0000000000, propagate_forward_time: 10.4702672958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560823441
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       774.29480, best error:       720.21875 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.1147994995s, input_fired_time: 1.4448167086, output_fired_time: 0.8779770732, propagate_forward_time: 42.2970466614, propagate_backward_time: 66.3057022095, weight_update_time: 0.0862217471, other_time: 2.1892623901
epoch time: 8.8871726990s, input_fired_time: 0.1526875198, output_fired_time: 0.0000000000, propagate_forward_time: 8.3443689346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901166916
validation[          , genome  7155] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       843.55798, best error:       720.21875 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 113.4958572388s, input_fired_time: 1.4668962955, output_fired_time: 0.8788218498, propagate_forward_time: 42.3969726562, propagate_backward_time: 66.5179519653, weight_update_time: 0.0889854357, other_time: 2.2352142334
epoch time: 9.1026983261s, input_fired_time: 0.1629959047, output_fired_time: 0.0000000000, propagate_forward_time: 8.5284156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112863541
validation[          , genome  7155] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       692.09998, best error:       692.09998 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.7102203369s, input_fired_time: 1.4414317608, output_fired_time: 0.8626304865, propagate_forward_time: 41.7419929504, propagate_backward_time: 65.4544067383, weight_update_time: 0.0859369040, other_time: 2.2097625732
epoch time: 8.7709474564s, input_fired_time: 0.1534141749, output_fired_time: 0.0000000000, propagate_forward_time: 8.2294511795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880825043
validation[          , genome  7155] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       816.40131, best error:       692.09998 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 112.2593460083s, input_fired_time: 1.4454981089, output_fired_time: 0.8680642843, propagate_forward_time: 41.9696197510, propagate_backward_time: 65.7684173584, weight_update_time: 0.0858077630, other_time: 2.2077484131
epoch time: 9.0817861557s, input_fired_time: 0.1578508615, output_fired_time: 0.0000000000, propagate_forward_time: 8.5149211884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090137482
validation[          , genome  7155] predictions:    9744/  10000 (97.44%), best:    9780/10000 (97.80%), error:       773.73895, best error:       692.09998 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.1322708130s, input_fired_time: 1.4287441969, output_fired_time: 0.8551124930, propagate_forward_time: 41.1471481323, propagate_backward_time: 64.5651092529, weight_update_time: 0.0840171203, other_time: 2.1361618042
epoch time: 8.7710275650s, input_fired_time: 0.1519660056, output_fired_time: 0.0000000000, propagate_forward_time: 8.2345228195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845386505
validation[          , genome  7155] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       786.56061, best error:       692.09998 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 114.6342620850s, input_fired_time: 1.4706735611, output_fired_time: 0.8821881413, propagate_forward_time: 42.9184684753, propagate_backward_time: 67.1398925781, weight_update_time: 0.0883063078, other_time: 2.2230377197
epoch time: 8.7704238892s, input_fired_time: 0.1510636210, output_fired_time: 0.0000000000, propagate_forward_time: 8.2352294922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841304779
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       758.89032, best error:       692.09998 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 110.2962265015s, input_fired_time: 1.4272674322, output_fired_time: 0.8532562852, propagate_forward_time: 41.1962089539, propagate_backward_time: 64.6831054688, weight_update_time: 0.0841648355, other_time: 2.1363830566
epoch time: 8.7735052109s, input_fired_time: 0.1523257792, output_fired_time: 0.0000000000, propagate_forward_time: 8.2369489670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842306137
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       819.63727, best error:       692.09998 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.2057952881s, input_fired_time: 1.5259753466, output_fired_time: 0.9182996154, propagate_forward_time: 44.6145629883, propagate_backward_time: 69.8128814697, weight_update_time: 0.0925433338, other_time: 2.3340759277
epoch time: 8.7622442245s, input_fired_time: 0.1502088457, output_fired_time: 0.0000000000, propagate_forward_time: 8.2326049805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794307709
validation[          , genome  7155] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       713.88019, best error:       692.09998 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.7138137817s, input_fired_time: 1.4516595602, output_fired_time: 0.8631103039, propagate_forward_time: 41.7247772217, propagate_backward_time: 65.4781570435, weight_update_time: 0.0852160752, other_time: 2.1961059570
epoch time: 8.7697467804s, input_fired_time: 0.1505764723, output_fired_time: 0.0000000000, propagate_forward_time: 8.2291774750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899927139
validation[          , genome  7155] predictions:    9772/  10000 (97.72%), best:    9780/10000 (97.80%), error:       756.33099, best error:       692.09998 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 112.3013610840s, input_fired_time: 1.4546618462, output_fired_time: 0.8680425286, propagate_forward_time: 41.9898605347, propagate_backward_time: 65.7846603394, weight_update_time: 0.0856235251, other_time: 2.2041397095
epoch time: 8.7694196701s, input_fired_time: 0.1499673277, output_fired_time: 0.0000000000, propagate_forward_time: 8.2339468002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855056763
validation[          , genome  7155] predictions:    9774/  10000 (97.74%), best:    9780/10000 (97.80%), error:       715.60608, best error:       692.09998 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 110.3361587524s, input_fired_time: 1.4443546534, output_fired_time: 0.8555411100, propagate_forward_time: 41.2237854004, propagate_backward_time: 64.6509552002, weight_update_time: 0.0843771920, other_time: 2.1615295410
epoch time: 8.7631721497s, input_fired_time: 0.1513298601, output_fired_time: 0.0000000000, propagate_forward_time: 8.2306604385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811817169
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       696.67450, best error:       692.09998 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.4452285767s, input_fired_time: 1.4433971643, output_fired_time: 0.8774691224, propagate_forward_time: 41.2442436218, propagate_backward_time: 64.7227249146, weight_update_time: 0.0843363553, other_time: 2.1573867798
epoch time: 8.7609539032s, input_fired_time: 0.1511450559, output_fired_time: 0.0000000000, propagate_forward_time: 8.2295970917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802118301
validation[          , genome  7155] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       732.79523, best error:       692.09998 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 110.2237091064s, input_fired_time: 1.4451794624, output_fired_time: 0.8539397717, propagate_forward_time: 41.1611824036, propagate_backward_time: 64.6172637939, weight_update_time: 0.0843541473, other_time: 2.1461334229
epoch time: 8.7596025467s, input_fired_time: 0.1505510062, output_fired_time: 0.0000000000, propagate_forward_time: 8.2290048599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800468445
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       723.07996, best error:       692.09998 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.0873489380s, input_fired_time: 1.4758849144, output_fired_time: 0.8790531158, propagate_forward_time: 42.6307868958, propagate_backward_time: 66.8606567383, weight_update_time: 0.0869599283, other_time: 2.2409667969
epoch time: 9.0338172913s, input_fired_time: 0.1554272771, output_fired_time: 0.0000000000, propagate_forward_time: 8.4770202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013700485
validation[          , genome  7155] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       791.82159, best error:       692.09998 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 110.7214736938s, input_fired_time: 1.4505470991, output_fired_time: 0.8615360260, propagate_forward_time: 41.2373352051, propagate_backward_time: 64.9608535767, weight_update_time: 0.0851196647, other_time: 2.2112045288
epoch time: 8.7846393585s, input_fired_time: 0.1526554227, output_fired_time: 0.0000000000, propagate_forward_time: 8.2454977036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864860535
validation[          , genome  7155] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       741.24884, best error:       692.09998 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.5885314941s, input_fired_time: 1.4516210556, output_fired_time: 0.8557646275, propagate_forward_time: 41.3092956543, propagate_backward_time: 64.7886810303, weight_update_time: 0.0849518850, other_time: 2.1831665039
epoch time: 8.7657852173s, input_fired_time: 0.1519937813, output_fired_time: 0.0000000000, propagate_forward_time: 8.2306585312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831329346
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       675.24353, best error:       675.24353 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.1735076904s, input_fired_time: 1.4384877682, output_fired_time: 0.8528268933, propagate_forward_time: 41.1528434753, propagate_backward_time: 64.5705337524, weight_update_time: 0.0845877901, other_time: 2.1588211060
epoch time: 8.7681503296s, input_fired_time: 0.1519515812, output_fired_time: 0.0000000000, propagate_forward_time: 8.2326517105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835468292
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       668.75348, best error:       668.75348 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.5240783691s, input_fired_time: 1.4512370825, output_fired_time: 0.8577881455, propagate_forward_time: 41.2591247559, propagate_backward_time: 64.7713851929, weight_update_time: 0.0849490091, other_time: 2.1845397949
epoch time: 8.7677888870s, input_fired_time: 0.1526455283, output_fired_time: 0.0000000000, propagate_forward_time: 8.2315673828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835763931
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       680.91876, best error:       668.75348 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.6927947998s, input_fired_time: 1.4536348581, output_fired_time: 0.8583584428, propagate_forward_time: 41.2985534668, propagate_backward_time: 64.8906555176, weight_update_time: 0.0850928053, other_time: 2.1915893555
epoch time: 8.7663164139s, input_fired_time: 0.1532023847, output_fired_time: 0.0000000000, propagate_forward_time: 8.2288818359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842325211
validation[          , genome  7155] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       710.38684, best error:       668.75348 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.9879760742s, input_fired_time: 1.4608682394, output_fired_time: 0.8706921339, propagate_forward_time: 42.2052040100, propagate_backward_time: 66.2460021973, weight_update_time: 0.0860099718, other_time: 2.2052154541
epoch time: 9.1760625839s, input_fired_time: 0.1567925960, output_fired_time: 0.0000000000, propagate_forward_time: 8.6180610657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012088776
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       702.93158, best error:       668.75348 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.2705383301s, input_fired_time: 1.4555363655, output_fired_time: 0.8588618040, propagate_forward_time: 41.5789222717, propagate_backward_time: 65.1856613159, weight_update_time: 0.0852892250, other_time: 2.1915512085
epoch time: 8.7647180557s, input_fired_time: 0.1517869681, output_fired_time: 0.0000000000, propagate_forward_time: 8.2335090637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794221878
validation[          , genome  7155] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       724.18982, best error:       668.75348 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 113.6549453735s, input_fired_time: 1.4627248049, output_fired_time: 0.8780781031, propagate_forward_time: 42.3524055481, propagate_backward_time: 66.7518539429, weight_update_time: 0.0868040249, other_time: 2.2098922729
epoch time: 8.7612771988s, input_fired_time: 0.1500098258, output_fired_time: 0.0000000000, propagate_forward_time: 8.2274799347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837871552
validation[          , genome  7155] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       805.65955, best error:       668.75348 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.8596572876s, input_fired_time: 1.4440344572, output_fired_time: 0.8675780296, propagate_forward_time: 41.7317848206, propagate_backward_time: 65.6250076294, weight_update_time: 0.0856911689, other_time: 2.1912612915
epoch time: 8.8032884598s, input_fired_time: 0.1549907476, output_fired_time: 0.0000000000, propagate_forward_time: 8.2640686035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842287064
validation[          , genome  7155] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       693.39404, best error:       668.75348 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 110.4054183960s, input_fired_time: 1.4455161095, output_fired_time: 0.8557080626, propagate_forward_time: 41.2055168152, propagate_backward_time: 64.7298431396, weight_update_time: 0.0848599076, other_time: 2.1688385010
epoch time: 8.7610073090s, input_fired_time: 0.1533004642, output_fired_time: 0.0000000000, propagate_forward_time: 8.2259969711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817100525
validation[          , genome  7155] predictions:    9795/  10000 (97.95%), best:    9786/10000 (97.86%), error:       682.11462, best error:       668.75348 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 112.3666915894s, input_fired_time: 1.4652373791, output_fired_time: 0.8671793938, propagate_forward_time: 42.0435333252, propagate_backward_time: 65.7824401855, weight_update_time: 0.0856862217, other_time: 2.2082977295
epoch time: 8.7799282074s, input_fired_time: 0.1530376673, output_fired_time: 0.0000000000, propagate_forward_time: 8.2335853577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933048248
validation[          , genome  7155] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       743.07520, best error:       668.75348 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.2014541626s, input_fired_time: 1.4613802433, output_fired_time: 0.8593884110, propagate_forward_time: 41.5262565613, propagate_backward_time: 65.1646652222, weight_update_time: 0.0849255472, other_time: 2.1897659302
epoch time: 8.7682600021s, input_fired_time: 0.1531733423, output_fired_time: 0.0000000000, propagate_forward_time: 8.2332324982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818540573
validation[          , genome  7155] predictions:    9741/  10000 (97.41%), best:    9786/10000 (97.86%), error:       781.87561, best error:       668.75348 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.0223693848s, input_fired_time: 1.4646291733, output_fired_time: 0.8596252203, propagate_forward_time: 41.4291915894, propagate_backward_time: 65.0907287598, weight_update_time: 0.0850394368, other_time: 2.1781921387
epoch time: 8.9193258286s, input_fired_time: 0.1562882811, output_fired_time: 0.0000000000, propagate_forward_time: 8.3734140396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896236420
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       718.78119, best error:       668.75348 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.6986312866s, input_fired_time: 1.4594141245, output_fired_time: 0.8616123796, propagate_forward_time: 41.7034416199, propagate_backward_time: 65.4918975830, weight_update_time: 0.0856166929, other_time: 2.1822662354
epoch time: 8.7681856155s, input_fired_time: 0.1533600092, output_fired_time: 0.0000000000, propagate_forward_time: 8.2362689972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785562515
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       703.01556, best error:       668.75348 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.6131362915s, input_fired_time: 1.4549207687, output_fired_time: 0.8731901646, propagate_forward_time: 41.6335830688, propagate_backward_time: 65.4950866699, weight_update_time: 0.0854245499, other_time: 2.1563568115
epoch time: 8.7949075699s, input_fired_time: 0.1530844718, output_fired_time: 0.0000000000, propagate_forward_time: 8.2614030838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804197311
validation[          , genome  7155] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       754.17780, best error:       668.75348 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 112.6378631592s, input_fired_time: 1.4742649794, output_fired_time: 0.8720735908, propagate_forward_time: 42.0680236816, propagate_backward_time: 66.0067291260, weight_update_time: 0.0863902718, other_time: 2.2167739868
epoch time: 8.7702646255s, input_fired_time: 0.1535654366, output_fired_time: 0.0000000000, propagate_forward_time: 8.2324075699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842916489
validation[          , genome  7155] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       743.02271, best error:       668.75348 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 110.5084609985s, input_fired_time: 1.4573600292, output_fired_time: 0.8561402559, propagate_forward_time: 41.2589492798, propagate_backward_time: 64.7476959229, weight_update_time: 0.0845502019, other_time: 2.1883163452
epoch time: 8.7875804901s, input_fired_time: 0.1532899141, output_fired_time: 0.0000000000, propagate_forward_time: 8.2378473282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964433670
validation[          , genome  7155] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       801.01880, best error:       668.75348 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.9845199585s, input_fired_time: 1.4563629627, output_fired_time: 0.8641551137, propagate_forward_time: 41.4021911621, propagate_backward_time: 65.0691604614, weight_update_time: 0.0849296227, other_time: 2.1926498413
epoch time: 8.8127756119s, input_fired_time: 0.1537643224, output_fired_time: 0.0000000000, propagate_forward_time: 8.2769584656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820524216
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       738.32257, best error:       668.75348 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.0096893311s, input_fired_time: 1.4567445517, output_fired_time: 0.8813568354, propagate_forward_time: 41.4181442261, propagate_backward_time: 65.0887374878, weight_update_time: 0.0846970379, other_time: 2.1647109985
epoch time: 8.7589120865s, input_fired_time: 0.1517555714, output_fired_time: 0.0000000000, propagate_forward_time: 8.2269525528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802042007
validation[          , genome  7155] predictions:    9719/  10000 (97.19%), best:    9786/10000 (97.86%), error:       910.05322, best error:       668.75348 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.6595153809s, input_fired_time: 1.4531661272, output_fired_time: 0.8711267710, propagate_forward_time: 42.0583229065, propagate_backward_time: 66.0797729492, weight_update_time: 0.0870981216, other_time: 2.1971282959
epoch time: 8.7589635849s, input_fired_time: 0.1535038948, output_fired_time: 0.0000000000, propagate_forward_time: 8.2249126434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805465698
validation[          , genome  7155] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       812.68884, best error:       668.75348 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.5298233032s, input_fired_time: 1.4433951378, output_fired_time: 0.8557822704, propagate_forward_time: 41.2866935730, propagate_backward_time: 64.7887573242, weight_update_time: 0.0847663209, other_time: 2.1551971436
epoch time: 8.7630748749s, input_fired_time: 0.1530772448, output_fired_time: 0.0000000000, propagate_forward_time: 8.2302608490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797369003
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       792.19537, best error:       668.75348 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 113.3562240601s, input_fired_time: 1.4737555981, output_fired_time: 0.8738668561, propagate_forward_time: 42.3685874939, propagate_backward_time: 66.4274826050, weight_update_time: 0.0865901709, other_time: 2.2125320435
epoch time: 8.7690477371s, input_fired_time: 0.1543300748, output_fired_time: 0.0000000000, propagate_forward_time: 8.2302513123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844661713
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       756.57074, best error:       668.75348 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.9664459229s, input_fired_time: 1.4708228111, output_fired_time: 0.8695188761, propagate_forward_time: 42.2311325073, propagate_backward_time: 66.1743774414, weight_update_time: 0.0863927752, other_time: 2.2205886841
epoch time: 8.7967300415s, input_fired_time: 0.1566073596, output_fired_time: 0.0000000000, propagate_forward_time: 8.2468080521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933143616
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       723.31470, best error:       668.75348 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 110.5436935425s, input_fired_time: 1.4504895210, output_fired_time: 0.8584673405, propagate_forward_time: 41.2658042908, propagate_backward_time: 64.7983703613, weight_update_time: 0.0846063048, other_time: 2.1705627441
epoch time: 8.7782716751s, input_fired_time: 0.1536076218, output_fired_time: 0.0000000000, propagate_forward_time: 8.2419290543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827352524
validation[          , genome  7155] predictions:    9797/  10000 (97.97%), best:    9786/10000 (97.86%), error:       681.78650, best error:       668.75348 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 110.5650863647s, input_fired_time: 1.4602091312, output_fired_time: 0.8570517302, propagate_forward_time: 41.2456550598, propagate_backward_time: 64.8333663940, weight_update_time: 0.0846660361, other_time: 2.1688003540
epoch time: 8.7853946686s, input_fired_time: 0.1548929513, output_fired_time: 0.0000000000, propagate_forward_time: 8.2468147278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836870193
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       701.80634, best error:       668.75348 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.5115966797s, input_fired_time: 1.4692949057, output_fired_time: 0.8629336357, propagate_forward_time: 41.6706809998, propagate_backward_time: 65.3272933960, weight_update_time: 0.0853820443, other_time: 2.1814041138
epoch time: 8.7675428391s, input_fired_time: 0.1559144408, output_fired_time: 0.0000000000, propagate_forward_time: 8.2312564850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803720474
validation[          , genome  7155] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       791.28235, best error:       668.75348 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.3957748413s, input_fired_time: 1.4641326666, output_fired_time: 0.8544651270, propagate_forward_time: 41.2454528809, propagate_backward_time: 64.6811676025, weight_update_time: 0.0842382982, other_time: 2.1505584717
epoch time: 8.7531824112s, input_fired_time: 0.1522924602, output_fired_time: 0.0000000000, propagate_forward_time: 8.2237329483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771572113
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9786/10000 (97.86%), error:       978.85760, best error:       668.75348 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 110.3436431885s, input_fired_time: 1.4555329084, output_fired_time: 0.8546773195, propagate_forward_time: 41.2041435242, propagate_backward_time: 64.6481018066, weight_update_time: 0.0841455534, other_time: 2.1811828613
epoch time: 8.7952966690s, input_fired_time: 0.1559378356, output_fired_time: 0.0000000000, propagate_forward_time: 8.2407350540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986234665
validation[          , genome  7155] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       696.69147, best error:       668.75348 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 110.8436355591s, input_fired_time: 1.4520914555, output_fired_time: 0.8591027260, propagate_forward_time: 41.3972854614, propagate_backward_time: 64.9385299683, weight_update_time: 0.0847810507, other_time: 2.1966247559
epoch time: 8.7750663757s, input_fired_time: 0.1547324210, output_fired_time: 0.0000000000, propagate_forward_time: 8.2350530624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852806091
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       704.33496, best error:       668.75348 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 110.4406585693s, input_fired_time: 1.4681288004, output_fired_time: 0.8571335077, propagate_forward_time: 41.2348747253, propagate_backward_time: 64.6805419922, weight_update_time: 0.0850383937, other_time: 2.1999816895
epoch time: 8.7759017944s, input_fired_time: 0.1570129097, output_fired_time: 0.0000000000, propagate_forward_time: 8.2337837219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851051331
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       751.61841, best error:       668.75348 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 110.3549728394s, input_fired_time: 1.4650946856, output_fired_time: 0.8563977480, propagate_forward_time: 41.1937484741, propagate_backward_time: 64.6512832642, weight_update_time: 0.0849449486, other_time: 2.1884460449
epoch time: 8.7765903473s, input_fired_time: 0.1558035314, output_fired_time: 0.0000000000, propagate_forward_time: 8.2365455627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842411041
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       725.03125, best error:       668.75348 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.5594711304s, input_fired_time: 1.4694298506, output_fired_time: 0.8573843837, propagate_forward_time: 41.2764587402, propagate_backward_time: 64.7788467407, weight_update_time: 0.0850577280, other_time: 2.1773529053
epoch time: 8.7651939392s, input_fired_time: 0.1546429098, output_fired_time: 0.0000000000, propagate_forward_time: 8.2296152115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809356689
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       733.64087, best error:       668.75348 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.8489151001s, input_fired_time: 1.4757004976, output_fired_time: 0.8655993938, propagate_forward_time: 41.7901916504, propagate_backward_time: 65.5186157227, weight_update_time: 0.0855673626, other_time: 2.1988067627
epoch time: 8.8223056793s, input_fired_time: 0.1574835479, output_fired_time: 0.0000000000, propagate_forward_time: 8.2784528732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863697052
validation[          , genome  7155] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       814.66559, best error:       668.75348 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.7994003296s, input_fired_time: 1.4686832428, output_fired_time: 0.8577105999, propagate_forward_time: 41.3624572754, propagate_backward_time: 64.9172134399, weight_update_time: 0.0848827884, other_time: 2.1933364868
epoch time: 8.7827167511s, input_fired_time: 0.1565009505, output_fired_time: 0.0000000000, propagate_forward_time: 8.2310981750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951177597
validation[          , genome  7155] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       740.69049, best error:       668.75348 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.5440292358s, input_fired_time: 1.4637199640, output_fired_time: 0.8580161333, propagate_forward_time: 41.2801132202, propagate_backward_time: 64.7730636597, weight_update_time: 0.0845341310, other_time: 2.1691131592
epoch time: 8.7658624649s, input_fired_time: 0.1555649787, output_fired_time: 0.0000000000, propagate_forward_time: 8.2294969559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808002472
validation[          , genome  7155] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       696.99188, best error:       668.75348 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 110.5130615234s, input_fired_time: 1.4625253677, output_fired_time: 0.8531393409, propagate_forward_time: 41.2958946228, propagate_backward_time: 64.7625808716, weight_update_time: 0.0842811391, other_time: 2.1389236450
epoch time: 8.7599143982s, input_fired_time: 0.1557604522, output_fired_time: 0.0000000000, propagate_forward_time: 8.2260522842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781013489
validation[          , genome  7155] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       709.61035, best error:       668.75348 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 110.2846298218s, input_fired_time: 1.4581420422, output_fired_time: 0.8522552252, propagate_forward_time: 41.1944198608, propagate_backward_time: 64.6484375000, weight_update_time: 0.0842290819, other_time: 2.1313705444
epoch time: 8.7575426102s, input_fired_time: 0.1548977196, output_fired_time: 0.0000000000, propagate_forward_time: 8.2253837585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772611618
validation[          , genome  7155] predictions:    9796/  10000 (97.96%), best:    9786/10000 (97.86%), error:       692.26288, best error:       668.75348 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 110.2042770386s, input_fired_time: 1.4567110538, output_fired_time: 0.8509880304, propagate_forward_time: 41.1576614380, propagate_backward_time: 64.6133575439, weight_update_time: 0.0839209706, other_time: 2.1255569458
epoch time: 8.7611675262s, input_fired_time: 0.1566738188, output_fired_time: 0.0000000000, propagate_forward_time: 8.2261753082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783187866
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       822.09320, best error:       668.75348 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 111.5389556885s, input_fired_time: 1.4680566788, output_fired_time: 0.8620232344, propagate_forward_time: 41.6338691711, propagate_backward_time: 65.4055786133, weight_update_time: 0.0849344656, other_time: 2.1694335938
epoch time: 8.7868719101s, input_fired_time: 0.1573159546, output_fired_time: 0.0000000000, propagate_forward_time: 8.2352647781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942909241
validation[          , genome  7155] predictions:    9785/  10000 (97.85%), best:    9786/10000 (97.86%), error:       705.25226, best error:       668.75348 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.2089538574s, input_fired_time: 1.4707771540, output_fired_time: 0.8676711321, propagate_forward_time: 41.4625549316, propagate_backward_time: 65.2111968994, weight_update_time: 0.0849583074, other_time: 2.1967544556
epoch time: 8.7818069458s, input_fired_time: 0.1580587178, output_fired_time: 0.0000000000, propagate_forward_time: 8.2383966446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853511810
validation[          , genome  7155] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       721.91180, best error:       668.75348 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.9699249268s, input_fired_time: 1.4685741663, output_fired_time: 0.8603346944, propagate_forward_time: 41.4429512024, propagate_backward_time: 65.0264129639, weight_update_time: 0.0851871893, other_time: 2.1716461182
epoch time: 8.7769603729s, input_fired_time: 0.1616892517, output_fired_time: 0.0000000000, propagate_forward_time: 8.2327814102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824901581
validation[          , genome  7155] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       727.36554, best error:       668.75348 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.2973327637s, input_fired_time: 1.4643495083, output_fired_time: 0.8537601829, propagate_forward_time: 41.1738052368, propagate_backward_time: 64.6555709839, weight_update_time: 0.0842855126, other_time: 2.1498489380
epoch time: 8.7697820663s, input_fired_time: 0.1579373777, output_fired_time: 0.0000000000, propagate_forward_time: 8.2302455902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815994263
validation[          , genome  7155] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       716.24176, best error:       668.75348 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 110.4387817383s, input_fired_time: 1.4713119268, output_fired_time: 0.8549852371, propagate_forward_time: 41.2338562012, propagate_backward_time: 64.7251968384, weight_update_time: 0.0844004378, other_time: 2.1534271240
epoch time: 8.7670545578s, input_fired_time: 0.1570499688, output_fired_time: 0.0000000000, propagate_forward_time: 8.2295427322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804616928
validation[          , genome  7155] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       848.82196, best error:       668.75348 on epoch:    60, 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: 44.2367553711s, input_fired_time: 0.7804702520, output_fired_time: 0.0000000000, propagate_forward_time: 41.4941062927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9621772766
best training[          , genome  7155] predictions:   49599/  50000 (99.20%), best:    9786/10000 (97.86%), error:      1477.26343, best error:       668.75348 on epoch:    60, 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: 10.5694341660s, input_fired_time: 0.1754915267, output_fired_time: 0.0000000000, propagate_forward_time: 9.9412851334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526576996
   testing[          , genome  7155] predictions:    9803/  10000 (98.03%), best:    9786/10000 (97.86%), error:       645.76355, best error:       668.75348 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:40:05 (7145): called boinc_finish(0)

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