Nameexact_genome_1512568488_41_5019_0
Workunit2596411
Created7 Dec 2017, 12:58:48 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline15 Dec 2017, 10:21:41 UTC
Received7 Dec 2017, 22:57:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 24 min 11 sec
CPU time4 hours 15 min 38 sec
Validate stateValid
Credit1,972.37
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.93 MB
Peak swap size158.18 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 (96.19%), best:    9683/10000 (96.83%), error:      1197.15356, best error:      1060.78882 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.2267608643s, input_fired_time: 2.5714802742, output_fired_time: 1.3586506844, propagate_forward_time: 57.5078392029, propagate_backward_time: 87.3793106079, weight_update_time: 0.1580501199, other_time: 3.4094619751
epoch time: 12.2649459839s, input_fired_time: 0.1890123338, output_fired_time: 0.0000000000, propagate_forward_time: 11.4747333527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012001038
validation[          , genome  5019] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1014.38776, best error:      1014.38776 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 147.4276885986s, input_fired_time: 1.4862767458, output_fired_time: 1.3005380630, propagate_forward_time: 53.7015380859, propagate_backward_time: 87.5415802002, weight_update_time: 0.1658980846, other_time: 3.3977508545
epoch time: 12.4365882874s, input_fired_time: 0.1898832172, output_fired_time: 0.0000000000, propagate_forward_time: 11.6525115967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941934586
validation[          , genome  5019] predictions:    9621/  10000 (96.21%), best:    9706/10000 (97.06%), error:      1192.03760, best error:      1014.38776 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.7781372070s, input_fired_time: 1.4787018299, output_fired_time: 1.2870196104, propagate_forward_time: 54.0821685791, propagate_backward_time: 84.5825042725, weight_update_time: 0.1551095396, other_time: 4.3477478027
epoch time: 12.3192291260s, input_fired_time: 0.1883707047, output_fired_time: 0.0000000000, propagate_forward_time: 11.5402784348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905799866
validation[          , genome  5019] predictions:    9691/  10000 (96.91%), best:    9706/10000 (97.06%), error:      1028.13220, best error:      1014.38776 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.3083953857s, input_fired_time: 1.5312800407, output_fired_time: 1.3159358501, propagate_forward_time: 57.0614128113, propagate_backward_time: 84.0647659302, weight_update_time: 0.1560786963, other_time: 4.3349990845
epoch time: 14.0416097641s, input_fired_time: 0.1980356574, output_fired_time: 0.0000000000, propagate_forward_time: 13.0995445251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440299988
validation[          , genome  5019] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1032.84241, best error:      1014.38776 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.5219726563s, input_fired_time: 1.7456246614, output_fired_time: 1.5514705181, propagate_forward_time: 66.8145523071, propagate_backward_time: 103.3208007813, weight_update_time: 0.2038147300, other_time: 4.0895309448
epoch time: 11.1382560730s, input_fired_time: 0.1886741221, output_fired_time: 0.0000000000, propagate_forward_time: 10.3565111160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930709839
validation[          , genome  5019] predictions:    9681/  10000 (96.81%), best:    9706/10000 (97.06%), error:      1038.82471, best error:      1014.38776 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 148.3227233887s, input_fired_time: 1.4940892458, output_fired_time: 1.3143523932, propagate_forward_time: 56.7211341858, propagate_backward_time: 85.4268493652, weight_update_time: 0.1569646895, other_time: 3.3663024902
epoch time: 11.0981664658s, input_fired_time: 0.1894008517, output_fired_time: 0.0000000000, propagate_forward_time: 10.3211269379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876388550
validation[          , genome  5019] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1013.38074, best error:      1013.38074 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 148.2056121826s, input_fired_time: 1.4883903265, output_fired_time: 1.2993477583, propagate_forward_time: 55.7183074951, propagate_backward_time: 85.3127746582, weight_update_time: 0.1575178802, other_time: 4.3867950439
epoch time: 11.2761421204s, input_fired_time: 0.1910252869, output_fired_time: 0.0000000000, propagate_forward_time: 10.4815692902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035470963
validation[          , genome  5019] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       888.41968, best error:       888.41968 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 162.4858703613s, input_fired_time: 1.6249849796, output_fired_time: 1.4326009750, propagate_forward_time: 62.3078231812, propagate_backward_time: 93.3614578247, weight_update_time: 0.1658471078, other_time: 3.7590026855
epoch time: 12.4217681885s, input_fired_time: 0.1900948435, output_fired_time: 0.0000000000, propagate_forward_time: 10.6180095673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6136636734
validation[          , genome  5019] predictions:    9641/  10000 (96.41%), best:    9737/10000 (97.37%), error:      1151.72986, best error:       888.41968 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 146.4948120117s, input_fired_time: 1.5019485950, output_fired_time: 1.2954754829, propagate_forward_time: 53.3220252991, propagate_backward_time: 87.0020523071, weight_update_time: 0.1559721529, other_time: 3.3733139038
epoch time: 12.2865028381s, input_fired_time: 0.1908840537, output_fired_time: 0.0000000000, propagate_forward_time: 11.4966955185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989236832
validation[          , genome  5019] predictions:    9694/  10000 (96.94%), best:    9737/10000 (97.37%), error:      1018.25262, best error:       888.41968 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 161.9420623779s, input_fired_time: 1.6081178188, output_fired_time: 1.4197030067, propagate_forward_time: 61.7529182434, propagate_backward_time: 93.3777160645, weight_update_time: 0.1682201475, other_time: 3.7835998535
epoch time: 12.4745616913s, input_fired_time: 0.1927674562, output_fired_time: 0.0000000000, propagate_forward_time: 11.6744794846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073150635
validation[          , genome  5019] predictions:    9673/  10000 (96.73%), best:    9737/10000 (97.37%), error:      1081.74304, best error:       888.41968 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.5384826660s, input_fired_time: 2.4957621098, output_fired_time: 1.2997213602, propagate_forward_time: 55.3350944519, propagate_backward_time: 84.0581207275, weight_update_time: 0.1566728503, other_time: 3.3497772217
epoch time: 12.2701644897s, input_fired_time: 0.1907047033, output_fired_time: 0.0000000000, propagate_forward_time: 11.4527320862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267280579
validation[          , genome  5019] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       946.44305, best error:       888.41968 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 148.0220031738s, input_fired_time: 1.5032237768, output_fired_time: 1.3062182665, propagate_forward_time: 55.0227432251, propagate_backward_time: 84.8840408325, weight_update_time: 0.1577685624, other_time: 5.3057861328
epoch time: 12.5287132263s, input_fired_time: 0.1910844296, output_fired_time: 0.0000000000, propagate_forward_time: 11.7359857559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016426086
validation[          , genome  5019] predictions:    9672/  10000 (96.72%), best:    9737/10000 (97.37%), error:      1067.06384, best error:       888.41968 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 147.0282135010s, input_fired_time: 2.4973895550, output_fired_time: 2.3156383038, propagate_forward_time: 52.4969863892, propagate_backward_time: 86.3572235107, weight_update_time: 0.1564853936, other_time: 3.3609695435
epoch time: 12.5330457687s, input_fired_time: 0.1955051422, output_fired_time: 0.0000000000, propagate_forward_time: 11.7287616730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087789536
validation[          , genome  5019] predictions:    9710/  10000 (97.10%), best:    9737/10000 (97.37%), error:      1066.57825, best error:       888.41968 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.8653869629s, input_fired_time: 1.4932851791, output_fired_time: 1.2967301607, propagate_forward_time: 54.5768203735, propagate_backward_time: 86.1224670410, weight_update_time: 0.1572783738, other_time: 3.3760757446
epoch time: 12.4002819061s, input_fired_time: 0.1927459985, output_fired_time: 0.0000000000, propagate_forward_time: 11.6139802933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935554504
validation[          , genome  5019] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:       987.97443, best error:       888.41968 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.6658782959s, input_fired_time: 1.4884697199, output_fired_time: 1.2972925901, propagate_forward_time: 53.3387527466, propagate_backward_time: 87.1945953369, weight_update_time: 0.1564983577, other_time: 3.3467788696
epoch time: 12.2790985107s, input_fired_time: 0.1882201135, output_fired_time: 0.0000000000, propagate_forward_time: 11.4958238602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950546265
validation[          , genome  5019] predictions:    9715/  10000 (97.15%), best:    9737/10000 (97.37%), error:       975.76068, best error:       888.41968 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.3326263428s, input_fired_time: 1.4890381098, output_fired_time: 2.3130884171, propagate_forward_time: 54.7481689453, propagate_backward_time: 85.4328613281, weight_update_time: 0.1564417481, other_time: 3.3494567871
epoch time: 16.9217834473s, input_fired_time: 0.2738276124, output_fired_time: 0.0000000000, propagate_forward_time: 15.8116111755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8363437653
validation[          , genome  5019] predictions:    9674/  10000 (96.74%), best:    9737/10000 (97.37%), error:      1063.87451, best error:       888.41968 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 154.7436676025s, input_fired_time: 1.5709304810, output_fired_time: 2.3613653183, propagate_forward_time: 56.0685310364, propagate_backward_time: 91.2467422485, weight_update_time: 0.1565966308, other_time: 3.4961013794
epoch time: 11.0527572632s, input_fired_time: 0.1879064441, output_fired_time: 0.0000000000, propagate_forward_time: 10.2784490585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864019394
validation[          , genome  5019] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       900.85944, best error:       888.41968 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.6470489502s, input_fired_time: 1.4993007183, output_fired_time: 1.2983415127, propagate_forward_time: 55.0706977844, propagate_backward_time: 85.4196243286, weight_update_time: 0.1568609774, other_time: 3.3590927124
epoch time: 11.1488666534s, input_fired_time: 0.1870384812, output_fired_time: 0.0000000000, propagate_forward_time: 10.3648204803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970077515
validation[          , genome  5019] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       959.78381, best error:       888.41968 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.1465606689s, input_fired_time: 1.5034300089, output_fired_time: 1.3432310820, propagate_forward_time: 57.0163269043, propagate_backward_time: 85.8754577637, weight_update_time: 0.1585036367, other_time: 3.4081115723
epoch time: 13.4411087036s, input_fired_time: 0.2159126252, output_fired_time: 0.0000000000, propagate_forward_time: 12.5470333099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6781625748
validation[          , genome  5019] predictions:    9702/  10000 (97.02%), best:    9737/10000 (97.37%), error:      1010.67804, best error:       888.41968 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.8659820557s, input_fired_time: 1.4944653511, output_fired_time: 1.3141601086, propagate_forward_time: 56.5162925720, propagate_backward_time: 85.1808242798, weight_update_time: 0.1561168283, other_time: 3.3602371216
epoch time: 11.1650104523s, input_fired_time: 0.1894100606, output_fired_time: 0.0000000000, propagate_forward_time: 10.3816528320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939474106
validation[          , genome  5019] predictions:    9659/  10000 (96.59%), best:    9737/10000 (97.37%), error:      1061.11560, best error:       888.41968 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 148.2443847656s, input_fired_time: 1.4979423285, output_fired_time: 2.3092823029, propagate_forward_time: 56.6229896545, propagate_backward_time: 84.4597015381, weight_update_time: 0.1568508297, other_time: 3.3544769287
epoch time: 11.2688150406s, input_fired_time: 0.1917060912, output_fired_time: 0.0000000000, propagate_forward_time: 10.4800033569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5971059799
validation[          , genome  5019] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       987.63928, best error:       888.41968 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.9776611328s, input_fired_time: 1.5027952194, output_fired_time: 1.2988494635, propagate_forward_time: 52.3865127563, propagate_backward_time: 89.4138259888, weight_update_time: 0.1573076993, other_time: 3.3756866455
epoch time: 13.9297018051s, input_fired_time: 0.2206310630, output_fired_time: 0.0000000000, propagate_forward_time: 13.0167198181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923513412
validation[          , genome  5019] predictions:    9679/  10000 (96.79%), best:    9737/10000 (97.37%), error:       961.74115, best error:       888.41968 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 169.8681182861s, input_fired_time: 1.7099318504, output_fired_time: 1.4871180058, propagate_forward_time: 61.6974678040, propagate_backward_time: 101.1068801880, weight_update_time: 0.1726661325, other_time: 3.8667221069
epoch time: 17.1678638458s, input_fired_time: 0.2633861005, output_fired_time: 0.0000000000, propagate_forward_time: 16.0271720886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8773059845
validation[          , genome  5019] predictions:    9715/  10000 (97.15%), best:    9737/10000 (97.37%), error:       894.95776, best error:       888.41968 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 148.2933959961s, input_fired_time: 1.5192286968, output_fired_time: 1.3153758049, propagate_forward_time: 55.9594726563, propagate_backward_time: 86.1072158813, weight_update_time: 0.1584039181, other_time: 3.3921127319
epoch time: 12.3268308640s, input_fired_time: 0.1993810982, output_fired_time: 0.0000000000, propagate_forward_time: 10.5191869736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6082630157
validation[          , genome  5019] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       929.45349, best error:       888.41968 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 147.5205535889s, input_fired_time: 1.4997825623, output_fired_time: 1.3029956818, propagate_forward_time: 56.7858695984, propagate_backward_time: 83.5430145264, weight_update_time: 0.1638239622, other_time: 4.3888854980
epoch time: 12.4518041611s, input_fired_time: 0.1983342767, output_fired_time: 0.0000000000, propagate_forward_time: 11.6564931870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969762802
validation[          , genome  5019] predictions:    9738/  10000 (97.38%), best:    9737/10000 (97.37%), error:       910.45770, best error:       888.41968 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 147.5726928711s, input_fired_time: 1.4974569082, output_fired_time: 1.3064633608, propagate_forward_time: 53.7969055176, propagate_backward_time: 87.5929183960, weight_update_time: 0.1574969143, other_time: 3.3789596558
epoch time: 12.5890245438s, input_fired_time: 0.1963687092, output_fired_time: 0.0000000000, propagate_forward_time: 11.7846040726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080513000
validation[          , genome  5019] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:       918.00616, best error:       888.41968 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.9109497070s, input_fired_time: 1.5033237934, output_fired_time: 1.3219122887, propagate_forward_time: 54.9068870544, propagate_backward_time: 87.8144149780, weight_update_time: 0.1585965157, other_time: 3.3644027710
epoch time: 11.5920743942s, input_fired_time: 0.1930411011, output_fired_time: 0.0000000000, propagate_forward_time: 10.7873773575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116561890
validation[          , genome  5019] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:       934.42499, best error:       888.41968 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.5666656494s, input_fired_time: 1.4962962866, output_fired_time: 2.3100693226, propagate_forward_time: 57.7988853455, propagate_backward_time: 83.6182479858, weight_update_time: 0.1565844864, other_time: 3.3431625366
epoch time: 11.1731185913s, input_fired_time: 0.1909212321, output_fired_time: 0.0000000000, propagate_forward_time: 10.3817787170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004190445
validation[          , genome  5019] predictions:    9735/  10000 (97.35%), best:    9737/10000 (97.37%), error:       917.44458, best error:       888.41968 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 154.3026275635s, input_fired_time: 1.5436006784, output_fired_time: 1.3342195749, propagate_forward_time: 58.7719688416, propagate_backward_time: 89.1181182861, weight_update_time: 0.1633053720, other_time: 3.5347290039
epoch time: 10.9966974258s, input_fired_time: 0.1908664256, output_fired_time: 0.0000000000, propagate_forward_time: 10.2135839462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922470093
validation[          , genome  5019] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       975.76202, best error:       888.41968 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.7290954590s, input_fired_time: 1.5301411152, output_fired_time: 1.3040868044, propagate_forward_time: 53.1844749451, propagate_backward_time: 90.3046798706, weight_update_time: 0.1581165493, other_time: 3.4057083130
epoch time: 12.1013126373s, input_fired_time: 0.1891452819, output_fired_time: 0.0000000000, propagate_forward_time: 11.3261098862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860576630
validation[          , genome  5019] predictions:    9684/  10000 (96.84%), best:    9737/10000 (97.37%), error:       988.18799, best error:       888.41968 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.9880371094s, input_fired_time: 1.5002369881, output_fired_time: 1.3029178381, propagate_forward_time: 55.5899620056, propagate_backward_time: 84.3148574829, weight_update_time: 0.1569554061, other_time: 4.2800521851
epoch time: 11.0552673340s, input_fired_time: 0.1890764087, output_fired_time: 0.0000000000, propagate_forward_time: 10.2767400742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894508362
validation[          , genome  5019] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       956.81824, best error:       888.41968 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.0188598633s, input_fired_time: 1.5093994141, output_fired_time: 1.3113121986, propagate_forward_time: 54.7919807434, propagate_backward_time: 87.0005798340, weight_update_time: 0.1587895304, other_time: 3.4055938721
epoch time: 12.3186397552s, input_fired_time: 0.1922563910, output_fired_time: 0.0000000000, propagate_forward_time: 11.5317115784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946722031
validation[          , genome  5019] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       913.13922, best error:       888.41968 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 146.8916931152s, input_fired_time: 2.5161118507, output_fired_time: 1.2972105742, propagate_forward_time: 54.5987472534, propagate_backward_time: 85.0971908569, weight_update_time: 0.1567140073, other_time: 3.3824310303
epoch time: 10.8786745071s, input_fired_time: 0.1850397587, output_fired_time: 0.0000000000, propagate_forward_time: 10.1276264191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660085678
validation[          , genome  5019] predictions:    9700/  10000 (97.00%), best:    9737/10000 (97.37%), error:       929.31696, best error:       888.41968 on epoch:    21, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.4878387451s, input_fired_time: 1.5317149162, output_fired_time: 1.3216905594, propagate_forward_time: 54.6555671692, propagate_backward_time: 87.5105514526, weight_update_time: 0.1576034129, other_time: 4.4683303833
epoch time: 12.4366731644s, input_fired_time: 0.1948331743, output_fired_time: 0.0000000000, propagate_forward_time: 11.6397418976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020984650
validation[          , genome  5019] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       851.77911, best error:       851.77911 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.8494567871s, input_fired_time: 1.4940890074, output_fired_time: 1.3011091948, propagate_forward_time: 55.5104408264, propagate_backward_time: 85.2200393677, weight_update_time: 0.1548842937, other_time: 3.3237838745
epoch time: 12.4465122223s, input_fired_time: 0.1992422491, output_fired_time: 0.0000000000, propagate_forward_time: 11.6251859665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220836639
validation[          , genome  5019] predictions:    9744/  10000 (97.44%), best:    9742/10000 (97.42%), error:       882.29492, best error:       851.77911 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 149.9220123291s, input_fired_time: 1.5501611233, output_fired_time: 1.3136277199, propagate_forward_time: 57.6244316101, propagate_backward_time: 85.9989089966, weight_update_time: 0.1567355394, other_time: 3.4348831177
epoch time: 12.4495363235s, input_fired_time: 0.1946577430, output_fired_time: 0.0000000000, propagate_forward_time: 11.6445331573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103458405
validation[          , genome  5019] predictions:    9727/  10000 (97.27%), best:    9742/10000 (97.42%), error:       900.86163, best error:       851.77911 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 146.6613616943s, input_fired_time: 1.5155885220, output_fired_time: 1.3000535965, propagate_forward_time: 55.3227386475, propagate_backward_time: 85.1314544678, weight_update_time: 0.1573102176, other_time: 3.3915252686
epoch time: 12.5181493759s, input_fired_time: 0.1966472417, output_fired_time: 0.0000000000, propagate_forward_time: 11.7108955383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106061935
validation[          , genome  5019] predictions:    9717/  10000 (97.17%), best:    9742/10000 (97.42%), error:       959.87653, best error:       851.77911 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 146.3102111816s, input_fired_time: 2.5155060291, output_fired_time: 1.3030327559, propagate_forward_time: 55.2163467407, propagate_backward_time: 83.9047012329, weight_update_time: 0.1567125618, other_time: 3.3706207275
epoch time: 12.5829620361s, input_fired_time: 0.1973216534, output_fired_time: 0.0000000000, propagate_forward_time: 11.7766323090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090078354
validation[          , genome  5019] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       893.56458, best error:       851.77911 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.7157745361s, input_fired_time: 1.5092022419, output_fired_time: 2.3081912994, propagate_forward_time: 55.3920974731, propagate_backward_time: 83.1682357788, weight_update_time: 0.1556950361, other_time: 4.3380432129
epoch time: 12.2854137421s, input_fired_time: 0.1942012757, output_fired_time: 0.0000000000, propagate_forward_time: 11.4950084686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962038040
validation[          , genome  5019] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:      1001.83276, best error:       851.77911 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 148.2646789551s, input_fired_time: 1.5197122097, output_fired_time: 1.3115793467, propagate_forward_time: 54.9649658203, propagate_backward_time: 87.0601119995, weight_update_time: 0.1592356712, other_time: 3.4083023071
epoch time: 12.4090509415s, input_fired_time: 0.1950330436, output_fired_time: 0.0000000000, propagate_forward_time: 11.6164236069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975942612
validation[          , genome  5019] predictions:    9704/  10000 (97.04%), best:    9742/10000 (97.42%), error:       922.64130, best error:       851.77911 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.7344512939s, input_fired_time: 1.6694673300, output_fired_time: 1.3663465977, propagate_forward_time: 57.0869598389, propagate_backward_time: 94.0299606323, weight_update_time: 0.1738544852, other_time: 4.5817184448
epoch time: 11.0021371841s, input_fired_time: 0.1917612702, output_fired_time: 0.0000000000, propagate_forward_time: 10.2279424667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824337006
validation[          , genome  5019] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       857.25110, best error:       851.77911 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 147.7703399658s, input_fired_time: 1.5114672184, output_fired_time: 1.2964460850, propagate_forward_time: 52.4525070190, propagate_backward_time: 88.1047515869, weight_update_time: 0.1583427936, other_time: 4.4051589966
epoch time: 11.1938934326s, input_fired_time: 0.1920373440, output_fired_time: 0.0000000000, propagate_forward_time: 10.4057388306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961170197
validation[          , genome  5019] predictions:    9657/  10000 (96.57%), best:    9742/10000 (97.42%), error:      1043.92224, best error:       851.77911 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 159.8035125732s, input_fired_time: 1.6019297838, output_fired_time: 1.3953287601, propagate_forward_time: 58.2670631409, propagate_backward_time: 93.9635162354, weight_update_time: 0.1579112709, other_time: 4.5756835938
epoch time: 12.5086975098s, input_fired_time: 0.1973900646, output_fired_time: 0.0000000000, propagate_forward_time: 11.7084131241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028947830
validation[          , genome  5019] predictions:    9716/  10000 (97.16%), best:    9742/10000 (97.42%), error:       947.32800, best error:       851.77911 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.8220214844s, input_fired_time: 1.5588487387, output_fired_time: 1.3400605917, propagate_forward_time: 60.0099945068, propagate_backward_time: 86.4633483887, weight_update_time: 0.1563826203, other_time: 3.4497680664
epoch time: 11.5840511322s, input_fired_time: 0.1938215196, output_fired_time: 0.0000000000, propagate_forward_time: 10.7768917084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133375168
validation[          , genome  5019] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       882.97705, best error:       851.77911 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.9716949463s, input_fired_time: 2.5372879505, output_fired_time: 1.3100097179, propagate_forward_time: 55.9654388428, propagate_backward_time: 84.7692489624, weight_update_time: 0.1572975516, other_time: 4.3897018433
epoch time: 11.3825149536s, input_fired_time: 0.1983264536, output_fired_time: 0.0000000000, propagate_forward_time: 10.5777864456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064023972
validation[          , genome  5019] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       855.49512, best error:       851.77911 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 169.2027282715s, input_fired_time: 1.7034740448, output_fired_time: 2.4835641384, propagate_forward_time: 64.6497192383, propagate_backward_time: 96.6401290894, weight_update_time: 0.1721972525, other_time: 3.7258377075
epoch time: 11.1887445450s, input_fired_time: 0.1930000335, output_fired_time: 0.0000000000, propagate_forward_time: 10.3995485306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961961746
validation[          , genome  5019] predictions:    9727/  10000 (97.27%), best:    9742/10000 (97.42%), error:       914.59344, best error:       851.77911 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 152.0858459473s, input_fired_time: 2.5631744862, output_fired_time: 1.3476941586, propagate_forward_time: 57.1237564087, propagate_backward_time: 86.5462951660, weight_update_time: 0.1589664072, other_time: 4.5049362183
epoch time: 11.1492452621s, input_fired_time: 0.1902443469, output_fired_time: 0.0000000000, propagate_forward_time: 10.3666458130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923547745
validation[          , genome  5019] predictions:    9723/  10000 (97.23%), best:    9742/10000 (97.42%), error:       905.59680, best error:       851.77911 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.1459503174s, input_fired_time: 1.5116200447, output_fired_time: 1.3089733124, propagate_forward_time: 56.5989303589, propagate_backward_time: 84.3670654297, weight_update_time: 0.1566504836, other_time: 3.3593521118
epoch time: 11.1356382370s, input_fired_time: 0.1929619014, output_fired_time: 0.0000000000, propagate_forward_time: 10.3195381165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231384277
validation[          , genome  5019] predictions:    9740/  10000 (97.40%), best:    9742/10000 (97.42%), error:       877.82990, best error:       851.77911 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.0706481934s, input_fired_time: 1.5090565681, output_fired_time: 1.2919394970, propagate_forward_time: 53.1984672546, propagate_backward_time: 87.7044448853, weight_update_time: 0.1567632705, other_time: 3.3667221069
epoch time: 11.2899751663s, input_fired_time: 0.1914323568, output_fired_time: 0.0000000000, propagate_forward_time: 10.5047464371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937967300
validation[          , genome  5019] predictions:    9741/  10000 (97.41%), best:    9742/10000 (97.42%), error:       866.61621, best error:       851.77911 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.9363861084s, input_fired_time: 1.5092729330, output_fired_time: 1.3069419861, propagate_forward_time: 56.4033699036, propagate_backward_time: 85.3296508789, weight_update_time: 0.1564491540, other_time: 3.3871459961
epoch time: 11.0317029953s, input_fired_time: 0.1898851842, output_fired_time: 0.0000000000, propagate_forward_time: 10.2583961487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834217072
validation[          , genome  5019] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       866.00549, best error:       851.77911 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.6991119385s, input_fired_time: 1.5249404907, output_fired_time: 1.3064693213, propagate_forward_time: 55.7787246704, propagate_backward_time: 86.7533035278, weight_update_time: 0.1557351202, other_time: 3.3356628418
epoch time: 10.9552726746s, input_fired_time: 0.1903029233, output_fired_time: 0.0000000000, propagate_forward_time: 10.1869049072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780649185
validation[          , genome  5019] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       978.52167, best error:       851.77911 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 159.6847686768s, input_fired_time: 1.6615473032, output_fired_time: 1.4185307026, propagate_forward_time: 61.3075180054, propagate_backward_time: 91.7002182007, weight_update_time: 0.1824703515, other_time: 3.5969543457
epoch time: 12.5308284760s, input_fired_time: 0.2098655850, output_fired_time: 0.0000000000, propagate_forward_time: 11.7183341980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026287079
validation[          , genome  5019] predictions:    9745/  10000 (97.45%), best:    9742/10000 (97.42%), error:       854.05737, best error:       851.77911 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.4125518799s, input_fired_time: 1.6200504303, output_fired_time: 1.4005904198, propagate_forward_time: 59.9383163452, propagate_backward_time: 93.8122482300, weight_update_time: 0.1803471446, other_time: 3.6413421631
epoch time: 12.3526525497s, input_fired_time: 0.1965964139, output_fired_time: 0.0000000000, propagate_forward_time: 11.5625696182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934867859
validation[          , genome  5019] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       892.53729, best error:       851.77911 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 147.2462615967s, input_fired_time: 1.5186070204, output_fired_time: 1.3022849560, propagate_forward_time: 56.5960769653, propagate_backward_time: 84.4567413330, weight_update_time: 0.1579000652, other_time: 3.3725509644
epoch time: 12.5668458939s, input_fired_time: 0.2006281465, output_fired_time: 0.0000000000, propagate_forward_time: 11.7528190613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133985519
validation[          , genome  5019] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       906.10309, best error:       851.77911 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 153.9354095459s, input_fired_time: 1.6003569365, output_fired_time: 1.4054982662, propagate_forward_time: 59.1081542969, propagate_backward_time: 88.3154067993, weight_update_time: 0.1574993730, other_time: 3.5059890747
epoch time: 12.7989645004s, input_fired_time: 0.1997690201, output_fired_time: 0.0000000000, propagate_forward_time: 11.9715862274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276092529
validation[          , genome  5019] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       841.83099, best error:       841.83099 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.5890808105s, input_fired_time: 1.5679877996, output_fired_time: 1.3281767368, propagate_forward_time: 59.0330009460, propagate_backward_time: 87.2100219727, weight_update_time: 0.1564505547, other_time: 3.4498901367
epoch time: 11.1199951172s, input_fired_time: 0.1925036311, output_fired_time: 0.0000000000, propagate_forward_time: 10.3488855362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786056519
validation[          , genome  5019] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       838.15186, best error:       838.15186 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 148.2708435059s, input_fired_time: 1.5348972082, output_fired_time: 1.2960867882, propagate_forward_time: 54.5689926147, propagate_backward_time: 87.5053253174, weight_update_time: 0.1570771337, other_time: 3.3655471802
epoch time: 11.0329217911s, input_fired_time: 0.1923965514, output_fired_time: 0.0000000000, propagate_forward_time: 10.2612876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792379379
validation[          , genome  5019] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       802.42792, best error:       802.42792 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.6235504150s, input_fired_time: 1.5517870188, output_fired_time: 1.3351531029, propagate_forward_time: 59.1824645996, propagate_backward_time: 87.0312194824, weight_update_time: 0.1577279866, other_time: 3.5229187012
epoch time: 12.3702001572s, input_fired_time: 0.1980249137, output_fired_time: 0.0000000000, propagate_forward_time: 11.5641717911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080036163
validation[          , genome  5019] predictions:    9701/  10000 (97.01%), best:    9752/10000 (97.52%), error:       940.42041, best error:       802.42792 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.5607604980s, input_fired_time: 1.5180442333, output_fired_time: 1.3039333820, propagate_forward_time: 54.5239486694, propagate_backward_time: 83.8576202393, weight_update_time: 0.1560782194, other_time: 5.3572006226
epoch time: 11.0084609985s, input_fired_time: 0.1920012236, output_fired_time: 0.0000000000, propagate_forward_time: 10.2220363617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944232941
validation[          , genome  5019] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:       988.05066, best error:       802.42792 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 147.7867431641s, input_fired_time: 1.5183876753, output_fired_time: 1.3035606146, propagate_forward_time: 56.2543106079, propagate_backward_time: 85.3400955200, weight_update_time: 0.1567672044, other_time: 3.3703918457
epoch time: 11.0811729431s, input_fired_time: 0.1957260668, output_fired_time: 0.0000000000, propagate_forward_time: 10.2998857498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855607986
validation[          , genome  5019] predictions:    9713/  10000 (97.13%), best:    9752/10000 (97.52%), error:       948.28680, best error:       802.42792 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 155.2816619873s, input_fired_time: 1.6141641140, output_fired_time: 1.3544408083, propagate_forward_time: 56.0503921509, propagate_backward_time: 91.7201995850, weight_update_time: 0.1737447083, other_time: 4.5424575806
epoch time: 12.4271659851s, input_fired_time: 0.2000471205, output_fired_time: 0.0000000000, propagate_forward_time: 11.6289138794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982046127
validation[          , genome  5019] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       955.93414, best error:       802.42792 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 162.4469604492s, input_fired_time: 1.6637657881, output_fired_time: 1.4376882315, propagate_forward_time: 59.6199111938, propagate_backward_time: 95.0425796509, weight_update_time: 0.1762078851, other_time: 4.6830139160
epoch time: 12.0897150040s, input_fired_time: 1.2038389444, output_fired_time: 0.0000000000, propagate_forward_time: 10.2974052429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884704590
validation[          , genome  5019] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       887.38721, best error:       802.42792 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 146.2756500244s, input_fired_time: 1.5153429508, output_fired_time: 1.3110417128, propagate_forward_time: 52.7155151367, propagate_backward_time: 87.3756637573, weight_update_time: 0.1565977633, other_time: 3.3580856323
epoch time: 11.0585842133s, input_fired_time: 0.1922582388, output_fired_time: 0.0000000000, propagate_forward_time: 10.2866601944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796661377
validation[          , genome  5019] predictions:    9764/  10000 (97.64%), best:    9752/10000 (97.52%), error:       804.80585, best error:       802.42792 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.8687744141s, input_fired_time: 1.5290061235, output_fired_time: 1.3093230724, propagate_forward_time: 52.4497299194, propagate_backward_time: 88.1650314331, weight_update_time: 0.1566010416, other_time: 3.4156799316
epoch time: 11.2819166183s, input_fired_time: 0.1953580528, output_fired_time: 0.0000000000, propagate_forward_time: 10.4958829880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906753540
validation[          , genome  5019] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       848.74866, best error:       802.42792 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 158.7335052490s, input_fired_time: 1.6519205570, output_fired_time: 1.4330345392, propagate_forward_time: 58.3910217285, propagate_backward_time: 93.7104949951, weight_update_time: 0.1720611900, other_time: 3.5470428467
epoch time: 12.6028680801s, input_fired_time: 0.2024192363, output_fired_time: 0.0000000000, propagate_forward_time: 11.7934293747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070194244
validation[          , genome  5019] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       872.49707, best error:       802.42792 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 147.4057922363s, input_fired_time: 1.5217527151, output_fired_time: 1.2987680435, propagate_forward_time: 55.8004112244, propagate_backward_time: 85.4370193481, weight_update_time: 0.1552312076, other_time: 3.3478317261
epoch time: 12.4939632416s, input_fired_time: 0.1988923252, output_fired_time: 0.0000000000, propagate_forward_time: 11.6975660324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975046158
validation[          , genome  5019] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       883.78680, best error:       802.42792 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 159.8694915771s, input_fired_time: 1.6208647490, output_fired_time: 1.3947168589, propagate_forward_time: 59.0389099121, propagate_backward_time: 92.1607513428, weight_update_time: 0.1707630903, other_time: 5.6542510986
epoch time: 12.4829978943s, input_fired_time: 0.1998125166, output_fired_time: 0.0000000000, propagate_forward_time: 11.6851577759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980272293
validation[          , genome  5019] predictions:    9749/  10000 (97.49%), best:    9752/10000 (97.52%), error:       815.22913, best error:       802.42792 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.8815155029s, input_fired_time: 1.5209931135, output_fired_time: 1.2995054722, propagate_forward_time: 55.5548629761, propagate_backward_time: 85.1197204590, weight_update_time: 0.1570995599, other_time: 3.3864364624
epoch time: 12.9000625610s, input_fired_time: 1.2297600508, output_fired_time: 0.0000000000, propagate_forward_time: 11.0251960754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451063156
validation[          , genome  5019] predictions:    9703/  10000 (97.03%), best:    9752/10000 (97.52%), error:       909.86804, best error:       802.42792 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 151.6824798584s, input_fired_time: 1.5916504860, output_fired_time: 1.3539545536, propagate_forward_time: 54.4558334351, propagate_backward_time: 90.8390045166, weight_update_time: 0.1572613269, other_time: 3.4420394897
epoch time: 12.5890836716s, input_fired_time: 0.2003901750, output_fired_time: 0.0000000000, propagate_forward_time: 10.7638959885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6247978210
validation[          , genome  5019] predictions:    9685/  10000 (96.85%), best:    9752/10000 (97.52%), error:      1033.39075, best error:       802.42792 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 157.1671905518s, input_fired_time: 1.6374177933, output_fired_time: 1.3986188173, propagate_forward_time: 58.0402870178, propagate_backward_time: 92.5274200439, weight_update_time: 0.1657309681, other_time: 3.5634460449
epoch time: 11.1631679535s, input_fired_time: 0.1903479695, output_fired_time: 0.0000000000, propagate_forward_time: 10.3948183060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780019760
validation[          , genome  5019] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       936.28351, best error:       802.42792 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 174.9209289551s, input_fired_time: 1.9922970533, output_fired_time: 1.5364458561, propagate_forward_time: 65.2210998535, propagate_backward_time: 102.2721633911, weight_update_time: 0.1890214533, other_time: 3.8989181519
epoch time: 12.9567794800s, input_fired_time: 0.2030423582, output_fired_time: 0.0000000000, propagate_forward_time: 12.1526432037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010942459
validation[          , genome  5019] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       904.24194, best error:       802.42792 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 147.4459381104s, input_fired_time: 1.5289937258, output_fired_time: 1.3049577475, propagate_forward_time: 53.7176704407, propagate_backward_time: 87.5301666260, weight_update_time: 0.1570531577, other_time: 3.3641510010
epoch time: 12.0521860123s, input_fired_time: 0.1978523582, output_fired_time: 0.0000000000, propagate_forward_time: 11.2614040375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929298401
validation[          , genome  5019] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       856.11816, best error:       802.42792 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 155.2234802246s, input_fired_time: 1.6031796932, output_fired_time: 1.4262338877, propagate_forward_time: 58.3613853455, propagate_backward_time: 90.1987533569, weight_update_time: 0.1654729694, other_time: 3.6339187622
epoch time: 11.2358865738s, input_fired_time: 0.1953268200, output_fired_time: 0.0000000000, propagate_forward_time: 10.4453573227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952024460
validation[          , genome  5019] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       857.98810, best error:       802.42792 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.3044128418s, input_fired_time: 1.5321317911, output_fired_time: 1.2964923382, propagate_forward_time: 57.5731277466, propagate_backward_time: 84.5342254639, weight_update_time: 0.1564882547, other_time: 3.3684310913
epoch time: 11.2743740082s, input_fired_time: 0.1977580488, output_fired_time: 0.0000000000, propagate_forward_time: 10.4677276611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088886261
validation[          , genome  5019] predictions:    9684/  10000 (96.84%), best:    9752/10000 (97.52%), error:      1001.68884, best error:       802.42792 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 155.8322448730s, input_fired_time: 1.6013258696, output_fired_time: 1.3643027544, propagate_forward_time: 57.0761528015, propagate_backward_time: 92.2740631104, weight_update_time: 0.1570043415, other_time: 3.5164031982
epoch time: 12.2378616333s, input_fired_time: 0.1976348162, output_fired_time: 0.0000000000, propagate_forward_time: 11.4458608627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943660736
validation[          , genome  5019] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       820.08319, best error:       802.42792 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 154.3063659668s, input_fired_time: 1.6240020990, output_fired_time: 1.4384053946, propagate_forward_time: 56.5437965393, propagate_backward_time: 91.0974807739, weight_update_time: 0.1709039062, other_time: 3.6026840210
epoch time: 12.4940538406s, input_fired_time: 0.2021788061, output_fired_time: 0.0000000000, propagate_forward_time: 11.6777029037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141719818
validation[          , genome  5019] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       790.90405, best error:       790.90405 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 157.8533935547s, input_fired_time: 1.5866147280, output_fired_time: 1.4247679710, propagate_forward_time: 62.4769020081, propagate_backward_time: 88.7599105835, weight_update_time: 0.1758431643, other_time: 3.6052017212
epoch time: 11.1019344330s, input_fired_time: 0.1969052255, output_fired_time: 0.0000000000, propagate_forward_time: 10.3115568161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934724808
validation[          , genome  5019] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       868.61823, best error:       790.90405 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 160.6230773926s, input_fired_time: 1.6492953300, output_fired_time: 1.3958806992, propagate_forward_time: 59.9894638062, propagate_backward_time: 93.9299163818, weight_update_time: 0.1817754060, other_time: 3.6585311890
epoch time: 12.4832897186s, input_fired_time: 0.2006203383, output_fired_time: 0.0000000000, propagate_forward_time: 11.6733274460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093416214
validation[          , genome  5019] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:       925.10547, best error:       790.90405 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.1603393555s, input_fired_time: 1.5241479874, output_fired_time: 1.2950662374, propagate_forward_time: 55.1425514221, propagate_backward_time: 84.8646469116, weight_update_time: 0.1562043577, other_time: 3.3339309692
epoch time: 12.4770097733s, input_fired_time: 0.2000163347, output_fired_time: 0.0000000000, propagate_forward_time: 11.6779947281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989990234
validation[          , genome  5019] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       900.55756, best error:       790.90405 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 152.5136718750s, input_fired_time: 1.5557746887, output_fired_time: 1.3418400288, propagate_forward_time: 59.1640052795, propagate_backward_time: 86.7689132690, weight_update_time: 0.3884275854, other_time: 3.6831436157
epoch time: 11.3108663559s, input_fired_time: 0.1990212798, output_fired_time: 0.0000000000, propagate_forward_time: 10.5196981430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921468735
validation[          , genome  5019] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       877.51898, best error:       790.90405 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 151.6284027100s, input_fired_time: 2.5882790089, output_fired_time: 2.3408074379, propagate_forward_time: 56.6917076111, propagate_backward_time: 85.5189590454, weight_update_time: 0.1575813890, other_time: 4.4886550903
epoch time: 11.1302404404s, input_fired_time: 0.1952212155, output_fired_time: 0.0000000000, propagate_forward_time: 10.3522577286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827617645
validation[          , genome  5019] predictions:    9746/  10000 (97.46%), best:    9759/10000 (97.59%), error:       833.95660, best error:       790.90405 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 149.2482147217s, input_fired_time: 1.5339684486, output_fired_time: 1.3104202747, propagate_forward_time: 56.0455398560, propagate_backward_time: 87.0053253174, weight_update_time: 0.1562682986, other_time: 3.3529586792
epoch time: 11.1477909088s, input_fired_time: 0.1960486025, output_fired_time: 0.0000000000, propagate_forward_time: 10.3594093323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923328400
validation[          , genome  5019] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       853.89941, best error:       790.90405 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.4148101807s, input_fired_time: 1.5647866726, output_fired_time: 1.2990198135, propagate_forward_time: 53.7243156433, propagate_backward_time: 87.4329223633, weight_update_time: 0.1568502486, other_time: 3.3937530518
epoch time: 11.2059402466s, input_fired_time: 0.2000470906, output_fired_time: 0.0000000000, propagate_forward_time: 10.4100074768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958852768
validation[          , genome  5019] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       807.01764, best error:       790.90405 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.6846771240s, input_fired_time: 1.5423328876, output_fired_time: 1.3473688364, propagate_forward_time: 56.9462471008, propagate_backward_time: 84.4768829346, weight_update_time: 0.1566973478, other_time: 3.3718566895
epoch time: 12.1747331619s, input_fired_time: 0.1952095032, output_fired_time: 0.0000000000, propagate_forward_time: 11.4001369476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793867111
validation[          , genome  5019] predictions:    9690/  10000 (96.90%), best:    9759/10000 (97.59%), error:       934.65814, best error:       790.90405 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.8225555420s, input_fired_time: 1.5615495443, output_fired_time: 1.2951376438, propagate_forward_time: 53.4126968384, propagate_backward_time: 87.1992797852, weight_update_time: 0.1556887627, other_time: 3.3538894653
epoch time: 11.2674770355s, input_fired_time: 0.1992461085, output_fired_time: 0.0000000000, propagate_forward_time: 10.4761066437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921239853
validation[          , genome  5019] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       829.32898, best error:       790.90405 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.9025268555s, input_fired_time: 1.5443783998, output_fired_time: 1.3112374544, propagate_forward_time: 55.0407905579, propagate_backward_time: 85.6271362305, weight_update_time: 0.1577005833, other_time: 4.3789978027
epoch time: 12.4952850342s, input_fired_time: 0.2027554959, output_fired_time: 0.0000000000, propagate_forward_time: 11.6713705063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211585999
validation[          , genome  5019] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       854.32581, best error:       790.90405 on epoch:    90, 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: 59.6631965637s, input_fired_time: 0.9945397377, output_fired_time: 0.0000000000, propagate_forward_time: 54.5145950317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1540603638
best training[          , genome  5019] predictions:   49568/  50000 (99.14%), best:    9759/10000 (97.59%), error:      1725.92090, best error:       790.90405 on epoch:    90, 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: 11.3534364700s, input_fired_time: 0.1947344840, output_fired_time: 0.0000000000, propagate_forward_time: 10.5638923645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948095322
   testing[          , genome  5019] predictions:    9761/  10000 (97.61%), best:    9759/10000 (97.59%), error:       800.38104, best error:       790.90405 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:56:46 (9160): called boinc_finish(0)

</stderr_txt>
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