Nameexact_genome_1512568488_45_7122_1
Workunit2606809
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 23:25:10 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 12 min
CPU time4 hours 10 min 59 sec
Validate stateValid
Credit1,993.88
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.53 MB
Peak swap size158.90 MB
Peak disk usage2.09 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0000 (97.19%), best:    9719/10000 (97.19%), error:       959.82263, best error:       959.82263 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 137.9111480713s, input_fired_time: 1.3798017502, output_fired_time: 1.2183901072, propagate_forward_time: 52.0791702271, propagate_backward_time: 80.0727462769, weight_update_time: 0.1637717485, other_time: 3.1610412598
epoch time: 11.4036111832s, input_fired_time: 0.1719915271, output_fired_time: 0.0000000000, propagate_forward_time: 10.6763629913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552568436
validation[          , genome  7122] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       941.15765, best error:       941.15765 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 137.8458251953s, input_fired_time: 1.3764938116, output_fired_time: 1.2247264385, propagate_forward_time: 52.0610313416, propagate_backward_time: 80.0286254883, weight_update_time: 0.1577425450, other_time: 3.1549377441
epoch time: 11.0443897247s, input_fired_time: 0.1802562475, output_fired_time: 0.0000000000, propagate_forward_time: 10.3152818680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488519669
validation[          , genome  7122] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1072.41138, best error:       941.15765 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 137.1158599854s, input_fired_time: 1.3816003799, output_fired_time: 1.2333360910, propagate_forward_time: 51.7544860840, propagate_backward_time: 79.6083450317, weight_update_time: 0.1627067029, other_time: 3.1380844116
epoch time: 11.0517158508s, input_fired_time: 0.1780847013, output_fired_time: 0.0000000000, propagate_forward_time: 10.3186264038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550050735
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9722/10000 (97.22%), error:       950.60638, best error:       941.15765 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 136.4702453613s, input_fired_time: 1.3690533638, output_fired_time: 1.2063330412, propagate_forward_time: 51.4546394348, propagate_backward_time: 79.3670120239, weight_update_time: 0.1580703259, other_time: 3.0732192993
epoch time: 11.1191396713s, input_fired_time: 0.1728290021, output_fired_time: 0.0000000000, propagate_forward_time: 10.4018707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444402695
validation[          , genome  7122] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:      1022.95111, best error:       941.15765 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 137.0139770508s, input_fired_time: 1.3916422129, output_fired_time: 1.2454105616, propagate_forward_time: 51.6212615967, propagate_backward_time: 79.6142730713, weight_update_time: 0.1594992727, other_time: 3.1413879395
epoch time: 11.1920232773s, input_fired_time: 0.1772002280, output_fired_time: 0.0000000000, propagate_forward_time: 10.4663219452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485010147
validation[          , genome  7122] predictions:    9691/  10000 (96.91%), best:    9722/10000 (97.22%), error:       948.08759, best error:       941.15765 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 136.3517608643s, input_fired_time: 1.3747622967, output_fired_time: 1.2049528360, propagate_forward_time: 51.4275016785, propagate_backward_time: 79.1970901489, weight_update_time: 0.1596336216, other_time: 3.1474533081
epoch time: 11.0151891708s, input_fired_time: 0.1791867763, output_fired_time: 0.0000000000, propagate_forward_time: 10.3067770004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292253494
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       929.63916, best error:       929.63916 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.7217254639s, input_fired_time: 1.3764526844, output_fired_time: 1.2130649090, propagate_forward_time: 51.9715003967, propagate_backward_time: 80.0344848633, weight_update_time: 0.1575512141, other_time: 3.1262359619
epoch time: 11.0343770981s, input_fired_time: 0.1761721969, output_fired_time: 0.0000000000, propagate_forward_time: 10.3102312088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479736328
validation[          , genome  7122] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:      1003.31732, best error:       929.63916 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.1020965576s, input_fired_time: 1.3893290758, output_fired_time: 1.2019692659, propagate_forward_time: 51.3474845886, propagate_backward_time: 79.0295181274, weight_update_time: 0.1589316428, other_time: 3.1337966919
epoch time: 11.0690164566s, input_fired_time: 0.1720570475, output_fired_time: 0.0000000000, propagate_forward_time: 10.3631305695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338287354
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       868.58057, best error:       868.58057 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.4709014893s, input_fired_time: 1.3927475214, output_fired_time: 1.2070425749, propagate_forward_time: 51.4917297363, propagate_backward_time: 79.2560653687, weight_update_time: 0.1605616659, other_time: 3.1233139038
epoch time: 11.5427274704s, input_fired_time: 0.1860819906, output_fired_time: 0.0000000000, propagate_forward_time: 10.7989091873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577363968
validation[          , genome  7122] predictions:    9667/  10000 (96.67%), best:    9746/10000 (97.46%), error:      1065.54419, best error:       868.58057 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 137.7826232910s, input_fired_time: 1.3971797228, output_fired_time: 1.2278679609, propagate_forward_time: 51.9991950989, propagate_backward_time: 79.9847946167, weight_update_time: 0.1616086066, other_time: 3.1735763550
epoch time: 10.9815902710s, input_fired_time: 0.1743852496, output_fired_time: 0.0000000000, propagate_forward_time: 10.2416734695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655317307
validation[          , genome  7122] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       885.63684, best error:       868.58057 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.2378387451s, input_fired_time: 1.3791160583, output_fired_time: 1.2140417099, propagate_forward_time: 52.1727790833, propagate_backward_time: 80.3242797852, weight_update_time: 0.1585649997, other_time: 3.1476287842
epoch time: 10.9543561935s, input_fired_time: 0.1729981899, output_fired_time: 0.0000000000, propagate_forward_time: 10.2558841705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254735947
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       995.82318, best error:       868.58057 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 136.1124877930s, input_fired_time: 1.3546707630, output_fired_time: 1.2127239704, propagate_forward_time: 51.3906402588, propagate_backward_time: 79.1012115479, weight_update_time: 0.1606089324, other_time: 3.0532379150
epoch time: 11.0657634735s, input_fired_time: 0.1720906496, output_fired_time: 0.0000000000, propagate_forward_time: 10.3449306488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487422943
validation[          , genome  7122] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:       972.15668, best error:       868.58057 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.0200042725s, input_fired_time: 1.3849269152, output_fired_time: 1.2074913979, propagate_forward_time: 51.3491935730, propagate_backward_time: 78.9298095703, weight_update_time: 0.1589767933, other_time: 3.1485748291
epoch time: 11.1126451492s, input_fired_time: 0.1760776192, output_fired_time: 0.0000000000, propagate_forward_time: 10.3895635605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470037460
validation[          , genome  7122] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       902.78265, best error:       868.58057 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 137.9116668701s, input_fired_time: 1.3789973259, output_fired_time: 1.2322326899, propagate_forward_time: 52.0756721497, propagate_backward_time: 80.1011352539, weight_update_time: 0.1624507755, other_time: 3.1236267090
epoch time: 11.1012392044s, input_fired_time: 0.1759563386, output_fired_time: 0.0000000000, propagate_forward_time: 10.3801240921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451583862
validation[          , genome  7122] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       931.76154, best error:       868.58057 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 137.1409301758s, input_fired_time: 1.3646188974, output_fired_time: 1.2145936489, propagate_forward_time: 51.7818832397, propagate_backward_time: 79.7284774780, weight_update_time: 0.1566839367, other_time: 3.0513458252
epoch time: 10.8923864365s, input_fired_time: 0.1770227104, output_fired_time: 0.0000000000, propagate_forward_time: 10.1603050232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550584793
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       934.26678, best error:       868.58057 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 136.2559661865s, input_fired_time: 1.3703510761, output_fired_time: 1.2140731812, propagate_forward_time: 51.4409484863, propagate_backward_time: 79.1468429565, weight_update_time: 0.1589639187, other_time: 3.0837478638
epoch time: 11.0277652740s, input_fired_time: 0.1798239946, output_fired_time: 0.0000000000, propagate_forward_time: 10.3050117493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429296494
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       891.94708, best error:       868.58057 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.1838226318s, input_fired_time: 1.3908703327, output_fired_time: 1.2102286816, propagate_forward_time: 51.3427238464, propagate_backward_time: 79.1242523193, weight_update_time: 0.1594104320, other_time: 3.1157379150
epoch time: 10.8894643784s, input_fired_time: 0.1763400882, output_fired_time: 0.0000000000, propagate_forward_time: 10.1715450287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415792465
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       859.74219, best error:       859.74219 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.5825500488s, input_fired_time: 1.3854547739, output_fired_time: 1.2157678604, propagate_forward_time: 52.2319030762, propagate_backward_time: 80.5952606201, weight_update_time: 0.1583246142, other_time: 3.1541595459
epoch time: 11.1301441193s, input_fired_time: 0.1780310571, output_fired_time: 0.0000000000, propagate_forward_time: 10.4106073380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415058136
validation[          , genome  7122] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       911.19281, best error:       859.74219 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 137.3709716797s, input_fired_time: 1.3824387789, output_fired_time: 1.2208923101, propagate_forward_time: 51.8906936646, propagate_backward_time: 79.8132476807, weight_update_time: 0.1567714065, other_time: 3.0636978149
epoch time: 11.1413841248s, input_fired_time: 0.1791649908, output_fired_time: 0.0000000000, propagate_forward_time: 10.4212741852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409450531
validation[          , genome  7122] predictions:    9762/  10000 (97.62%), best:    9732/10000 (97.32%), error:       863.77820, best error:       859.74219 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.4964904785s, input_fired_time: 1.3744188547, output_fired_time: 1.2015323639, propagate_forward_time: 51.5369758606, propagate_backward_time: 79.2472534180, weight_update_time: 0.1591290385, other_time: 3.1363067627
epoch time: 10.9266767502s, input_fired_time: 0.1761611104, output_fired_time: 0.0000000000, propagate_forward_time: 10.2131261826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373897552
validation[          , genome  7122] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       958.36523, best error:       859.74219 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 136.6041870117s, input_fired_time: 1.3784136772, output_fired_time: 1.2026621103, propagate_forward_time: 51.5575141907, propagate_backward_time: 79.3589019775, weight_update_time: 0.1602952033, other_time: 3.1066894531
epoch time: 10.6995487213s, input_fired_time: 0.1733434051, output_fired_time: 0.0000000000, propagate_forward_time: 9.9784116745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477933884
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       856.24255, best error:       856.24255 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 136.4759368896s, input_fired_time: 1.3987693787, output_fired_time: 1.2128835917, propagate_forward_time: 51.4821243286, propagate_backward_time: 79.2536315918, weight_update_time: 0.1593263745, other_time: 3.1285171509
epoch time: 11.2064228058s, input_fired_time: 0.1776886731, output_fired_time: 0.0000000000, propagate_forward_time: 10.4820251465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467090607
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       961.21875, best error:       856.24255 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 137.4945678711s, input_fired_time: 1.3746038675, output_fired_time: 1.2201321125, propagate_forward_time: 51.8086662292, propagate_backward_time: 79.9455947876, weight_update_time: 0.1598450840, other_time: 3.1455612183
epoch time: 11.3339443207s, input_fired_time: 0.1832841039, output_fired_time: 0.0000000000, propagate_forward_time: 10.5849370956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657234192
validation[          , genome  7122] predictions:    9733/  10000 (97.33%), best:    9739/10000 (97.39%), error:       934.88245, best error:       856.24255 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.2378082275s, input_fired_time: 1.3960700035, output_fired_time: 1.2028555870, propagate_forward_time: 51.3118209839, propagate_backward_time: 79.1514587402, weight_update_time: 0.1588515192, other_time: 3.1756057739
epoch time: 11.0640363693s, input_fired_time: 0.1814732105, output_fired_time: 0.0000000000, propagate_forward_time: 10.3418350220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407285690
validation[          , genome  7122] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       840.00275, best error:       840.00275 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 136.2868347168s, input_fired_time: 1.3802976608, output_fired_time: 1.2102928162, propagate_forward_time: 51.3776206970, propagate_backward_time: 79.1977005005, weight_update_time: 0.1696375608, other_time: 3.1209182739
epoch time: 11.4469728470s, input_fired_time: 0.1793812960, output_fired_time: 0.0000000000, propagate_forward_time: 10.7127180099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548734665
validation[          , genome  7122] predictions:    9666/  10000 (96.66%), best:    9755/10000 (97.55%), error:      1127.81555, best error:       840.00275 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.4982147217s, input_fired_time: 1.3966857195, output_fired_time: 1.2024446726, propagate_forward_time: 52.2951164246, propagate_backward_time: 80.4690399170, weight_update_time: 0.1626268178, other_time: 3.1349334717
epoch time: 11.0558423996s, input_fired_time: 0.1778898984, output_fired_time: 0.0000000000, propagate_forward_time: 10.3404588699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374937057
validation[          , genome  7122] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       999.58911, best error:       840.00275 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 135.9964294434s, input_fired_time: 1.3925073147, output_fired_time: 1.2124805450, propagate_forward_time: 51.3265800476, propagate_backward_time: 78.9452362061, weight_update_time: 0.1592281461, other_time: 3.1196289063
epoch time: 11.0514678955s, input_fired_time: 0.1745163947, output_fired_time: 0.0000000000, propagate_forward_time: 10.3488445282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281066895
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       812.41107, best error:       812.41107 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.0098724365s, input_fired_time: 1.3849073648, output_fired_time: 1.2118455172, propagate_forward_time: 51.6985549927, propagate_backward_time: 79.6172943115, weight_update_time: 0.1585133672, other_time: 3.0972671509
epoch time: 11.0963230133s, input_fired_time: 0.1762252003, output_fired_time: 0.0000000000, propagate_forward_time: 10.3834447861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366525650
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       832.55432, best error:       812.41107 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 136.7060241699s, input_fired_time: 1.3833352327, output_fired_time: 1.2222577333, propagate_forward_time: 51.5792388916, propagate_backward_time: 79.4423675537, weight_update_time: 0.1595639735, other_time: 3.0788269043
epoch time: 11.1300821304s, input_fired_time: 0.1781993955, output_fired_time: 0.0000000000, propagate_forward_time: 10.4129400253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389423370
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       920.92419, best error:       812.41107 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.0363922119s, input_fired_time: 1.4162817001, output_fired_time: 1.2177635431, propagate_forward_time: 52.1552314758, propagate_backward_time: 80.0934448242, weight_update_time: 0.1622518450, other_time: 3.1536865234
epoch time: 11.1668958664s, input_fired_time: 0.1853647083, output_fired_time: 0.0000000000, propagate_forward_time: 10.4392366409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422945023
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       943.50024, best error:       812.41107 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 137.4746856689s, input_fired_time: 1.3879940510, output_fired_time: 1.2179085016, propagate_forward_time: 51.9670791626, propagate_backward_time: 79.8353652954, weight_update_time: 0.1566621214, other_time: 3.0663299561
epoch time: 11.1085662842s, input_fired_time: 0.1775039732, output_fired_time: 0.0000000000, propagate_forward_time: 10.3878831863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431795120
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       939.23956, best error:       812.41107 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 136.6114654541s, input_fired_time: 1.4011312723, output_fired_time: 1.2222343683, propagate_forward_time: 51.5193252563, propagate_backward_time: 79.3647994995, weight_update_time: 0.1588335186, other_time: 3.1039733887
epoch time: 11.1021833420s, input_fired_time: 0.1747602224, output_fired_time: 0.0000000000, propagate_forward_time: 10.3920593262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353641510
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       888.65070, best error:       812.41107 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.0910644531s, input_fired_time: 1.3995559216, output_fired_time: 1.2176272869, propagate_forward_time: 51.6797142029, propagate_backward_time: 79.7054214478, weight_update_time: 0.1577140391, other_time: 3.0887527466
epoch time: 11.2093734741s, input_fired_time: 0.1808835715, output_fired_time: 0.0000000000, propagate_forward_time: 10.4958305359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326595306
validation[          , genome  7122] predictions:    9740/  10000 (97.40%), best:    9766/10000 (97.66%), error:       877.43909, best error:       812.41107 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 139.5593414307s, input_fired_time: 1.3811142445, output_fired_time: 1.2280187607, propagate_forward_time: 52.6352043152, propagate_backward_time: 81.1209869385, weight_update_time: 0.1632310450, other_time: 3.1940155029
epoch time: 11.1518859863s, input_fired_time: 0.1827132404, output_fired_time: 0.0000000000, propagate_forward_time: 10.4355058670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336666107
validation[          , genome  7122] predictions:    9726/  10000 (97.26%), best:    9766/10000 (97.66%), error:       902.22668, best error:       812.41107 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 136.7412567139s, input_fired_time: 1.4052020311, output_fired_time: 1.2127443552, propagate_forward_time: 51.6275749207, propagate_backward_time: 79.3694610596, weight_update_time: 0.1599299014, other_time: 3.1262817383
epoch time: 11.2881412506s, input_fired_time: 0.1851490736, output_fired_time: 0.0000000000, propagate_forward_time: 10.5642700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387220383
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       861.88129, best error:       812.41107 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 136.9683990479s, input_fired_time: 1.4007678032, output_fired_time: 1.2309918404, propagate_forward_time: 51.7367172241, propagate_backward_time: 79.4943542480, weight_update_time: 0.1583855450, other_time: 3.1055679321
epoch time: 11.0565757751s, input_fired_time: 0.1796220094, output_fired_time: 0.0000000000, propagate_forward_time: 10.3401145935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368394852
validation[          , genome  7122] predictions:    9702/  10000 (97.02%), best:    9766/10000 (97.66%), error:       951.08246, best error:       812.41107 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 137.0528717041s, input_fired_time: 1.3945298195, output_fired_time: 1.2312629223, propagate_forward_time: 51.7021255493, propagate_backward_time: 79.5619125366, weight_update_time: 0.1596843451, other_time: 3.1630401611
epoch time: 11.1209535599s, input_fired_time: 0.1768219173, output_fired_time: 0.0000000000, propagate_forward_time: 10.4075698853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365619659
validation[          , genome  7122] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       811.34283, best error:       811.34283 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 139.4332427979s, input_fired_time: 1.4099763632, output_fired_time: 1.2330058813, propagate_forward_time: 52.6290893555, propagate_backward_time: 81.0495300293, weight_update_time: 0.1625375152, other_time: 3.1116485596
epoch time: 10.9754924774s, input_fired_time: 0.1805377603, output_fired_time: 0.0000000000, propagate_forward_time: 10.2541246414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408296585
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       893.45709, best error:       811.34283 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 136.5334472656s, input_fired_time: 1.4153177738, output_fired_time: 1.2227740288, propagate_forward_time: 51.5259170532, propagate_backward_time: 79.2285003662, weight_update_time: 0.1592952013, other_time: 3.1409378052
epoch time: 11.1249551773s, input_fired_time: 0.1811040640, output_fired_time: 0.0000000000, propagate_forward_time: 10.3889131546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549383163
validation[          , genome  7122] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       835.58771, best error:       811.34283 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 136.7084808350s, input_fired_time: 1.3865934610, output_fired_time: 1.1994271278, propagate_forward_time: 51.6023826599, propagate_backward_time: 79.3933486938, weight_update_time: 0.1623949856, other_time: 3.1267166138
epoch time: 11.0126123428s, input_fired_time: 0.1744479984, output_fired_time: 0.0000000000, propagate_forward_time: 10.2995347977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386295319
validation[          , genome  7122] predictions:    9662/  10000 (96.62%), best:    9770/10000 (97.70%), error:      1101.23584, best error:       811.34283 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.7038879395s, input_fired_time: 1.4023354053, output_fired_time: 1.2201150656, propagate_forward_time: 51.5478477478, propagate_backward_time: 79.4255676270, weight_update_time: 0.1647443026, other_time: 3.1080322266
epoch time: 10.9547853470s, input_fired_time: 0.1756967902, output_fired_time: 0.0000000000, propagate_forward_time: 10.2426347733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364542007
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       855.16492, best error:       811.34283 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.9762725830s, input_fired_time: 1.4105031490, output_fired_time: 1.2316156626, propagate_forward_time: 52.4376144409, propagate_backward_time: 80.7236251831, weight_update_time: 0.1708658338, other_time: 3.1729125977
epoch time: 11.2368879318s, input_fired_time: 0.1764188111, output_fired_time: 0.0000000000, propagate_forward_time: 10.4969215393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635471344
validation[          , genome  7122] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       866.09406, best error:       811.34283 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 137.4583129883s, input_fired_time: 1.3746042252, output_fired_time: 1.2108914852, propagate_forward_time: 51.9303588867, propagate_backward_time: 79.8962249756, weight_update_time: 0.1611933559, other_time: 3.0462341309
epoch time: 11.0061655045s, input_fired_time: 0.1772239059, output_fired_time: 0.0000000000, propagate_forward_time: 10.2930059433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359354019
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       881.58081, best error:       811.34283 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 136.8776397705s, input_fired_time: 1.4060707092, output_fired_time: 1.2216584682, propagate_forward_time: 51.6802139282, propagate_backward_time: 79.4588088989, weight_update_time: 0.1585634351, other_time: 3.1108856201
epoch time: 11.3248672485s, input_fired_time: 0.1771411896, output_fired_time: 0.0000000000, propagate_forward_time: 10.5960130692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517129898
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       838.89063, best error:       811.34283 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 137.7044525146s, input_fired_time: 1.4226766825, output_fired_time: 1.2135550976, propagate_forward_time: 51.9093360901, propagate_backward_time: 80.0487365723, weight_update_time: 0.1587604433, other_time: 3.1101379395
epoch time: 11.0767850876s, input_fired_time: 0.1854809225, output_fired_time: 0.0000000000, propagate_forward_time: 10.3426504135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486536026
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       839.24933, best error:       811.34283 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.8182830811s, input_fired_time: 1.4220141172, output_fired_time: 1.2508559227, propagate_forward_time: 52.7564964294, propagate_backward_time: 81.1285476685, weight_update_time: 0.1697978526, other_time: 3.2603683472
epoch time: 10.9903631210s, input_fired_time: 0.1795041859, output_fired_time: 0.0000000000, propagate_forward_time: 10.2742061615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366525650
validation[          , genome  7122] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       888.55963, best error:       811.34283 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 137.4108581543s, input_fired_time: 1.4163458347, output_fired_time: 1.2090255022, propagate_forward_time: 51.8144035339, propagate_backward_time: 79.8752441406, weight_update_time: 0.1580716819, other_time: 3.0958251953
epoch time: 11.3046216965s, input_fired_time: 0.1870411038, output_fired_time: 0.0000000000, propagate_forward_time: 10.5651597977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524206161
validation[          , genome  7122] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       772.38177, best error:       772.38177 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 136.2756805420s, input_fired_time: 1.3925687075, output_fired_time: 1.2069087029, propagate_forward_time: 51.3861198425, propagate_backward_time: 79.2137985229, weight_update_time: 0.1576727927, other_time: 3.0762863159
epoch time: 11.0212497711s, input_fired_time: 0.1816439778, output_fired_time: 0.0000000000, propagate_forward_time: 10.3031930923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364122391
validation[          , genome  7122] predictions:    9742/  10000 (97.42%), best:    9782/10000 (97.82%), error:       845.60443, best error:       772.38177 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 135.9940032959s, input_fired_time: 1.3994352818, output_fired_time: 1.2033863068, propagate_forward_time: 51.3658409119, propagate_backward_time: 78.9123229980, weight_update_time: 0.1590593457, other_time: 3.1130218506
epoch time: 11.0094347000s, input_fired_time: 0.1803222448, output_fired_time: 0.0000000000, propagate_forward_time: 10.2870893478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420227051
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       895.31720, best error:       772.38177 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 138.6967010498s, input_fired_time: 1.4237266779, output_fired_time: 1.2572429180, propagate_forward_time: 52.2960662842, propagate_backward_time: 80.5613861084, weight_update_time: 0.1627778858, other_time: 3.1582794189
epoch time: 11.2091083527s, input_fired_time: 0.1781560034, output_fired_time: 0.0000000000, propagate_forward_time: 10.4947385788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362138748
validation[          , genome  7122] predictions:    9731/  10000 (97.31%), best:    9782/10000 (97.82%), error:       902.16943, best error:       772.38177 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 136.8318634033s, input_fired_time: 1.4036540985, output_fired_time: 1.2109595537, propagate_forward_time: 51.5974464417, propagate_backward_time: 79.5164947510, weight_update_time: 0.1585012376, other_time: 3.1033172607
epoch time: 11.1392421722s, input_fired_time: 0.1769339740, output_fired_time: 0.0000000000, propagate_forward_time: 10.4218292236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404787064
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9782/10000 (97.82%), error:      1018.70306, best error:       772.38177 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 136.8835296631s, input_fired_time: 1.4195619822, output_fired_time: 1.2285727262, propagate_forward_time: 51.6409339905, propagate_backward_time: 79.4286270142, weight_update_time: 0.1594162136, other_time: 3.1658401489
epoch time: 11.0106172562s, input_fired_time: 0.1823093742, output_fired_time: 0.0000000000, propagate_forward_time: 10.2853240967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429840088
validation[          , genome  7122] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       786.93866, best error:       772.38177 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 136.8977508545s, input_fired_time: 1.4057356119, output_fired_time: 1.2232357264, propagate_forward_time: 51.5980339050, propagate_backward_time: 79.5435562134, weight_update_time: 0.1580992043, other_time: 3.1271896362
epoch time: 11.0342035294s, input_fired_time: 0.1838017255, output_fired_time: 0.0000000000, propagate_forward_time: 10.3162126541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341892242
validation[          , genome  7122] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       807.47162, best error:       772.38177 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.1712951660s, input_fired_time: 1.4030685425, output_fired_time: 1.2065590620, propagate_forward_time: 51.3105163574, propagate_backward_time: 79.1288223267, weight_update_time: 0.1592899859, other_time: 3.1223220825
epoch time: 11.4764280319s, input_fired_time: 0.1890550107, output_fired_time: 0.0000000000, propagate_forward_time: 10.7283601761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590124130
validation[          , genome  7122] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       939.57745, best error:       772.38177 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.0853576660s, input_fired_time: 1.4062660933, output_fired_time: 1.2070323229, propagate_forward_time: 51.6966400146, propagate_backward_time: 79.6524429321, weight_update_time: 0.1614942700, other_time: 3.1229782104
epoch time: 11.3379564285s, input_fired_time: 0.1806734502, output_fired_time: 0.0000000000, propagate_forward_time: 10.6226778030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346050262
validation[          , genome  7122] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       799.62860, best error:       772.38177 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.6556396484s, input_fired_time: 1.4085260630, output_fired_time: 1.2174216509, propagate_forward_time: 51.5242118835, propagate_backward_time: 79.3746490479, weight_update_time: 0.1597487032, other_time: 3.1308288574
epoch time: 11.0670719147s, input_fired_time: 0.1820845753, output_fired_time: 0.0000000000, propagate_forward_time: 10.3407649994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442218781
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       820.52527, best error:       772.38177 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.0158691406s, input_fired_time: 1.4203487635, output_fired_time: 1.2205281258, propagate_forward_time: 51.6218566895, propagate_backward_time: 79.6184616089, weight_update_time: 0.1588952988, other_time: 3.1346664429
epoch time: 11.0824594498s, input_fired_time: 0.1793685108, output_fired_time: 0.0000000000, propagate_forward_time: 10.3629875183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401029587
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       780.02924, best error:       772.38177 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 137.3019714355s, input_fired_time: 1.4090056419, output_fired_time: 1.2232363224, propagate_forward_time: 51.8061027527, propagate_backward_time: 79.7156829834, weight_update_time: 0.1591271013, other_time: 3.1479339600
epoch time: 11.0548601151s, input_fired_time: 0.1828286946, output_fired_time: 0.0000000000, propagate_forward_time: 10.3410139084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310173035
validation[          , genome  7122] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       900.82117, best error:       772.38177 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 136.3235931396s, input_fired_time: 1.4140007496, output_fired_time: 1.2161895037, propagate_forward_time: 51.3708305359, propagate_backward_time: 79.1691589355, weight_update_time: 0.1598500013, other_time: 3.1534118652
epoch time: 11.3784332275s, input_fired_time: 0.1847890019, output_fired_time: 0.0000000000, propagate_forward_time: 10.6298818588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637626648
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       786.07056, best error:       772.38177 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 136.1162261963s, input_fired_time: 1.3917462826, output_fired_time: 1.2219337225, propagate_forward_time: 51.3475303650, propagate_backward_time: 79.0550918579, weight_update_time: 0.1575475931, other_time: 3.0999221802
epoch time: 11.0899114609s, input_fired_time: 0.1776970923, output_fired_time: 0.0000000000, propagate_forward_time: 10.3785076141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337066650
validation[          , genome  7122] predictions:    9700/  10000 (97.00%), best:    9782/10000 (97.82%), error:       984.28503, best error:       772.38177 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 136.9129180908s, input_fired_time: 1.4057446718, output_fired_time: 1.2239981890, propagate_forward_time: 51.6309394836, propagate_backward_time: 79.5090866089, weight_update_time: 0.1667611152, other_time: 3.1431503296
epoch time: 10.9765977859s, input_fired_time: 0.1790808141, output_fired_time: 0.0000000000, propagate_forward_time: 10.2553968430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421199799
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       842.54877, best error:       772.38177 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.8396606445s, input_fired_time: 1.4168941975, output_fired_time: 1.2466416359, propagate_forward_time: 52.3518791199, propagate_backward_time: 80.6555633545, weight_update_time: 0.1634342074, other_time: 3.1686706543
epoch time: 11.2501525879s, input_fired_time: 0.1906546950, output_fired_time: 0.0000000000, propagate_forward_time: 10.4966516495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628461838
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9782/10000 (97.82%), error:       897.22333, best error:       772.38177 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 137.3458709717s, input_fired_time: 1.3977159262, output_fired_time: 1.2168562412, propagate_forward_time: 51.8571929932, propagate_backward_time: 79.7677536011, weight_update_time: 0.1627813131, other_time: 3.1063461304
epoch time: 11.1009874344s, input_fired_time: 0.1796377897, output_fired_time: 0.0000000000, propagate_forward_time: 10.3807182312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406312943
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9782/10000 (97.82%), error:       972.27325, best error:       772.38177 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 136.2960968018s, input_fired_time: 1.4227576256, output_fired_time: 1.2149727345, propagate_forward_time: 51.4357643127, propagate_backward_time: 79.1017684937, weight_update_time: 0.1594596356, other_time: 3.1208419800
epoch time: 11.1193714142s, input_fired_time: 0.1867524683, output_fired_time: 0.0000000000, propagate_forward_time: 10.3767280579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558910370
validation[          , genome  7122] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       829.79163, best error:       772.38177 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 136.4690246582s, input_fired_time: 1.4168101549, output_fired_time: 1.2078182697, propagate_forward_time: 51.4881057739, propagate_backward_time: 79.2071990967, weight_update_time: 0.1596665978, other_time: 3.1490859985
epoch time: 10.9848012924s, input_fired_time: 0.1811698079, output_fired_time: 0.0000000000, propagate_forward_time: 10.2679491043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356826782
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9782/10000 (97.82%), error:       967.64343, best error:       772.38177 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.8220672607s, input_fired_time: 1.4347916842, output_fired_time: 1.2182669640, propagate_forward_time: 52.0407257080, propagate_backward_time: 79.9815521240, weight_update_time: 0.1632130146, other_time: 3.1467285156
epoch time: 11.0895118713s, input_fired_time: 0.1790793836, output_fired_time: 0.0000000000, propagate_forward_time: 10.3675842285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428485870
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       829.68420, best error:       772.38177 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 136.8732910156s, input_fired_time: 1.3968296051, output_fired_time: 1.2186141014, propagate_forward_time: 51.6856765747, propagate_backward_time: 79.5278854370, weight_update_time: 0.1557927132, other_time: 3.0442810059
epoch time: 11.2646732330s, input_fired_time: 0.1808619350, output_fired_time: 0.0000000000, propagate_forward_time: 10.5291633606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546483994
validation[          , genome  7122] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       876.28699, best error:       772.38177 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.7809906006s, input_fired_time: 1.4215915203, output_fired_time: 1.2059917450, propagate_forward_time: 51.6164398193, propagate_backward_time: 79.4241256714, weight_update_time: 0.1604171544, other_time: 3.1128463745
epoch time: 10.9961605072s, input_fired_time: 0.1814441085, output_fired_time: 0.0000000000, propagate_forward_time: 10.2732820511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414342880
validation[          , genome  7122] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       823.63568, best error:       772.38177 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.0454559326s, input_fired_time: 1.4201005697, output_fired_time: 1.2172728777, propagate_forward_time: 51.6370201111, propagate_backward_time: 79.6710281372, weight_update_time: 0.1591295749, other_time: 3.1000289917
epoch time: 11.0365333557s, input_fired_time: 0.1849807799, output_fired_time: 0.0000000000, propagate_forward_time: 10.3075275421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440254211
validation[          , genome  7122] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       822.15424, best error:       772.38177 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 139.7431335449s, input_fired_time: 1.4368062019, output_fired_time: 1.2361905575, propagate_forward_time: 52.6974830627, propagate_backward_time: 81.1770935059, weight_update_time: 0.1679046452, other_time: 3.1955566406
epoch time: 10.9069194794s, input_fired_time: 0.1808473766, output_fired_time: 0.0000000000, propagate_forward_time: 10.1793708801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467014313
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       865.13251, best error:       772.38177 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.7409057617s, input_fired_time: 1.4541941881, output_fired_time: 1.2129051685, propagate_forward_time: 51.9769096375, propagate_backward_time: 79.9683151245, weight_update_time: 0.1632821858, other_time: 3.1285781860
epoch time: 11.0444192886s, input_fired_time: 0.1838517934, output_fired_time: 0.0000000000, propagate_forward_time: 10.3150243759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455427170
validation[          , genome  7122] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       788.88611, best error:       772.38177 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 136.9251708984s, input_fired_time: 1.4113528728, output_fired_time: 1.2035462856, propagate_forward_time: 51.6365776062, propagate_backward_time: 79.5826416016, weight_update_time: 0.1568828374, other_time: 3.0910491943
epoch time: 11.0206317902s, input_fired_time: 0.1841970235, output_fired_time: 0.0000000000, propagate_forward_time: 10.2911243439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453100204
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9782/10000 (97.82%), error:       958.17279, best error:       772.38177 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 136.8989715576s, input_fired_time: 1.4067366123, output_fired_time: 1.2084070444, propagate_forward_time: 51.6176986694, propagate_backward_time: 79.5515213013, weight_update_time: 0.1624203920, other_time: 3.1146087646
epoch time: 11.0663404465s, input_fired_time: 0.1816186607, output_fired_time: 0.0000000000, propagate_forward_time: 10.3496837616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350379944
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9782/10000 (97.82%), error:       968.77942, best error:       772.38177 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 136.5416259766s, input_fired_time: 1.4324901104, output_fired_time: 1.2193595171, propagate_forward_time: 51.4595413208, propagate_backward_time: 79.2819442749, weight_update_time: 0.1604110897, other_time: 3.1482849121
epoch time: 10.9542064667s, input_fired_time: 0.1844496727, output_fired_time: 0.0000000000, propagate_forward_time: 10.2281932831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415630341
validation[          , genome  7122] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       765.95612, best error:       765.95612 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.6292724609s, input_fired_time: 1.4158283472, output_fired_time: 1.2049812078, propagate_forward_time: 51.5372238159, propagate_backward_time: 79.3398590088, weight_update_time: 0.1587114036, other_time: 3.1313705444
epoch time: 11.0353317261s, input_fired_time: 0.1794546694, output_fired_time: 0.0000000000, propagate_forward_time: 10.3073768616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485000610
validation[          , genome  7122] predictions:    9780/  10000 (97.80%), best:    9777/10000 (97.77%), error:       770.32257, best error:       765.95612 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 136.9315185547s, input_fired_time: 1.4224516153, output_fired_time: 1.2154353857, propagate_forward_time: 51.6550407410, propagate_backward_time: 79.5567474365, weight_update_time: 0.1622137874, other_time: 3.0818328857
epoch time: 11.0303506851s, input_fired_time: 0.1822659522, output_fired_time: 0.0000000000, propagate_forward_time: 10.3061237335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419607162
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       890.99127, best error:       765.95612 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 136.8518066406s, input_fired_time: 1.4314670563, output_fired_time: 1.2127659321, propagate_forward_time: 51.5774993896, propagate_backward_time: 79.5085525513, weight_update_time: 0.1597148031, other_time: 3.1215133667
epoch time: 11.2141256332s, input_fired_time: 0.1841421723, output_fired_time: 0.0000000000, propagate_forward_time: 10.4812231064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487604141
validation[          , genome  7122] predictions:    9657/  10000 (96.57%), best:    9777/10000 (97.77%), error:      1101.61646, best error:       765.95612 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.5570068359s, input_fired_time: 1.4310640097, output_fired_time: 1.2245199680, propagate_forward_time: 51.9631690979, propagate_backward_time: 79.7858352661, weight_update_time: 0.1584175825, other_time: 3.1524276733
epoch time: 11.0745868683s, input_fired_time: 0.1842397898, output_fired_time: 0.0000000000, propagate_forward_time: 10.3456201553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447273254
validation[          , genome  7122] predictions:    9727/  10000 (97.27%), best:    9777/10000 (97.77%), error:       919.81622, best error:       765.95612 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.8131256104s, input_fired_time: 1.4216676950, output_fired_time: 1.2214465141, propagate_forward_time: 51.6239929199, propagate_backward_time: 79.4146804810, weight_update_time: 0.1589660347, other_time: 3.1313400269
epoch time: 11.3975114822s, input_fired_time: 0.1857496500, output_fired_time: 0.0000000000, propagate_forward_time: 10.6638374329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479240417
validation[          , genome  7122] predictions:    9734/  10000 (97.34%), best:    9777/10000 (97.77%), error:       884.02100, best error:       765.95612 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 138.2259368896s, input_fired_time: 1.4146537781, output_fired_time: 1.2265502214, propagate_forward_time: 52.2578048706, propagate_backward_time: 80.2553863525, weight_update_time: 0.1566629410, other_time: 3.0715408325
epoch time: 11.2831707001s, input_fired_time: 0.1813605130, output_fired_time: 0.0000000000, propagate_forward_time: 10.5522117615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495986938
validation[          , genome  7122] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       837.15149, best error:       765.95612 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.5729522705s, input_fired_time: 1.4250608683, output_fired_time: 1.2510529757, propagate_forward_time: 52.2254638672, propagate_backward_time: 80.5359878540, weight_update_time: 0.1603322774, other_time: 3.1353836060
epoch time: 11.1226749420s, input_fired_time: 0.1816143841, output_fired_time: 0.0000000000, propagate_forward_time: 10.4003677368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406932831
validation[          , genome  7122] predictions:    9721/  10000 (97.21%), best:    9777/10000 (97.77%), error:       995.62976, best error:       765.95612 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.2146911621s, input_fired_time: 1.4347039461, output_fired_time: 1.2322659492, propagate_forward_time: 51.7816925049, propagate_backward_time: 79.6220397949, weight_update_time: 0.1644925475, other_time: 3.1439819336
epoch time: 11.1956634521s, input_fired_time: 0.1877122074, output_fired_time: 0.0000000000, propagate_forward_time: 10.4632654190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446853638
validation[          , genome  7122] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       796.63715, best error:       765.95612 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 137.0202484131s, input_fired_time: 1.4243686199, output_fired_time: 1.2049003839, propagate_forward_time: 51.5940513611, propagate_backward_time: 79.6923980713, weight_update_time: 0.1569908261, other_time: 3.1045379639
epoch time: 10.9994220734s, input_fired_time: 0.1852846891, output_fired_time: 0.0000000000, propagate_forward_time: 10.2694530487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446844101
validation[          , genome  7122] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       807.52106, best error:       765.95612 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 137.7819824219s, input_fired_time: 1.4077304602, output_fired_time: 1.2244964838, propagate_forward_time: 52.0885162354, propagate_backward_time: 80.0444793701, weight_update_time: 0.1558871716, other_time: 3.0167541504
epoch time: 11.0972986221s, input_fired_time: 0.1860029399, output_fired_time: 0.0000000000, propagate_forward_time: 10.3826074600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286884308
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9777/10000 (97.77%), error:       788.00580, best error:       765.95612 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.5012817383s, input_fired_time: 1.4179254770, output_fired_time: 1.2108292580, propagate_forward_time: 51.4359397888, propagate_backward_time: 79.3715362549, weight_update_time: 0.1580589861, other_time: 3.0650482178
epoch time: 10.9926319122s, input_fired_time: 0.1845496148, output_fired_time: 0.0000000000, propagate_forward_time: 10.2750778198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330047607
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       812.23022, best error:       765.95612 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.4624023438s, input_fired_time: 1.4206813574, output_fired_time: 1.2297230959, propagate_forward_time: 51.4643592834, propagate_backward_time: 79.2386169434, weight_update_time: 0.1582350135, other_time: 3.1090240479
epoch time: 11.1407966614s, input_fired_time: 0.1833244860, output_fired_time: 0.0000000000, propagate_forward_time: 10.4155206680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419511795
validation[          , genome  7122] predictions:    9649/  10000 (96.49%), best:    9777/10000 (97.77%), error:      1146.47327, best error:       765.95612 on epoch:    88, 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: 55.3137130737s, input_fired_time: 0.9215983748, output_fired_time: 0.0000000000, propagate_forward_time: 51.5180778503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8740386963
best training[          , genome  7122] predictions:   49670/  50000 (99.34%), best:    9777/10000 (97.77%), error:      1414.85083, best error:       765.95612 on epoch:    88, 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: 11.0185947418s, input_fired_time: 0.1828218848, output_fired_time: 0.0000000000, propagate_forward_time: 10.2937755585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419969559
   testing[          , genome  7122] predictions:    9791/  10000 (97.91%), best:    9777/10000 (97.77%), error:       699.91205, best error:       765.95612 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:49:00 (2372): called boinc_finish(0)

</stderr_txt>
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