Nameexact_genome_1512568488_45_6562_0
Workunit2604009
Created7 Dec 2017, 20:30:21 UTC
Sent7 Dec 2017, 20:36:26 UTC
Report deadline15 Dec 2017, 17:42:29 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 12 min 41 sec
CPU time4 hours 11 min 38 sec
Validate stateValid
Credit1,969.80
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.88 MB
Peak swap size158.32 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.61%), best:    9724/10000 (97.24%), error:      1081.54932, best error:       928.48486 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 136.5215911865s, input_fired_time: 1.2901858091, output_fired_time: 1.1396521330, propagate_forward_time: 51.7680473328, propagate_backward_time: 79.1780471802, weight_update_time: 0.1766393036, other_time: 3.1456527710
epoch time: 11.0798387527s, input_fired_time: 0.1656504422, output_fired_time: 0.0000000000, propagate_forward_time: 10.3922834396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219049454
validation[          , genome  6562] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:      1040.29333, best error:       928.48486 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.4002380371s, input_fired_time: 1.2843730450, output_fired_time: 1.1621249914, propagate_forward_time: 52.5638465881, propagate_backward_time: 80.2937164307, weight_update_time: 0.1633531302, other_time: 3.0961761475
epoch time: 11.4589128494s, input_fired_time: 0.1620594710, output_fired_time: 0.0000000000, propagate_forward_time: 10.7429933548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538597107
validation[          , genome  6562] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       958.43170, best error:       928.48486 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 139.2005157471s, input_fired_time: 1.2963095903, output_fired_time: 1.1614364386, propagate_forward_time: 52.8097343445, propagate_backward_time: 80.7802886963, weight_update_time: 0.1643152982, other_time: 3.1527404785
epoch time: 11.1372442245s, input_fired_time: 0.1625945717, output_fired_time: 0.0000000000, propagate_forward_time: 10.4483270645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263223648
validation[          , genome  6562] predictions:    9728/  10000 (97.28%), best:    9724/10000 (97.24%), error:       928.65625, best error:       928.48486 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 137.3527984619s, input_fired_time: 1.2712224722, output_fired_time: 1.1413071156, propagate_forward_time: 52.1570205688, propagate_backward_time: 79.7281570435, weight_update_time: 0.1623026878, other_time: 3.0550842285
epoch time: 11.4218044281s, input_fired_time: 0.1749373674, output_fired_time: 0.0000000000, propagate_forward_time: 10.6946954727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521717072
validation[          , genome  6562] predictions:    9695/  10000 (96.95%), best:    9724/10000 (97.24%), error:       983.44806, best error:       928.48486 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.4523620605s, input_fired_time: 1.2893018723, output_fired_time: 1.1328588724, propagate_forward_time: 51.7583732605, propagate_backward_time: 79.1463851929, weight_update_time: 0.1659538597, other_time: 3.1254348755
epoch time: 11.1605243683s, input_fired_time: 0.1707126796, output_fired_time: 0.0000000000, propagate_forward_time: 10.4392910004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505208969
validation[          , genome  6562] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       949.96063, best error:       928.48486 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 137.2691497803s, input_fired_time: 1.2776368856, output_fired_time: 1.1405973434, propagate_forward_time: 52.0650062561, propagate_backward_time: 79.7078399658, weight_update_time: 0.1710991263, other_time: 3.0780792236
epoch time: 11.2572422028s, input_fired_time: 0.1644681841, output_fired_time: 0.0000000000, propagate_forward_time: 10.5492744446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434999466
validation[          , genome  6562] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       938.66583, best error:       928.48486 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.2833251953s, input_fired_time: 1.3114898205, output_fired_time: 1.1451729536, propagate_forward_time: 52.0339584351, propagate_backward_time: 79.6320419312, weight_update_time: 0.1672436744, other_time: 3.1606597900
epoch time: 11.1331796646s, input_fired_time: 0.1687978655, output_fired_time: 0.0000000000, propagate_forward_time: 10.4373655319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270166397
validation[          , genome  6562] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       904.24316, best error:       904.24316 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 138.2169647217s, input_fired_time: 1.2928731441, output_fired_time: 1.1457152367, propagate_forward_time: 52.4779243469, propagate_backward_time: 80.2024993896, weight_update_time: 0.1685736030, other_time: 3.0979461670
epoch time: 11.3120994568s, input_fired_time: 0.1635854691, output_fired_time: 0.0000000000, propagate_forward_time: 10.6094398499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390739441
validation[          , genome  6562] predictions:    9680/  10000 (96.80%), best:    9725/10000 (97.25%), error:      1083.66077, best error:       904.24316 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.4179229736s, input_fired_time: 1.3054213524, output_fired_time: 1.1386964321, propagate_forward_time: 51.7698364258, propagate_backward_time: 79.0817260742, weight_update_time: 0.1669268757, other_time: 3.1222381592
epoch time: 11.0623512268s, input_fired_time: 0.1640686393, output_fired_time: 0.0000000000, propagate_forward_time: 10.3495216370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487613678
validation[          , genome  6562] predictions:    9685/  10000 (96.85%), best:    9725/10000 (97.25%), error:      1029.48120, best error:       904.24316 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.6364593506s, input_fired_time: 1.3031498194, output_fired_time: 1.1379066706, propagate_forward_time: 51.8270988464, propagate_backward_time: 79.2103729248, weight_update_time: 0.1676638722, other_time: 3.1579284668
epoch time: 11.3589458466s, input_fired_time: 0.1794631332, output_fired_time: 0.0000000000, propagate_forward_time: 10.6181612015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613212585
validation[          , genome  6562] predictions:    9679/  10000 (96.79%), best:    9725/10000 (97.25%), error:      1057.75525, best error:       904.24316 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 139.4700317383s, input_fired_time: 1.3053380251, output_fired_time: 1.1626896858, propagate_forward_time: 52.8700408936, propagate_backward_time: 81.0241928101, weight_update_time: 0.1638145745, other_time: 3.1077651978
epoch time: 11.1389284134s, input_fired_time: 0.1651731431, output_fired_time: 0.0000000000, propagate_forward_time: 10.4369544983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368003845
validation[          , genome  6562] predictions:    9642/  10000 (96.42%), best:    9725/10000 (97.25%), error:      1171.43323, best error:       904.24316 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 137.6612243652s, input_fired_time: 1.3070634604, output_fired_time: 1.1549738646, propagate_forward_time: 52.3048400879, propagate_backward_time: 79.8394699097, weight_update_time: 0.1630577147, other_time: 3.0548782349
epoch time: 11.2207765579s, input_fired_time: 0.1658774763, output_fired_time: 0.0000000000, propagate_forward_time: 10.5065813065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483179092
validation[          , genome  6562] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:       971.79462, best error:       904.24316 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.3932342529s, input_fired_time: 1.3192563057, output_fired_time: 1.1261093616, propagate_forward_time: 51.7775611877, propagate_backward_time: 79.0633697510, weight_update_time: 0.1658027768, other_time: 3.1069335938
epoch time: 11.1872177124s, input_fired_time: 0.1661348641, output_fired_time: 0.0000000000, propagate_forward_time: 10.4752655029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458173752
validation[          , genome  6562] predictions:    9646/  10000 (96.46%), best:    9725/10000 (97.25%), error:      1129.72314, best error:       904.24316 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.3420715332s, input_fired_time: 1.2928074598, output_fired_time: 1.1383904219, propagate_forward_time: 51.7250022888, propagate_backward_time: 79.0682296753, weight_update_time: 0.1652140021, other_time: 3.1176376343
epoch time: 11.3055295944s, input_fired_time: 0.1828146875, output_fired_time: 0.0000000000, propagate_forward_time: 10.5808553696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418596268
validation[          , genome  6562] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       882.51306, best error:       882.51306 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.2965698242s, input_fired_time: 1.3053305149, output_fired_time: 1.1417151690, propagate_forward_time: 52.9563713074, propagate_backward_time: 80.7676467896, weight_update_time: 0.1708051264, other_time: 3.1255111694
epoch time: 11.1813793182s, input_fired_time: 0.1755982190, output_fired_time: 0.0000000000, propagate_forward_time: 10.4608068466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449743271
validation[          , genome  6562] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       836.56915, best error:       836.56915 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 136.0708770752s, input_fired_time: 1.3025689125, output_fired_time: 1.1316981316, propagate_forward_time: 51.6182746887, propagate_backward_time: 78.8949356079, weight_update_time: 0.1654452235, other_time: 3.1234054565
epoch time: 11.1323299408s, input_fired_time: 0.1633948833, output_fired_time: 0.0000000000, propagate_forward_time: 10.4340887070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348463058
validation[          , genome  6562] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       880.55225, best error:       836.56915 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 138.4324340820s, input_fired_time: 1.3175003529, output_fired_time: 1.1758083105, propagate_forward_time: 52.5317687988, propagate_backward_time: 80.3217239380, weight_update_time: 0.1686239839, other_time: 3.0856246948
epoch time: 11.1153211594s, input_fired_time: 0.1644504517, output_fired_time: 0.0000000000, propagate_forward_time: 10.4100570679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408134460
validation[          , genome  6562] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       927.32935, best error:       836.56915 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 136.4992980957s, input_fired_time: 1.3043060303, output_fired_time: 1.1401486397, propagate_forward_time: 51.7655601501, propagate_backward_time: 79.1418457031, weight_update_time: 0.1667400599, other_time: 3.1474304199
epoch time: 11.3067560196s, input_fired_time: 0.1737439334, output_fired_time: 0.0000000000, propagate_forward_time: 10.5849285126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480833054
validation[          , genome  6562] predictions:    9708/  10000 (97.08%), best:    9754/10000 (97.54%), error:       930.82361, best error:       836.56915 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 139.6035614014s, input_fired_time: 1.3150216341, output_fired_time: 1.1820596457, propagate_forward_time: 52.9104614258, propagate_backward_time: 81.0220489502, weight_update_time: 0.1647504419, other_time: 3.1739807129
epoch time: 11.1283082962s, input_fired_time: 0.1688954979, output_fired_time: 0.0000000000, propagate_forward_time: 10.4388132095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205993652
validation[          , genome  6562] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       904.40472, best error:       836.56915 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.6148986816s, input_fired_time: 1.3119168282, output_fired_time: 1.1407816410, propagate_forward_time: 51.8613777161, propagate_backward_time: 79.1527938843, weight_update_time: 0.1707070768, other_time: 3.1480331421
epoch time: 11.1964769363s, input_fired_time: 0.1750573516, output_fired_time: 0.0000000000, propagate_forward_time: 10.4916143417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298051834
validation[          , genome  6562] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       909.27643, best error:       836.56915 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 136.7061462402s, input_fired_time: 1.3066824675, output_fired_time: 1.1373151541, propagate_forward_time: 51.8189353943, propagate_backward_time: 79.3262634277, weight_update_time: 0.1708886325, other_time: 3.1169433594
epoch time: 11.1165065765s, input_fired_time: 0.1681697518, output_fired_time: 0.0000000000, propagate_forward_time: 10.4108591080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374774933
validation[          , genome  6562] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       951.61572, best error:       836.56915 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 136.2862701416s, input_fired_time: 1.2929546833, output_fired_time: 1.1287716627, propagate_forward_time: 51.7028961182, propagate_backward_time: 79.0486831665, weight_update_time: 0.1665869653, other_time: 3.1129684448
epoch time: 11.1341867447s, input_fired_time: 0.1652825922, output_fired_time: 0.0000000000, propagate_forward_time: 10.4287328720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401716232
validation[          , genome  6562] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       952.41504, best error:       836.56915 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 136.9012908936s, input_fired_time: 1.2988424301, output_fired_time: 1.1396621466, propagate_forward_time: 51.9447975159, propagate_backward_time: 79.3408737183, weight_update_time: 0.1664005965, other_time: 3.1771163940
epoch time: 11.0614509583s, input_fired_time: 0.1626872718, output_fired_time: 0.0000000000, propagate_forward_time: 10.3634757996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352878571
validation[          , genome  6562] predictions:    9690/  10000 (96.90%), best:    9754/10000 (97.54%), error:      1023.31464, best error:       836.56915 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.6223144531s, input_fired_time: 1.3001079559, output_fired_time: 1.1627749205, propagate_forward_time: 52.2609443665, propagate_backward_time: 79.7719268799, weight_update_time: 0.1681367159, other_time: 3.1265563965
epoch time: 11.2676353455s, input_fired_time: 0.1647896171, output_fired_time: 0.0000000000, propagate_forward_time: 10.5546617508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481843948
validation[          , genome  6562] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       990.01306, best error:       836.56915 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.8635559082s, input_fired_time: 1.3006699085, output_fired_time: 1.1612633467, propagate_forward_time: 52.3451995850, propagate_backward_time: 80.0154724121, weight_update_time: 0.1677925587, other_time: 3.0409393311
epoch time: 10.9782180786s, input_fired_time: 0.1673105508, output_fired_time: 0.0000000000, propagate_forward_time: 10.2814636230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294437408
validation[          , genome  6562] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       946.58386, best error:       836.56915 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 136.8995666504s, input_fired_time: 1.3043180704, output_fired_time: 1.1393380165, propagate_forward_time: 51.9720573425, propagate_backward_time: 79.4145736694, weight_update_time: 0.1636317223, other_time: 3.0692672729
epoch time: 11.0854187012s, input_fired_time: 0.1660045236, output_fired_time: 0.0000000000, propagate_forward_time: 10.3823356628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370788574
validation[          , genome  6562] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       909.45624, best error:       836.56915 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 136.1546478271s, input_fired_time: 1.3031008244, output_fired_time: 1.1350106001, propagate_forward_time: 51.6560630798, propagate_backward_time: 78.9269027710, weight_update_time: 0.1662472934, other_time: 3.1335678101
epoch time: 11.0524358749s, input_fired_time: 0.1665307432, output_fired_time: 0.0000000000, propagate_forward_time: 10.3532476425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326576233
validation[          , genome  6562] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       826.16309, best error:       826.16309 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.4644470215s, input_fired_time: 1.2873642445, output_fired_time: 1.1412796974, propagate_forward_time: 52.1499748230, propagate_backward_time: 79.8436889648, weight_update_time: 0.1625239551, other_time: 3.0421295166
epoch time: 11.0930175781s, input_fired_time: 0.1640106291, output_fired_time: 0.0000000000, propagate_forward_time: 10.3998365402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291700363
validation[          , genome  6562] predictions:    9719/  10000 (97.19%), best:    9733/10000 (97.33%), error:       878.37817, best error:       826.16309 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 136.2171783447s, input_fired_time: 1.3006162643, output_fired_time: 1.1392246485, propagate_forward_time: 51.6878166199, propagate_backward_time: 78.9810943604, weight_update_time: 0.1655474007, other_time: 3.1084289551
epoch time: 11.3080339432s, input_fired_time: 0.1664496213, output_fired_time: 0.0000000000, propagate_forward_time: 10.5922279358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493564606
validation[          , genome  6562] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:       915.82953, best error:       826.16309 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 136.9436187744s, input_fired_time: 1.3073276281, output_fired_time: 1.1350640059, propagate_forward_time: 52.0147132874, propagate_backward_time: 79.3838500977, weight_update_time: 0.1652435213, other_time: 3.1026611328
epoch time: 11.0136365891s, input_fired_time: 0.1650497168, output_fired_time: 0.0000000000, propagate_forward_time: 10.3208265305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277605057
validation[          , genome  6562] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       880.86115, best error:       826.16309 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 137.5078125000s, input_fired_time: 1.3115319014, output_fired_time: 1.1356471777, propagate_forward_time: 52.1139984131, propagate_backward_time: 79.8195190430, weight_update_time: 0.1655094773, other_time: 3.1271057129
epoch time: 11.2312650681s, input_fired_time: 0.1636658609, output_fired_time: 0.0000000000, propagate_forward_time: 10.5208959579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467033386
validation[          , genome  6562] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       884.67462, best error:       826.16309 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.3851318359s, input_fired_time: 1.3060202599, output_fired_time: 1.1505672932, propagate_forward_time: 52.1343841553, propagate_backward_time: 79.6906890869, weight_update_time: 0.1656465530, other_time: 3.1034698486
epoch time: 11.0378971100s, input_fired_time: 0.1641390920, output_fired_time: 0.0000000000, propagate_forward_time: 10.3461780548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275802612
validation[          , genome  6562] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       892.44165, best error:       826.16309 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.0767822266s, input_fired_time: 1.3034321070, output_fired_time: 1.1425836086, propagate_forward_time: 51.9813270569, propagate_backward_time: 79.5349349976, weight_update_time: 0.1653626710, other_time: 3.1145095825
epoch time: 11.0255975723s, input_fired_time: 0.1670194417, output_fired_time: 0.0000000000, propagate_forward_time: 10.3022270203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563507080
validation[          , genome  6562] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1023.93854, best error:       826.16309 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.9065246582s, input_fired_time: 1.3132318258, output_fired_time: 1.1318626404, propagate_forward_time: 51.9563331604, propagate_backward_time: 79.4203033447, weight_update_time: 0.1645972282, other_time: 3.0847930908
epoch time: 11.1200418472s, input_fired_time: 0.1649545878, output_fired_time: 0.0000000000, propagate_forward_time: 10.4171228409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379648209
validation[          , genome  6562] predictions:    9689/  10000 (96.89%), best:    9733/10000 (97.33%), error:       979.11237, best error:       826.16309 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.4536437988s, input_fired_time: 1.3081762791, output_fired_time: 1.1487947702, propagate_forward_time: 52.1852111816, propagate_backward_time: 79.6670150757, weight_update_time: 0.1660570651, other_time: 3.1444473267
epoch time: 11.1356267929s, input_fired_time: 0.1688731462, output_fired_time: 0.0000000000, propagate_forward_time: 10.4255304337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412235260
validation[          , genome  6562] predictions:    9732/  10000 (97.32%), best:    9733/10000 (97.33%), error:       872.93433, best error:       826.16309 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 137.0351715088s, input_fired_time: 1.3143367767, output_fired_time: 1.1323578358, propagate_forward_time: 52.0180664063, propagate_backward_time: 79.4508056641, weight_update_time: 0.1743070930, other_time: 3.1196136475
epoch time: 11.1390409470s, input_fired_time: 0.1725477278, output_fired_time: 0.0000000000, propagate_forward_time: 10.4379968643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284967422
validation[          , genome  6562] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       952.14575, best error:       826.16309 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 136.5984954834s, input_fired_time: 1.2967401743, output_fired_time: 1.1433670521, propagate_forward_time: 51.8487815857, propagate_backward_time: 79.2173690796, weight_update_time: 0.1647603214, other_time: 3.0922317505
epoch time: 11.0490942001s, input_fired_time: 0.1700161695, output_fired_time: 0.0000000000, propagate_forward_time: 10.3443288803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347490311
validation[          , genome  6562] predictions:    9739/  10000 (97.39%), best:    9733/10000 (97.33%), error:       873.09320, best error:       826.16309 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 136.5887756348s, input_fired_time: 1.3228580952, output_fired_time: 1.1411417723, propagate_forward_time: 51.7689132690, propagate_backward_time: 79.2039260864, weight_update_time: 0.1665676981, other_time: 3.1519317627
epoch time: 11.0136032104s, input_fired_time: 0.1648683697, output_fired_time: 0.0000000000, propagate_forward_time: 10.3105278015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382070541
validation[          , genome  6562] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       943.59174, best error:       826.16309 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 137.8770141602s, input_fired_time: 1.3091424704, output_fired_time: 1.1605000496, propagate_forward_time: 52.3755912781, propagate_backward_time: 79.8665313721, weight_update_time: 0.1668852866, other_time: 3.1652374268
epoch time: 11.1600427628s, input_fired_time: 0.1641061753, output_fired_time: 0.0000000000, propagate_forward_time: 10.4658126831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301237106
validation[          , genome  6562] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:       965.53009, best error:       826.16309 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 137.9248809814s, input_fired_time: 1.3297194242, output_fired_time: 1.1444125175, propagate_forward_time: 52.3706817627, propagate_backward_time: 79.9563446045, weight_update_time: 0.1748203188, other_time: 3.1237335205
epoch time: 11.2795009613s, input_fired_time: 0.1639947742, output_fired_time: 0.0000000000, propagate_forward_time: 10.5746583939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408477783
validation[          , genome  6562] predictions:    9701/  10000 (97.01%), best:    9733/10000 (97.33%), error:       960.04230, best error:       826.16309 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.3031768799s, input_fired_time: 1.3182138205, output_fired_time: 1.1298391819, propagate_forward_time: 51.7519683838, propagate_backward_time: 78.9642562866, weight_update_time: 0.1678374112, other_time: 3.1389083862
epoch time: 11.0541238785s, input_fired_time: 0.1675946414, output_fired_time: 0.0000000000, propagate_forward_time: 10.3622856140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242433548
validation[          , genome  6562] predictions:    9729/  10000 (97.29%), best:    9733/10000 (97.33%), error:       931.93091, best error:       826.16309 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.4253692627s, input_fired_time: 1.3144090176, output_fired_time: 1.1373114586, propagate_forward_time: 52.1912307739, propagate_backward_time: 79.6346893311, weight_update_time: 0.1711360067, other_time: 3.1477279663
epoch time: 11.1835556030s, input_fired_time: 0.1729404181, output_fired_time: 0.0000000000, propagate_forward_time: 10.4685983658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420169830
validation[          , genome  6562] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       892.28369, best error:       826.16309 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 138.5484619141s, input_fired_time: 1.3248289824, output_fired_time: 1.1560209990, propagate_forward_time: 52.6017951965, propagate_backward_time: 80.2917785645, weight_update_time: 0.1653962135, other_time: 3.1740417480
epoch time: 11.3211336136s, input_fired_time: 0.1758624911, output_fired_time: 0.0000000000, propagate_forward_time: 10.5984802246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467910767
validation[          , genome  6562] predictions:    9711/  10000 (97.11%), best:    9733/10000 (97.33%), error:       959.81372, best error:       826.16309 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 136.8235321045s, input_fired_time: 1.3168179989, output_fired_time: 1.1466306448, propagate_forward_time: 51.9291229248, propagate_backward_time: 79.2847747803, weight_update_time: 0.1659520864, other_time: 3.1461791992
epoch time: 11.2038021088s, input_fired_time: 0.1686280668, output_fired_time: 0.0000000000, propagate_forward_time: 10.5037479401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314264297
validation[          , genome  6562] predictions:    9707/  10000 (97.07%), best:    9733/10000 (97.33%), error:       967.24719, best error:       826.16309 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.7021942139s, input_fired_time: 1.2971653938, output_fired_time: 1.1346950531, propagate_forward_time: 51.8281631470, propagate_backward_time: 79.3577499390, weight_update_time: 0.1645218879, other_time: 3.0844268799
epoch time: 11.0102605820s, input_fired_time: 0.1698338538, output_fired_time: 0.0000000000, propagate_forward_time: 10.3005313873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398950577
validation[          , genome  6562] predictions:    9749/  10000 (97.49%), best:    9733/10000 (97.33%), error:       861.67206, best error:       826.16309 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 137.4204711914s, input_fired_time: 1.3116375208, output_fired_time: 1.1510201693, propagate_forward_time: 52.2030296326, propagate_backward_time: 79.6768569946, weight_update_time: 0.1645544618, other_time: 3.0779342651
epoch time: 11.0332345963s, input_fired_time: 0.1683587879, output_fired_time: 0.0000000000, propagate_forward_time: 10.3279237747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369520187
validation[          , genome  6562] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       868.22882, best error:       826.16309 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 137.4254302979s, input_fired_time: 1.3171080351, output_fired_time: 1.1469304562, propagate_forward_time: 52.1518249512, propagate_backward_time: 79.6748580933, weight_update_time: 0.1677691489, other_time: 3.1347122192
epoch time: 11.0975122452s, input_fired_time: 0.1676153541, output_fired_time: 0.0000000000, propagate_forward_time: 10.4041690826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257282257
validation[          , genome  6562] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       952.82880, best error:       826.16309 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 138.1182861328s, input_fired_time: 1.3109235764, output_fired_time: 1.1455886364, propagate_forward_time: 52.3825035095, propagate_backward_time: 80.1720581055, weight_update_time: 0.1785608828, other_time: 3.1072082520
epoch time: 11.0315933228s, input_fired_time: 0.1655744612, output_fired_time: 0.0000000000, propagate_forward_time: 10.3190393448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469799042
validation[          , genome  6562] predictions:    9642/  10000 (96.42%), best:    9733/10000 (97.33%), error:      1134.28882, best error:       826.16309 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 136.8813018799s, input_fired_time: 1.3195973635, output_fired_time: 1.1517142057, propagate_forward_time: 51.9565200806, propagate_backward_time: 79.2937698364, weight_update_time: 0.1717116386, other_time: 3.1596984863
epoch time: 11.1064815521s, input_fired_time: 0.1721238494, output_fired_time: 0.0000000000, propagate_forward_time: 10.3972034454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371541977
validation[          , genome  6562] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       815.33478, best error:       815.33478 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 136.4013061523s, input_fired_time: 1.3149476051, output_fired_time: 1.1376509666, propagate_forward_time: 51.7490921021, propagate_backward_time: 79.0554428101, weight_update_time: 0.1660764515, other_time: 3.1441802979
epoch time: 11.2754440308s, input_fired_time: 0.1752904952, output_fired_time: 0.0000000000, propagate_forward_time: 10.5679874420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321664810
validation[          , genome  6562] predictions:    9713/  10000 (97.13%), best:    9762/10000 (97.62%), error:       915.73291, best error:       815.33478 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 138.5424041748s, input_fired_time: 1.3539454937, output_fired_time: 1.1574473381, propagate_forward_time: 52.6187896729, propagate_backward_time: 80.2242355347, weight_update_time: 0.1718541384, other_time: 3.1879959106
epoch time: 10.9426231384s, input_fired_time: 0.1690708548, output_fired_time: 0.0000000000, propagate_forward_time: 10.2371644974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363874435
validation[          , genome  6562] predictions:    9717/  10000 (97.17%), best:    9762/10000 (97.62%), error:       951.06879, best error:       815.33478 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 137.5606079102s, input_fired_time: 1.3097039461, output_fired_time: 1.1506292820, propagate_forward_time: 52.1444931030, propagate_backward_time: 79.8407363892, weight_update_time: 0.1650213748, other_time: 3.1150360107
epoch time: 11.1933622360s, input_fired_time: 0.1732757986, output_fired_time: 0.0000000000, propagate_forward_time: 10.4822092056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378770828
validation[          , genome  6562] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       886.70294, best error:       815.33478 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 135.6314544678s, input_fired_time: 1.3104557991, output_fired_time: 1.1308313608, propagate_forward_time: 51.4557418823, propagate_backward_time: 78.6414031982, weight_update_time: 0.1646480411, other_time: 3.0930252075
epoch time: 11.1302309036s, input_fired_time: 0.1698739380, output_fired_time: 0.0000000000, propagate_forward_time: 10.4257850647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345716476
validation[          , genome  6562] predictions:    9749/  10000 (97.49%), best:    9762/10000 (97.62%), error:       893.05829, best error:       815.33478 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.9662933350s, input_fired_time: 1.3138147593, output_fired_time: 1.1387562752, propagate_forward_time: 51.9768257141, propagate_backward_time: 79.3818283081, weight_update_time: 0.1656641811, other_time: 3.1550674438
epoch time: 11.0921325684s, input_fired_time: 0.1663272679, output_fired_time: 0.0000000000, propagate_forward_time: 10.3999910355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258140564
validation[          , genome  6562] predictions:    9674/  10000 (96.74%), best:    9762/10000 (97.62%), error:      1046.66162, best error:       815.33478 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 138.9356231689s, input_fired_time: 1.3325443268, output_fired_time: 1.1767624617, propagate_forward_time: 52.7353858948, propagate_backward_time: 80.5403289795, weight_update_time: 0.1683995128, other_time: 3.1506042480
epoch time: 11.1012582779s, input_fired_time: 0.1670793891, output_fired_time: 0.0000000000, propagate_forward_time: 10.3978624344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363168716
validation[          , genome  6562] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       876.95129, best error:       815.33478 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 137.0750274658s, input_fired_time: 1.3154603243, output_fired_time: 1.1383229494, propagate_forward_time: 52.0379409790, propagate_backward_time: 79.4899520874, weight_update_time: 0.1693832427, other_time: 3.0933532715
epoch time: 11.0480642319s, input_fired_time: 0.1693224609, output_fired_time: 0.0000000000, propagate_forward_time: 10.3388805389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398616791
validation[          , genome  6562] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       914.44049, best error:       815.33478 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.7889404297s, input_fired_time: 1.3145766258, output_fired_time: 1.1479070187, propagate_forward_time: 51.9516448975, propagate_backward_time: 79.2670593262, weight_update_time: 0.1660614312, other_time: 3.1077575684
epoch time: 11.1548233032s, input_fired_time: 0.1705896258, output_fired_time: 0.0000000000, propagate_forward_time: 10.4464178085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378160477
validation[          , genome  6562] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       924.52216, best error:       815.33478 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 137.4582214355s, input_fired_time: 1.3369020224, output_fired_time: 1.1573336124, propagate_forward_time: 52.1368026733, propagate_backward_time: 79.6734771729, weight_update_time: 0.1660438180, other_time: 3.1537094116
epoch time: 11.3264007568s, input_fired_time: 0.1699067503, output_fired_time: 0.0000000000, propagate_forward_time: 10.6076898575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488042831
validation[          , genome  6562] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       948.05621, best error:       815.33478 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.6998443604s, input_fired_time: 1.3419957161, output_fired_time: 1.1572780609, propagate_forward_time: 52.5240097046, propagate_backward_time: 80.5105972290, weight_update_time: 0.1645702124, other_time: 3.1659698486
epoch time: 11.1330776215s, input_fired_time: 0.1726833135, output_fired_time: 0.0000000000, propagate_forward_time: 10.4363088608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240850449
validation[          , genome  6562] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       860.53479, best error:       815.33478 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 136.8420715332s, input_fired_time: 1.3323340416, output_fired_time: 1.1391571760, propagate_forward_time: 51.8665008545, propagate_backward_time: 79.3643875122, weight_update_time: 0.1713009626, other_time: 3.1396865845
epoch time: 11.1005449295s, input_fired_time: 0.1696565598, output_fired_time: 0.0000000000, propagate_forward_time: 10.4021215439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287666321
validation[          , genome  6562] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       842.18158, best error:       815.33478 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 138.0201263428s, input_fired_time: 1.3246431351, output_fired_time: 1.1419618130, propagate_forward_time: 52.4409866333, propagate_backward_time: 79.9989318848, weight_update_time: 0.1633682996, other_time: 3.1135940552
epoch time: 11.0329933167s, input_fired_time: 0.1659983248, output_fired_time: 0.0000000000, propagate_forward_time: 10.3192148209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477800369
validation[          , genome  6562] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       883.93341, best error:       815.33478 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.3721618652s, input_fired_time: 1.3305864334, output_fired_time: 1.1558678150, propagate_forward_time: 52.5017356873, propagate_backward_time: 80.2930374146, weight_update_time: 0.1696261466, other_time: 3.0909347534
epoch time: 11.1124048233s, input_fired_time: 0.1690070480, output_fired_time: 0.0000000000, propagate_forward_time: 10.4139099121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294876099
validation[          , genome  6562] predictions:    9704/  10000 (97.04%), best:    9762/10000 (97.62%), error:       963.69519, best error:       815.33478 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.9225158691s, input_fired_time: 1.3763443232, output_fired_time: 1.1708159447, propagate_forward_time: 52.6642990112, propagate_backward_time: 80.6028747559, weight_update_time: 0.1659323424, other_time: 3.1081771851
epoch time: 11.1789207458s, input_fired_time: 0.1672279388, output_fired_time: 0.0000000000, propagate_forward_time: 10.4754533768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362396240
validation[          , genome  6562] predictions:    9660/  10000 (96.60%), best:    9762/10000 (97.62%), error:      1070.05273, best error:       815.33478 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 137.3999176025s, input_fired_time: 1.3344582319, output_fired_time: 1.1342670918, propagate_forward_time: 52.0827751160, propagate_backward_time: 79.7246246338, weight_update_time: 0.1663983911, other_time: 3.1237945557
epoch time: 11.2516603470s, input_fired_time: 0.1741991341, output_fired_time: 0.0000000000, propagate_forward_time: 10.5429439545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345172882
validation[          , genome  6562] predictions:    9692/  10000 (96.92%), best:    9762/10000 (97.62%), error:      1046.94177, best error:       815.33478 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 137.6383056641s, input_fired_time: 1.2945871353, output_fired_time: 1.1486086845, propagate_forward_time: 52.2559204102, propagate_backward_time: 79.8662719727, weight_update_time: 0.1685088724, other_time: 3.0729217529
epoch time: 11.1875839233s, input_fired_time: 0.1723733544, output_fired_time: 0.0000000000, propagate_forward_time: 10.4755725861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396375656
validation[          , genome  6562] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       959.57587, best error:       815.33478 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.6379852295s, input_fired_time: 1.3125588894, output_fired_time: 1.1560342312, propagate_forward_time: 52.1975364685, propagate_backward_time: 79.8870162964, weight_update_time: 0.1648818254, other_time: 3.0848312378
epoch time: 11.2222328186s, input_fired_time: 0.1716776341, output_fired_time: 0.0000000000, propagate_forward_time: 10.4839057922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666494370
validation[          , genome  6562] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       874.62848, best error:       815.33478 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 138.0672607422s, input_fired_time: 1.3261555433, output_fired_time: 1.1417790651, propagate_forward_time: 52.2771263123, propagate_backward_time: 80.1622619629, weight_update_time: 0.1661996543, other_time: 3.1599273682
epoch time: 11.0854749680s, input_fired_time: 0.1662756652, output_fired_time: 0.0000000000, propagate_forward_time: 10.3838157654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353832245
validation[          , genome  6562] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       913.70538, best error:       815.33478 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.7364196777s, input_fired_time: 1.3247742653, output_fired_time: 1.1544040442, propagate_forward_time: 51.8407096863, propagate_backward_time: 79.2751235962, weight_update_time: 0.1654517502, other_time: 3.1414108276
epoch time: 11.1290731430s, input_fired_time: 0.1667207628, output_fired_time: 0.0000000000, propagate_forward_time: 10.4237785339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385742188
validation[          , genome  6562] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       890.68781, best error:       815.33478 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.8215484619s, input_fired_time: 1.3267687559, output_fired_time: 1.1329613924, propagate_forward_time: 52.2827796936, propagate_backward_time: 79.9092407227, weight_update_time: 0.1714732349, other_time: 3.1697998047
epoch time: 11.2268180847s, input_fired_time: 0.1714915633, output_fired_time: 0.0000000000, propagate_forward_time: 10.5136623383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416641235
validation[          , genome  6562] predictions:    9711/  10000 (97.11%), best:    9762/10000 (97.62%), error:       950.00720, best error:       815.33478 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 137.1660614014s, input_fired_time: 1.3220304251, output_fired_time: 1.1439818144, propagate_forward_time: 52.0889587402, propagate_backward_time: 79.5066604614, weight_update_time: 0.1660207212, other_time: 3.1044235229
epoch time: 11.2659978867s, input_fired_time: 0.1674855500, output_fired_time: 0.0000000000, propagate_forward_time: 10.5520486832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464639664
validation[          , genome  6562] predictions:    9717/  10000 (97.17%), best:    9762/10000 (97.62%), error:       975.03687, best error:       815.33478 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.5287475586s, input_fired_time: 1.3321561813, output_fired_time: 1.1318029165, propagate_forward_time: 52.0795974731, propagate_backward_time: 79.8624343872, weight_update_time: 0.1658576727, other_time: 3.1227569580
epoch time: 10.8950786591s, input_fired_time: 0.1696563363, output_fired_time: 0.0000000000, propagate_forward_time: 10.1891345978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362873077
validation[          , genome  6562] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       916.44232, best error:       815.33478 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 137.3273773193s, input_fired_time: 1.3168141842, output_fired_time: 1.1422653198, propagate_forward_time: 52.0816345215, propagate_backward_time: 79.6725234985, weight_update_time: 0.1712596118, other_time: 3.1141281128
epoch time: 11.1951007843s, input_fired_time: 0.1673327684, output_fired_time: 0.0000000000, propagate_forward_time: 10.4842281342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435400009
validation[          , genome  6562] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       910.74164, best error:       815.33478 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 137.4018096924s, input_fired_time: 1.3314172029, output_fired_time: 1.1402243376, propagate_forward_time: 52.1916122437, propagate_backward_time: 79.6464233398, weight_update_time: 0.1687707007, other_time: 3.0921249390
epoch time: 11.2915458679s, input_fired_time: 0.1705532670, output_fired_time: 0.0000000000, propagate_forward_time: 10.5757379532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452547073
validation[          , genome  6562] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       878.37555, best error:       815.33478 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 137.0499572754s, input_fired_time: 1.3278567791, output_fired_time: 1.1483054161, propagate_forward_time: 52.0087585449, propagate_backward_time: 79.4579620361, weight_update_time: 0.1657750160, other_time: 3.1070861816
epoch time: 11.1664266586s, input_fired_time: 0.1706412733, output_fired_time: 0.0000000000, propagate_forward_time: 10.4705295563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252561569
validation[          , genome  6562] predictions:    9718/  10000 (97.18%), best:    9762/10000 (97.62%), error:       905.11719, best error:       815.33478 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 139.9490966797s, input_fired_time: 1.3209069967, output_fired_time: 1.1853678226, propagate_forward_time: 53.0305023193, propagate_backward_time: 81.2562179565, weight_update_time: 0.1687006652, other_time: 3.1561050415
epoch time: 11.0291900635s, input_fired_time: 0.1721421629, output_fired_time: 0.0000000000, propagate_forward_time: 10.3238477707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332002640
validation[          , genome  6562] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       930.79236, best error:       815.33478 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 137.0629730225s, input_fired_time: 1.3445059061, output_fired_time: 1.1380991936, propagate_forward_time: 51.9683227539, propagate_backward_time: 79.4656524658, weight_update_time: 0.1681957692, other_time: 3.1463928223
epoch time: 11.0527620316s, input_fired_time: 0.1733449847, output_fired_time: 0.0000000000, propagate_forward_time: 10.3565559387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228614807
validation[          , genome  6562] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       899.59900, best error:       815.33478 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.5289154053s, input_fired_time: 1.3208098412, output_fired_time: 1.1508589983, propagate_forward_time: 52.1529006958, propagate_backward_time: 79.7483825684, weight_update_time: 0.1661351770, other_time: 3.1559524536
epoch time: 11.0570106506s, input_fired_time: 0.1675478518, output_fired_time: 0.0000000000, propagate_forward_time: 10.3605632782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288991928
validation[          , genome  6562] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       854.85028, best error:       815.33478 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.2692260742s, input_fired_time: 1.3244603872, output_fired_time: 1.1433880329, propagate_forward_time: 52.1304473877, propagate_backward_time: 79.5940093994, weight_update_time: 0.1693247110, other_time: 3.0769195557
epoch time: 11.1535320282s, input_fired_time: 0.1737303585, output_fired_time: 0.0000000000, propagate_forward_time: 10.4554090500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243930817
validation[          , genome  6562] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       903.83289, best error:       815.33478 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 139.2960815430s, input_fired_time: 1.3418425322, output_fired_time: 1.1677917242, propagate_forward_time: 52.8928298950, propagate_backward_time: 80.7387924194, weight_update_time: 0.1674918234, other_time: 3.1548309326
epoch time: 11.1631040573s, input_fired_time: 0.1775003821, output_fired_time: 0.0000000000, propagate_forward_time: 10.4623394012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232639313
validation[          , genome  6562] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       943.00580, best error:       815.33478 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.3704376221s, input_fired_time: 1.3281455040, output_fired_time: 1.1411644220, propagate_forward_time: 52.1703529358, propagate_backward_time: 79.6258468628, weight_update_time: 0.1713985801, other_time: 3.1049423218
epoch time: 11.1664695740s, input_fired_time: 0.1741393358, output_fired_time: 0.0000000000, propagate_forward_time: 10.4407815933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515489578
validation[          , genome  6562] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       920.17957, best error:       815.33478 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 137.2974700928s, input_fired_time: 1.3386042118, output_fired_time: 1.1467744112, propagate_forward_time: 52.0395622253, propagate_backward_time: 79.6678848267, weight_update_time: 0.1652841121, other_time: 3.1046371460
epoch time: 11.0664548874s, input_fired_time: 0.1728740484, output_fired_time: 0.0000000000, propagate_forward_time: 10.3501720428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434083939
validation[          , genome  6562] predictions:    9713/  10000 (97.13%), best:    9762/10000 (97.62%), error:       975.72144, best error:       815.33478 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.1516723633s, input_fired_time: 1.3381781578, output_fired_time: 1.1389477253, propagate_forward_time: 52.0707740784, propagate_backward_time: 79.4897994995, weight_update_time: 0.1650746614, other_time: 3.1139755249
epoch time: 11.0640964508s, input_fired_time: 0.1698109657, output_fired_time: 0.0000000000, propagate_forward_time: 10.3687524796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255327225
validation[          , genome  6562] predictions:    9673/  10000 (96.73%), best:    9762/10000 (97.62%), error:      1113.85339, best error:       815.33478 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.9692840576s, input_fired_time: 1.3196889162, output_fired_time: 1.1845488548, propagate_forward_time: 52.6775321960, propagate_backward_time: 80.6196365356, weight_update_time: 0.1669453233, other_time: 3.1678695679
epoch time: 11.1396675110s, input_fired_time: 0.1694310457, output_fired_time: 0.0000000000, propagate_forward_time: 10.4253263474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449104309
validation[          , genome  6562] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       917.21228, best error:       815.33478 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 136.6833801270s, input_fired_time: 1.3320547342, output_fired_time: 1.1385736465, propagate_forward_time: 51.8440856934, propagate_backward_time: 79.2396697998, weight_update_time: 0.1658668816, other_time: 3.1289825439
epoch time: 11.2959566116s, input_fired_time: 0.1700003445, output_fired_time: 0.0000000000, propagate_forward_time: 10.5786027908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473537445
validation[          , genome  6562] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       910.93567, best error:       815.33478 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.8290710449s, input_fired_time: 1.3250590563, output_fired_time: 1.1461511850, propagate_forward_time: 52.3472824097, propagate_backward_time: 79.9190216064, weight_update_time: 0.1640197486, other_time: 3.0915603638
epoch time: 11.0550556183s, input_fired_time: 0.1735246629, output_fired_time: 0.0000000000, propagate_forward_time: 10.3432197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383110046
validation[          , genome  6562] predictions:    9586/  10000 (95.86%), best:    9762/10000 (97.62%), error:      1319.43018, best error:       815.33478 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 137.6834106445s, input_fired_time: 1.3210806847, output_fired_time: 1.1559259892, propagate_forward_time: 52.2551727295, propagate_backward_time: 79.8110504150, weight_update_time: 0.1654152274, other_time: 3.1401824951
epoch time: 11.1580543518s, input_fired_time: 0.1685878634, output_fired_time: 0.0000000000, propagate_forward_time: 10.4496421814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398244858
validation[          , genome  6562] predictions:    9653/  10000 (96.53%), best:    9762/10000 (97.62%), error:      1158.65930, best error:       815.33478 on epoch:    63, 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: 55.8985404968s, input_fired_time: 0.8429488540, output_fired_time: 0.0000000000, propagate_forward_time: 52.2408370972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8147544861
best training[          , genome  6562] predictions:   49583/  50000 (99.17%), best:    9762/10000 (97.62%), error:      1566.59583, best error:       815.33478 on epoch:    63, 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: 11.1209650040s, input_fired_time: 0.1675015539, output_fired_time: 0.0000000000, propagate_forward_time: 10.4143009186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391626358
   testing[          , genome  6562] predictions:    9770/  10000 (97.70%), best:    9762/10000 (97.62%), error:       720.44739, best error:       815.33478 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:26:34 (4456): called boinc_finish(0)

</stderr_txt>
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