Nameexact_genome_1512568488_42_1361_1
Workunit2578038
Created6 Dec 2017, 19:07:39 UTC
Sent6 Dec 2017, 19:10:12 UTC
Report deadline8 Dec 2017, 15:51:21 UTC
Received6 Dec 2017, 20:24:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 13 min 46 sec
CPU time1 hours 5 min 10 sec
Validate stateValid
Credit465.48
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.27 MB
Peak swap size151.71 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0197283030, output_fired_time: 0.0000000000, propagate_forward_time: 2.4322047234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533110619
validation[          , genome  1361] predictions:    9220/  10000 (92.20%), best:    9220/10000 (92.20%), error:      2752.57251, best error:      2752.57251 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 32.4702453613s, input_fired_time: 0.1589083821, output_fired_time: 0.1573081315, propagate_forward_time: 12.0301723480, propagate_backward_time: 18.1538009644, weight_update_time: 0.1088853925, other_time: 1.9700565338
epoch time: 2.9242002964s, input_fired_time: 0.0218816213, output_fired_time: 0.0000000000, propagate_forward_time: 2.5273382664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749804497
validation[          , genome  1361] predictions:    9194/  10000 (91.94%), best:    9220/10000 (92.20%), error:      2783.07153, best error:      2752.57251 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 35.5400733948s, input_fired_time: 0.1704810709, output_fired_time: 0.1731077433, propagate_forward_time: 13.1582994461, propagate_backward_time: 19.9405975342, weight_update_time: 0.1182335317, other_time: 2.0975875854
epoch time: 3.0639281273s, input_fired_time: 0.0212944094, output_fired_time: 0.0000000000, propagate_forward_time: 2.6739211082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687126637
validation[          , genome  1361] predictions:    9229/  10000 (92.29%), best:    9229/10000 (92.29%), error:      2735.38281, best error:      2735.38281 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 36.2514610291s, input_fired_time: 0.1733652949, output_fired_time: 0.1751567721, propagate_forward_time: 13.4213886261, propagate_backward_time: 20.3493614197, weight_update_time: 0.1204139516, other_time: 2.1321887970
epoch time: 2.9362635612s, input_fired_time: 0.0213447269, output_fired_time: 0.0000000000, propagate_forward_time: 2.5567643642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581545353
validation[          , genome  1361] predictions:    9224/  10000 (92.24%), best:    9224/10000 (92.24%), error:      2731.50195, best error:      2731.50195 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 36.2639083862s, input_fired_time: 0.1727724671, output_fired_time: 0.1765284538, propagate_forward_time: 13.4286479950, propagate_backward_time: 20.3418331146, weight_update_time: 0.1200013086, other_time: 2.1441268921
epoch time: 3.1286528111s, input_fired_time: 0.0212922320, output_fired_time: 0.0000000000, propagate_forward_time: 2.7331018448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742587566
validation[          , genome  1361] predictions:    9216/  10000 (92.16%), best:    9216/10000 (92.16%), error:      2731.24634, best error:      2731.24634 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.2399215698s, input_fired_time: 0.1739177406, output_fired_time: 0.1756836027, propagate_forward_time: 13.4258918762, propagate_backward_time: 20.3354015350, weight_update_time: 0.1204411685, other_time: 2.1290302277
epoch time: 3.1405956745s, input_fired_time: 0.0220628083, output_fired_time: 0.0000000000, propagate_forward_time: 2.7266755104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918573856
validation[          , genome  1361] predictions:    9217/  10000 (92.17%), best:    9217/10000 (92.17%), error:      2708.57373, best error:      2708.57373 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.0499725342s, input_fired_time: 0.1739172786, output_fired_time: 0.1739169359, propagate_forward_time: 13.3861141205, propagate_backward_time: 20.1913242340, weight_update_time: 0.1196829304, other_time: 2.1247024536
epoch time: 3.1568005085s, input_fired_time: 0.0223570969, output_fired_time: 0.0000000000, propagate_forward_time: 2.7537760735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806674480
validation[          , genome  1361] predictions:    9089/  10000 (90.89%), best:    9217/10000 (92.17%), error:      3058.69263, best error:      2708.57373 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 35.1182022095s, input_fired_time: 0.1709813625, output_fired_time: 0.1720517129, propagate_forward_time: 12.9909830093, propagate_backward_time: 19.7132148743, weight_update_time: 0.1187351719, other_time: 2.0709724426
epoch time: 2.8670454025s, input_fired_time: 0.0200113989, output_fired_time: 0.0000000000, propagate_forward_time: 2.4942512512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527827263
validation[          , genome  1361] predictions:    9223/  10000 (92.23%), best:    9217/10000 (92.17%), error:      2727.28735, best error:      2708.57373 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 35.1494445801s, input_fired_time: 0.1687002927, output_fired_time: 0.1705555320, propagate_forward_time: 13.0097103119, propagate_backward_time: 19.7259559631, weight_update_time: 0.1162181273, other_time: 2.0745220184
epoch time: 3.1026258469s, input_fired_time: 0.0215753056, output_fired_time: 0.0000000000, propagate_forward_time: 2.7035956383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774549961
validation[          , genome  1361] predictions:    9213/  10000 (92.13%), best:    9217/10000 (92.17%), error:      2736.00684, best error:      2708.57373 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 36.0969581604s, input_fired_time: 0.1743167937, output_fired_time: 0.1761296093, propagate_forward_time: 13.3532934189, propagate_backward_time: 20.2872753143, weight_update_time: 0.1180033609, other_time: 2.1059436798
epoch time: 3.1253201962s, input_fired_time: 0.0214920882, output_fired_time: 0.0000000000, propagate_forward_time: 2.7268111706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770170212
validation[          , genome  1361] predictions:    9201/  10000 (92.01%), best:    9217/10000 (92.17%), error:      2739.20825, best error:      2708.57373 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 35.7967414856s, input_fired_time: 0.1712217480, output_fired_time: 0.1729643643, propagate_forward_time: 13.2973575592, propagate_backward_time: 20.0527687073, weight_update_time: 0.1179980040, other_time: 2.1024265289
epoch time: 2.9988620281s, input_fired_time: 0.0207548533, output_fired_time: 0.0000000000, propagate_forward_time: 2.6085817814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695254326
validation[          , genome  1361] predictions:    9239/  10000 (92.39%), best:    9239/10000 (92.39%), error:      2664.40649, best error:      2664.40649 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.2664375305s, input_fired_time: 0.1681575924, output_fired_time: 0.1692879498, propagate_forward_time: 13.0208301544, propagate_backward_time: 19.8131008148, weight_update_time: 0.1176017970, other_time: 2.0950584412
epoch time: 3.1081078053s, input_fired_time: 0.0221269298, output_fired_time: 0.0000000000, propagate_forward_time: 2.6959786415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900022507
validation[          , genome  1361] predictions:    9223/  10000 (92.23%), best:    9239/10000 (92.39%), error:      2665.60229, best error:      2664.40649 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 33.8967475891s, input_fired_time: 0.1622954309, output_fired_time: 0.1641416401, propagate_forward_time: 12.5849761963, propagate_backward_time: 18.9758453369, weight_update_time: 0.1133756340, other_time: 2.0094871521
epoch time: 3.0292701721s, input_fired_time: 0.0207344089, output_fired_time: 0.0000000000, propagate_forward_time: 2.6408443451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676915169
validation[          , genome  1361] predictions:    9214/  10000 (92.14%), best:    9239/10000 (92.39%), error:      2720.36475, best error:      2664.40649 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 36.3714332581s, input_fired_time: 0.1734530777, output_fired_time: 0.1758420765, propagate_forward_time: 13.4601612091, propagate_backward_time: 20.4212093353, weight_update_time: 0.1218509972, other_time: 2.1407661438
epoch time: 3.1323442459s, input_fired_time: 0.0219577290, output_fired_time: 0.0000000000, propagate_forward_time: 2.7334897518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768968582
validation[          , genome  1361] predictions:    9185/  10000 (91.85%), best:    9239/10000 (92.39%), error:      2821.69434, best error:      2664.40649 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 35.6410560608s, input_fired_time: 0.1715779752, output_fired_time: 0.1724079251, propagate_forward_time: 13.2093515396, propagate_backward_time: 19.9740219116, weight_update_time: 0.1195877194, other_time: 2.1136970520
epoch time: 3.0692842007s, input_fired_time: 0.0215326026, output_fired_time: 0.0000000000, propagate_forward_time: 2.6642422676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835093975
validation[          , genome  1361] predictions:    9241/  10000 (92.41%), best:    9239/10000 (92.39%), error:      2673.94629, best error:      2664.40649 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 35.8735885620s, input_fired_time: 0.1718006432, output_fired_time: 0.1728981137, propagate_forward_time: 13.2726850510, propagate_backward_time: 20.1445922852, weight_update_time: 0.1205332205, other_time: 2.1116104126
epoch time: 3.2326886654s, input_fired_time: 0.0224438552, output_fired_time: 0.0000000000, propagate_forward_time: 2.8279023170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823425770
validation[          , genome  1361] predictions:    9247/  10000 (92.47%), best:    9247/10000 (92.47%), error:      2638.77979, best error:      2638.77979 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 36.3589744568s, input_fired_time: 0.1734682620, output_fired_time: 0.1786894798, propagate_forward_time: 13.4682731628, propagate_backward_time: 20.4103717804, weight_update_time: 0.1193829402, other_time: 2.1281719208
epoch time: 3.0940933228s, input_fired_time: 0.0220374409, output_fired_time: 0.0000000000, propagate_forward_time: 2.6968579292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751978874
validation[          , genome  1361] predictions:    9240/  10000 (92.40%), best:    9247/10000 (92.47%), error:      2652.47729, best error:      2638.77979 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 35.8904991150s, input_fired_time: 0.1712988168, output_fired_time: 0.1750605702, propagate_forward_time: 13.2880029678, propagate_backward_time: 20.1363964081, weight_update_time: 0.1208565161, other_time: 2.1197414398
epoch time: 3.0346913338s, input_fired_time: 0.0216924194, output_fired_time: 0.0000000000, propagate_forward_time: 2.6382179260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747808933
validation[          , genome  1361] predictions:    9246/  10000 (92.46%), best:    9246/10000 (92.46%), error:      2624.77124, best error:      2624.77124 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 36.4099311829s, input_fired_time: 0.1724981219, output_fired_time: 0.1756476015, propagate_forward_time: 13.4862728119, propagate_backward_time: 20.4244441986, weight_update_time: 0.1199924275, other_time: 2.1510696411
epoch time: 3.0715568066s, input_fired_time: 0.0211657621, output_fired_time: 0.0000000000, propagate_forward_time: 2.6663169861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840739727
validation[          , genome  1361] predictions:    9220/  10000 (92.20%), best:    9246/10000 (92.46%), error:      2696.27979, best error:      2624.77124 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.2893867493s, input_fired_time: 0.1678998619, output_fired_time: 0.1702322215, propagate_forward_time: 13.0762958527, propagate_backward_time: 19.7701053619, weight_update_time: 0.1179690734, other_time: 2.1048545837
epoch time: 2.8510360718s, input_fired_time: 0.0199940503, output_fired_time: 0.0000000000, propagate_forward_time: 2.4750463963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559956551
validation[          , genome  1361] predictions:    9207/  10000 (92.07%), best:    9246/10000 (92.46%), error:      2755.52148, best error:      2624.77124 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 36.1153907776s, input_fired_time: 0.1723066717, output_fired_time: 0.1752975583, propagate_forward_time: 13.3410320282, propagate_backward_time: 20.2915878296, weight_update_time: 0.1216885149, other_time: 2.1351680756
epoch time: 3.1264064312s, input_fired_time: 0.0217151027, output_fired_time: 0.0000000000, propagate_forward_time: 2.7281050682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765861988
validation[          , genome  1361] predictions:    9240/  10000 (92.40%), best:    9246/10000 (92.46%), error:      2626.16602, best error:      2624.77124 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.4867515564s, input_fired_time: 0.1712877452, output_fired_time: 0.1718795151, propagate_forward_time: 13.1389980316, propagate_backward_time: 19.9150848389, weight_update_time: 0.1179182231, other_time: 2.0895023346
epoch time: 3.1453485489s, input_fired_time: 0.0216554757, output_fired_time: 0.0000000000, propagate_forward_time: 2.7422068119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814861774
validation[          , genome  1361] predictions:    9252/  10000 (92.52%), best:    9246/10000 (92.46%), error:      2644.85962, best error:      2624.77124 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.9281349182s, input_fired_time: 0.1718059480, output_fired_time: 0.1731984913, propagate_forward_time: 13.3264780045, propagate_backward_time: 20.1407546997, weight_update_time: 0.1186016276, other_time: 2.1158981323
epoch time: 3.1155622005s, input_fired_time: 0.0211915728, output_fired_time: 0.0000000000, propagate_forward_time: 2.7214653492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729052544
validation[          , genome  1361] predictions:    9258/  10000 (92.58%), best:    9258/10000 (92.58%), error:      2618.78345, best error:      2618.78345 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 36.5837173462s, input_fired_time: 0.1733337790, output_fired_time: 0.1777259409, propagate_forward_time: 13.5277671814, propagate_backward_time: 20.5635452271, weight_update_time: 0.1202768907, other_time: 2.1413459778
epoch time: 3.1275396347s, input_fired_time: 0.0215000939, output_fired_time: 0.0000000000, propagate_forward_time: 2.7256267071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804128170
validation[          , genome  1361] predictions:    9248/  10000 (92.48%), best:    9248/10000 (92.48%), error:      2592.22046, best error:      2592.22046 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.8330612183s, input_fired_time: 0.1723693758, output_fired_time: 0.1751786768, propagate_forward_time: 13.2697811127, propagate_backward_time: 20.0933246613, weight_update_time: 0.1179913133, other_time: 2.1224060059
epoch time: 3.0524249077s, input_fired_time: 0.0215913523, output_fired_time: 0.0000000000, propagate_forward_time: 2.6553504467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754830360
validation[          , genome  1361] predictions:    9241/  10000 (92.41%), best:    9248/10000 (92.48%), error:      2666.04858, best error:      2592.22046 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 36.2792625427s, input_fired_time: 0.1725822240, output_fired_time: 0.1769402623, propagate_forward_time: 13.4272203445, propagate_backward_time: 20.3765945435, weight_update_time: 0.1209050417, other_time: 2.1259269714
epoch time: 2.8228845596s, input_fired_time: 0.0200403295, output_fired_time: 0.0000000000, propagate_forward_time: 2.4464726448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563716412
validation[          , genome  1361] predictions:    9245/  10000 (92.45%), best:    9248/10000 (92.48%), error:      2595.75806, best error:      2592.22046 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.0844001770s, input_fired_time: 0.1722943634, output_fired_time: 0.1726950705, propagate_forward_time: 13.3699779510, propagate_backward_time: 20.2481307983, weight_update_time: 0.1198121384, other_time: 2.1213016510
epoch time: 3.0766024590s, input_fired_time: 0.0223570690, output_fired_time: 0.0000000000, propagate_forward_time: 2.6756043434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786411285
validation[          , genome  1361] predictions:    9250/  10000 (92.50%), best:    9248/10000 (92.48%), error:      2612.87061, best error:      2592.22046 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 35.8779335022s, input_fired_time: 0.1714480370, output_fired_time: 0.1728248894, propagate_forward_time: 13.3174896240, propagate_backward_time: 20.1035022736, weight_update_time: 0.1187124848, other_time: 2.1126689911
epoch time: 3.0696675777s, input_fired_time: 0.0224247482, output_fired_time: 0.0000000000, propagate_forward_time: 2.6652188301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820240498
validation[          , genome  1361] predictions:    9247/  10000 (92.47%), best:    9248/10000 (92.48%), error:      2610.36890, best error:      2592.22046 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.9021720886s, input_fired_time: 0.1684162468, output_fired_time: 0.1693369448, propagate_forward_time: 12.8926601410, propagate_backward_time: 19.5846900940, weight_update_time: 0.1156068295, other_time: 2.0870685577
epoch time: 3.2487840652s, input_fired_time: 0.0223628581, output_fired_time: 0.0000000000, propagate_forward_time: 2.8405504227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858706951
validation[          , genome  1361] predictions:    9252/  10000 (92.52%), best:    9248/10000 (92.48%), error:      2637.32861, best error:      2592.22046 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 36.3903923035s, input_fired_time: 0.1745410413, output_fired_time: 0.1762084365, propagate_forward_time: 13.4641027451, propagate_backward_time: 20.4465312958, weight_update_time: 0.1193628162, other_time: 2.1290073395
epoch time: 2.7914907932s, input_fired_time: 0.0196508113, output_fired_time: 0.0000000000, propagate_forward_time: 2.4219882488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498518467
validation[          , genome  1361] predictions:    9213/  10000 (92.13%), best:    9248/10000 (92.48%), error:      2670.74316, best error:      2592.22046 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 35.7286148071s, input_fired_time: 0.1714395285, output_fired_time: 0.1730863750, propagate_forward_time: 13.2557802200, propagate_backward_time: 20.0115852356, weight_update_time: 0.1200547442, other_time: 2.1167221069
epoch time: 3.1405854225s, input_fired_time: 0.0220329687, output_fired_time: 0.0000000000, propagate_forward_time: 2.7349407673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836116791
validation[          , genome  1361] predictions:    9254/  10000 (92.54%), best:    9248/10000 (92.48%), error:      2608.05225, best error:      2592.22046 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 36.3952255249s, input_fired_time: 0.1744818389, output_fired_time: 0.1763347089, propagate_forward_time: 13.5061120987, propagate_backward_time: 20.4057922363, weight_update_time: 0.1202576831, other_time: 2.1325073242
epoch time: 2.9348421097s, input_fired_time: 0.0210050400, output_fired_time: 0.0000000000, propagate_forward_time: 2.5514862537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623507023
validation[          , genome  1361] predictions:    9250/  10000 (92.50%), best:    9248/10000 (92.48%), error:      2613.30469, best error:      2592.22046 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.3033370972s, input_fired_time: 0.1747209430, output_fired_time: 0.1742660701, propagate_forward_time: 13.4062328339, propagate_backward_time: 20.4113330841, weight_update_time: 0.1201998144, other_time: 2.1367835999
epoch time: 2.6554870605s, input_fired_time: 0.0187199339, output_fired_time: 0.0000000000, propagate_forward_time: 2.2989304066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378367424
validation[          , genome  1361] predictions:    9239/  10000 (92.39%), best:    9239/10000 (92.39%), error:      2578.79858, best error:      2578.79858 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.8006668091s, input_fired_time: 0.1714772284, output_fired_time: 0.1726292372, propagate_forward_time: 13.2599630356, propagate_backward_time: 20.0696754456, weight_update_time: 0.1204050034, other_time: 2.1269187927
epoch time: 3.1346316338s, input_fired_time: 0.0226237513, output_fired_time: 0.0000000000, propagate_forward_time: 2.7263312340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856766224
validation[          , genome  1361] predictions:    9263/  10000 (92.63%), best:    9239/10000 (92.39%), error:      2583.14941, best error:      2578.79858 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 36.1223678589s, input_fired_time: 0.1727874428, output_fired_time: 0.1752399504, propagate_forward_time: 13.3697957993, propagate_backward_time: 20.2797241211, weight_update_time: 0.1181341559, other_time: 2.1248207092
epoch time: 3.1085193157s, input_fired_time: 0.0221660938, output_fired_time: 0.0000000000, propagate_forward_time: 2.7069473267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794059753
validation[          , genome  1361] predictions:    9222/  10000 (92.22%), best:    9239/10000 (92.39%), error:      2642.49023, best error:      2578.79858 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.5131378174s, input_fired_time: 0.1678415388, output_fired_time: 0.1669577956, propagate_forward_time: 12.7939291000, propagate_backward_time: 19.3342323303, weight_update_time: 0.1154634804, other_time: 2.0501747131
epoch time: 2.8961739540s, input_fired_time: 0.0205238201, output_fired_time: 0.0000000000, propagate_forward_time: 2.5156023502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600478172
validation[          , genome  1361] predictions:    9265/  10000 (92.65%), best:    9239/10000 (92.39%), error:      2587.14844, best error:      2578.79858 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 34.8205375671s, input_fired_time: 0.1689588875, output_fired_time: 0.1705545634, propagate_forward_time: 12.8769044876, propagate_backward_time: 19.5256881714, weight_update_time: 0.1159666479, other_time: 2.0784301758
epoch time: 2.7288231850s, input_fired_time: 0.0196272321, output_fired_time: 0.0000000000, propagate_forward_time: 2.3669805527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422152996
validation[          , genome  1361] predictions:    9263/  10000 (92.63%), best:    9239/10000 (92.39%), error:      2609.85254, best error:      2578.79858 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 35.5404129028s, input_fired_time: 0.1714528799, output_fired_time: 0.1719022393, propagate_forward_time: 13.1390523911, propagate_backward_time: 19.9559669495, weight_update_time: 0.1177794710, other_time: 2.1020393372
epoch time: 3.0864071846s, input_fired_time: 0.0219613165, output_fired_time: 0.0000000000, propagate_forward_time: 2.6824729443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819730282
validation[          , genome  1361] predictions:    9239/  10000 (92.39%), best:    9239/10000 (92.39%), error:      2624.52539, best error:      2578.79858 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 35.2307739258s, input_fired_time: 0.1678756773, output_fired_time: 0.1703956425, propagate_forward_time: 13.0092754364, propagate_backward_time: 19.8030300140, weight_update_time: 0.1166819632, other_time: 2.0801963806
epoch time: 3.1568503380s, input_fired_time: 0.0226014778, output_fired_time: 0.0000000000, propagate_forward_time: 2.7553231716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789258003
validation[          , genome  1361] predictions:    9255/  10000 (92.55%), best:    9239/10000 (92.39%), error:      2588.62427, best error:      2578.79858 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 33.9649963379s, input_fired_time: 0.1654845774, output_fired_time: 0.1647604108, propagate_forward_time: 12.5156888962, propagate_backward_time: 19.0695838928, weight_update_time: 0.1133337170, other_time: 2.0494766235
epoch time: 3.0234866142s, input_fired_time: 0.0220156107, output_fired_time: 0.0000000000, propagate_forward_time: 2.6314427853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700282574
validation[          , genome  1361] predictions:    9217/  10000 (92.17%), best:    9239/10000 (92.39%), error:      2677.69629, best error:      2578.79858 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.7282447815s, input_fired_time: 0.1723223627, output_fired_time: 0.1737577021, propagate_forward_time: 13.2337245941, propagate_backward_time: 20.0429553986, weight_update_time: 0.1182165444, other_time: 2.1054840088
epoch time: 2.9645164013s, input_fired_time: 0.0208554734, output_fired_time: 0.0000000000, propagate_forward_time: 2.5761640072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674969673
validation[          , genome  1361] predictions:    9254/  10000 (92.54%), best:    9254/10000 (92.54%), error:      2565.00195, best error:      2565.00195 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 34.7711448669s, input_fired_time: 0.1700575203, output_fired_time: 0.1695275158, propagate_forward_time: 12.8928213120, propagate_backward_time: 19.4833946228, weight_update_time: 0.1165902838, other_time: 2.0553398132
epoch time: 2.9908854961s, input_fired_time: 0.0207103416, output_fired_time: 0.0000000000, propagate_forward_time: 2.6032745838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669006824
validation[          , genome  1361] predictions:    9260/  10000 (92.60%), best:    9254/10000 (92.54%), error:      2584.66699, best error:      2565.00195 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 36.6543235779s, input_fired_time: 0.1750437170, output_fired_time: 0.1763142496, propagate_forward_time: 13.5690584183, propagate_backward_time: 20.6006259918, weight_update_time: 0.1192591637, other_time: 2.1332798004
epoch time: 3.0218913555s, input_fired_time: 0.0215931162, output_fired_time: 0.0000000000, propagate_forward_time: 2.6079223156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923759460
validation[          , genome  1361] predictions:    9274/  10000 (92.74%), best:    9254/10000 (92.54%), error:      2572.64478, best error:      2565.00195 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 36.4831848145s, input_fired_time: 0.1733614057, output_fired_time: 0.1779598743, propagate_forward_time: 13.5127468109, propagate_backward_time: 20.4947509766, weight_update_time: 0.1188833863, other_time: 2.1243648529
epoch time: 3.2218661308s, input_fired_time: 0.0224256422, output_fired_time: 0.0000000000, propagate_forward_time: 2.8095347881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899056911
validation[          , genome  1361] predictions:    9267/  10000 (92.67%), best:    9254/10000 (92.54%), error:      2599.80542, best error:      2565.00195 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.6078643799s, input_fired_time: 0.1710676253, output_fired_time: 0.1734952927, propagate_forward_time: 13.2221469879, propagate_backward_time: 19.9464607239, weight_update_time: 0.1197537035, other_time: 2.0946941376
epoch time: 3.1471738815s, input_fired_time: 0.0226366725, output_fired_time: 0.0000000000, propagate_forward_time: 2.7484655380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760716915
validation[          , genome  1361] predictions:    9248/  10000 (92.48%), best:    9254/10000 (92.54%), error:      2645.98413, best error:      2565.00195 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.6131362915s, input_fired_time: 0.1714684069, output_fired_time: 0.1718918979, propagate_forward_time: 13.2066783905, propagate_backward_time: 19.9517593384, weight_update_time: 0.1196125969, other_time: 2.1113414764
epoch time: 2.9689702988s, input_fired_time: 0.0202718526, output_fired_time: 0.0000000000, propagate_forward_time: 2.5883238316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603746891
validation[          , genome  1361] predictions:    9254/  10000 (92.54%), best:    9254/10000 (92.54%), error:      2593.91260, best error:      2565.00195 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 35.8626670837s, input_fired_time: 0.1722248346, output_fired_time: 0.1749907583, propagate_forward_time: 13.2684583664, propagate_backward_time: 20.1336746216, weight_update_time: 0.1195035651, other_time: 2.1133155823
epoch time: 2.9932742119s, input_fired_time: 0.0212890673, output_fired_time: 0.0000000000, propagate_forward_time: 2.5954406261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765444756
validation[          , genome  1361] predictions:    9245/  10000 (92.45%), best:    9254/10000 (92.54%), error:      2658.86279, best error:      2565.00195 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 34.0180168152s, input_fired_time: 0.1667926610, output_fired_time: 0.1647475660, propagate_forward_time: 12.6159782410, propagate_backward_time: 19.0422763824, weight_update_time: 0.1128333360, other_time: 2.0282192230
epoch time: 2.9661328793s, input_fired_time: 0.0209520720, output_fired_time: 0.0000000000, propagate_forward_time: 2.5860657692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591151237
validation[          , genome  1361] predictions:    9242/  10000 (92.42%), best:    9254/10000 (92.54%), error:      2660.99390, best error:      2565.00195 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 35.8905868530s, input_fired_time: 0.1729677916, output_fired_time: 0.1744944900, propagate_forward_time: 13.3017520905, propagate_backward_time: 20.1385440826, weight_update_time: 0.1190850809, other_time: 2.1028289795
epoch time: 2.9150147438s, input_fired_time: 0.0210446808, output_fired_time: 0.0000000000, propagate_forward_time: 2.5330646038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609054089
validation[          , genome  1361] predictions:    9284/  10000 (92.84%), best:    9284/10000 (92.84%), error:      2556.66309, best error:      2556.66309 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 35.5053291321s, input_fired_time: 0.1707814336, output_fired_time: 0.1730720997, propagate_forward_time: 13.1492824554, propagate_backward_time: 19.9059467316, weight_update_time: 0.1179481596, other_time: 2.1062469482
epoch time: 3.0063068867s, input_fired_time: 0.0217600707, output_fired_time: 0.0000000000, propagate_forward_time: 2.6156992912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688476086
validation[          , genome  1361] predictions:    9244/  10000 (92.44%), best:    9284/10000 (92.84%), error:      2626.13403, best error:      2556.66309 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 33.0601158142s, input_fired_time: 0.1626093537, output_fired_time: 0.1601951420, propagate_forward_time: 12.1652154922, propagate_backward_time: 18.5719051361, weight_update_time: 0.1135483682, other_time: 2.0001926422
epoch time: 2.7951798439s, input_fired_time: 0.0196232069, output_fired_time: 0.0000000000, propagate_forward_time: 2.4314961433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440604210
validation[          , genome  1361] predictions:    9240/  10000 (92.40%), best:    9284/10000 (92.84%), error:      2611.63672, best error:      2556.66309 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 34.0811538696s, input_fired_time: 0.1634369195, output_fired_time: 0.1641451716, propagate_forward_time: 12.5722169876, propagate_backward_time: 19.1308860779, weight_update_time: 0.1141466275, other_time: 2.0504684448
epoch time: 3.0715088844s, input_fired_time: 0.0217293799, output_fired_time: 0.0000000000, propagate_forward_time: 2.6615457535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882336617
validation[          , genome  1361] predictions:    9260/  10000 (92.60%), best:    9284/10000 (92.84%), error:      2557.79297, best error:      2556.66309 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 35.0070915222s, input_fired_time: 0.1707507521, output_fired_time: 0.1677210331, propagate_forward_time: 12.9437103271, propagate_backward_time: 19.6448001862, weight_update_time: 0.1171421856, other_time: 2.0801105499
epoch time: 3.1429717541s, input_fired_time: 0.0219323616, output_fired_time: 0.0000000000, propagate_forward_time: 2.7409970760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800423145
validation[          , genome  1361] predictions:    9259/  10000 (92.59%), best:    9284/10000 (92.84%), error:      2583.54297, best error:      2556.66309 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 35.6765480042s, input_fired_time: 0.1741159558, output_fired_time: 0.1735546291, propagate_forward_time: 13.2024698257, propagate_backward_time: 20.0175209045, weight_update_time: 0.1192338020, other_time: 2.1088905334
epoch time: 2.8684906960s, input_fired_time: 0.0205238406, output_fired_time: 0.0000000000, propagate_forward_time: 2.4936676025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542993069
validation[          , genome  1361] predictions:    9257/  10000 (92.57%), best:    9284/10000 (92.84%), error:      2585.16211, best error:      2556.66309 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 35.4806251526s, input_fired_time: 0.1719661653, output_fired_time: 0.1723709702, propagate_forward_time: 13.1466169357, propagate_backward_time: 19.9016857147, weight_update_time: 0.1168983132, other_time: 2.0879840851
epoch time: 2.8788914680s, input_fired_time: 0.0209703371, output_fired_time: 0.0000000000, propagate_forward_time: 2.4903452396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675758839
validation[          , genome  1361] predictions:    9272/  10000 (92.72%), best:    9284/10000 (92.84%), error:      2584.14893, best error:      2556.66309 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 35.7903442383s, input_fired_time: 0.1717897505, output_fired_time: 0.1743670702, propagate_forward_time: 13.2374172211, propagate_backward_time: 20.0929012299, weight_update_time: 0.1197911203, other_time: 2.1138687134
epoch time: 3.0193376541s, input_fired_time: 0.0219003260, output_fired_time: 0.0000000000, propagate_forward_time: 2.6079821587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894550800
validation[          , genome  1361] predictions:    9274/  10000 (92.74%), best:    9284/10000 (92.84%), error:      2560.12231, best error:      2556.66309 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 35.7437286377s, input_fired_time: 0.1714782268, output_fired_time: 0.1728948653, propagate_forward_time: 13.2623939514, propagate_backward_time: 20.0182819366, weight_update_time: 0.1200079471, other_time: 2.1186809540
epoch time: 3.1727125645s, input_fired_time: 0.0224683657, output_fired_time: 0.0000000000, propagate_forward_time: 2.7714953423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787488937
validation[          , genome  1361] predictions:    9266/  10000 (92.66%), best:    9284/10000 (92.84%), error:      2569.38574, best error:      2556.66309 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 35.3091163635s, input_fired_time: 0.1711822152, output_fired_time: 0.1702232957, propagate_forward_time: 13.0649118423, propagate_backward_time: 19.8094711304, weight_update_time: 0.1180821508, other_time: 2.0933303833
epoch time: 2.6742575169s, input_fired_time: 0.0199237131, output_fired_time: 0.0000000000, propagate_forward_time: 2.3133947849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409390450
validation[          , genome  1361] predictions:    9260/  10000 (92.60%), best:    9284/10000 (92.84%), error:      2610.71484, best error:      2556.66309 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 32.0606155396s, input_fired_time: 0.1577172577, output_fired_time: 0.1557613909, propagate_forward_time: 11.8375711441, propagate_backward_time: 17.9547462463, weight_update_time: 0.1079897955, other_time: 1.9548187256
epoch time: 3.0805563927s, input_fired_time: 0.0220414586, output_fired_time: 0.0000000000, propagate_forward_time: 2.6769752502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815395832
validation[          , genome  1361] predictions:    9286/  10000 (92.86%), best:    9286/10000 (92.86%), error:      2546.15479, best error:      2546.15479 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 34.9352760315s, input_fired_time: 0.1710024029, output_fired_time: 0.1685613692, propagate_forward_time: 12.9382314682, propagate_backward_time: 19.6031341553, weight_update_time: 0.1159647331, other_time: 2.0543479919
epoch time: 3.1083247662s, input_fired_time: 0.0213429574, output_fired_time: 0.0000000000, propagate_forward_time: 2.7152705193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717112541
validation[          , genome  1361] predictions:    9263/  10000 (92.63%), best:    9286/10000 (92.86%), error:      2584.13599, best error:      2546.15479 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 35.4029464722s, input_fired_time: 0.1703603566, output_fired_time: 0.1714235693, propagate_forward_time: 13.1009235382, propagate_backward_time: 19.8726100922, weight_update_time: 0.1177286431, other_time: 2.0876274109
epoch time: 2.9429969788s, input_fired_time: 0.0208674818, output_fired_time: 0.0000000000, propagate_forward_time: 2.5493903160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727390766
validation[          , genome  1361] predictions:    9268/  10000 (92.68%), best:    9286/10000 (92.86%), error:      2570.04077, best error:      2546.15479 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 35.7741928101s, input_fired_time: 0.1729014963, output_fired_time: 0.1721820831, propagate_forward_time: 13.2594223022, propagate_backward_time: 20.0493106842, weight_update_time: 0.1190299839, other_time: 2.1203746796
epoch time: 2.9163339138s, input_fired_time: 0.0212343466, output_fired_time: 0.0000000000, propagate_forward_time: 2.5369126797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581869602
validation[          , genome  1361] predictions:    9278/  10000 (92.78%), best:    9286/10000 (92.86%), error:      2558.78052, best error:      2546.15479 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.6182098389s, input_fired_time: 0.1733006537, output_fired_time: 0.1721786112, propagate_forward_time: 13.1676406860, propagate_backward_time: 20.0013771057, weight_update_time: 0.1180152595, other_time: 2.1037101746
epoch time: 3.0780515671s, input_fired_time: 0.0218816288, output_fired_time: 0.0000000000, propagate_forward_time: 2.6778538227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783161640
validation[          , genome  1361] predictions:    9258/  10000 (92.58%), best:    9286/10000 (92.86%), error:      2563.98047, best error:      2546.15479 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 34.6305236816s, input_fired_time: 0.1688659191, output_fired_time: 0.1688524187, propagate_forward_time: 12.8113727570, propagate_backward_time: 19.4267253876, weight_update_time: 0.1144083366, other_time: 2.0547065735
epoch time: 2.9596567154s, input_fired_time: 0.0216763653, output_fired_time: 0.0000000000, propagate_forward_time: 2.5730810165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648993969
validation[          , genome  1361] predictions:    9270/  10000 (92.70%), best:    9286/10000 (92.86%), error:      2554.62061, best error:      2546.15479 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 35.9490242004s, input_fired_time: 0.1732350588, output_fired_time: 0.1726482213, propagate_forward_time: 13.2807941437, propagate_backward_time: 20.2003440857, weight_update_time: 0.1204607487, other_time: 2.1219997406
epoch time: 3.0147447586s, input_fired_time: 0.0215094574, output_fired_time: 0.0000000000, propagate_forward_time: 2.6284279823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648073673
validation[          , genome  1361] predictions:    9259/  10000 (92.59%), best:    9286/10000 (92.86%), error:      2569.55981, best error:      2546.15479 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.9003562927s, input_fired_time: 0.1742583364, output_fired_time: 0.1737526655, propagate_forward_time: 13.2962446213, propagate_backward_time: 20.1309013367, weight_update_time: 0.1187965572, other_time: 2.1251983643
epoch time: 3.1140031815s, input_fired_time: 0.0214782786, output_fired_time: 0.0000000000, propagate_forward_time: 2.7132055759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793194294
validation[          , genome  1361] predictions:    9264/  10000 (92.64%), best:    9286/10000 (92.86%), error:      2594.80469, best error:      2546.15479 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 35.6974334717s, input_fired_time: 0.1725002974, output_fired_time: 0.1724830568, propagate_forward_time: 13.2144470215, propagate_backward_time: 20.0329799652, weight_update_time: 0.1198544279, other_time: 2.1050243378
epoch time: 3.0897214413s, input_fired_time: 0.0217414144, output_fired_time: 0.0000000000, propagate_forward_time: 2.6917564869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762235641
validation[          , genome  1361] predictions:    9263/  10000 (92.63%), best:    9286/10000 (92.86%), error:      2590.30420, best error:      2546.15479 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 34.9318962097s, input_fired_time: 0.1722661853, output_fired_time: 0.1710114032, propagate_forward_time: 12.9437818527, propagate_backward_time: 19.5580062866, weight_update_time: 0.1166619882, other_time: 2.0868263245
epoch time: 3.0183615685s, input_fired_time: 0.0221349373, output_fired_time: 0.0000000000, propagate_forward_time: 2.6315777302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646488190
validation[          , genome  1361] predictions:    9260/  10000 (92.60%), best:    9286/10000 (92.86%), error:      2555.46802, best error:      2546.15479 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 36.3963584900s, input_fired_time: 0.1727594584, output_fired_time: 0.1757183373, propagate_forward_time: 13.4993619919, propagate_backward_time: 20.4250221252, weight_update_time: 0.1185424924, other_time: 2.1234931946
epoch time: 3.0838322639s, input_fired_time: 0.0216158312, output_fired_time: 0.0000000000, propagate_forward_time: 2.6858639717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763525486
validation[          , genome  1361] predictions:    9262/  10000 (92.62%), best:    9286/10000 (92.86%), error:      2575.60449, best error:      2546.15479 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 35.5035247803s, input_fired_time: 0.1698647738, output_fired_time: 0.1716221571, propagate_forward_time: 13.1199874878, propagate_backward_time: 19.9293346405, weight_update_time: 0.1209562346, other_time: 2.1127147675
epoch time: 3.1005952358s, input_fired_time: 0.0222239681, output_fired_time: 0.0000000000, propagate_forward_time: 2.7023036480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760676384
validation[          , genome  1361] predictions:    9268/  10000 (92.68%), best:    9286/10000 (92.86%), error:      2607.61597, best error:      2546.15479 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 36.1415061951s, input_fired_time: 0.1742800623, output_fired_time: 0.1770271361, propagate_forward_time: 13.3715744019, propagate_backward_time: 20.2746181488, weight_update_time: 0.1216253564, other_time: 2.1440067291
epoch time: 3.1355171204s, input_fired_time: 0.0223668534, output_fired_time: 0.0000000000, propagate_forward_time: 2.7260842323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870661259
validation[          , genome  1361] predictions:    9275/  10000 (92.75%), best:    9275/10000 (92.75%), error:      2541.18823, best error:      2541.18823 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 36.3962211609s, input_fired_time: 0.1750062406, output_fired_time: 0.1747833788, propagate_forward_time: 13.4466571808, propagate_backward_time: 20.4631881714, weight_update_time: 0.1216458455, other_time: 2.1365871429
epoch time: 2.9782786369s, input_fired_time: 0.0222720578, output_fired_time: 0.0000000000, propagate_forward_time: 2.5893599987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666465282
validation[          , genome  1361] predictions:    9256/  10000 (92.56%), best:    9275/10000 (92.75%), error:      2587.53418, best error:      2541.18823 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 35.8356819153s, input_fired_time: 0.1735523492, output_fired_time: 0.1733637452, propagate_forward_time: 13.2084674835, propagate_backward_time: 20.1556720734, weight_update_time: 0.1184440479, other_time: 2.1246261597
epoch time: 3.1126971245s, input_fired_time: 0.0222488921, output_fired_time: 0.0000000000, propagate_forward_time: 2.7138545513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765935898
validation[          , genome  1361] predictions:    9276/  10000 (92.76%), best:    9275/10000 (92.75%), error:      2548.31396, best error:      2541.18823 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 35.5592689514s, input_fired_time: 0.1724313647, output_fired_time: 0.1708790958, propagate_forward_time: 13.1690149307, propagate_backward_time: 19.9349308014, weight_update_time: 0.1193931028, other_time: 2.1120128632
epoch time: 3.0852992535s, input_fired_time: 0.0224211831, output_fired_time: 0.0000000000, propagate_forward_time: 2.6884965897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743815422
validation[          , genome  1361] predictions:    9268/  10000 (92.68%), best:    9275/10000 (92.75%), error:      2559.98999, best error:      2541.18823 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 35.7822761536s, input_fired_time: 0.1751202047, output_fired_time: 0.1730554253, propagate_forward_time: 13.2370214462, propagate_backward_time: 20.0950241089, weight_update_time: 0.1210407987, other_time: 2.1020545959
epoch time: 3.1756122112s, input_fired_time: 0.0227719992, output_fired_time: 0.0000000000, propagate_forward_time: 2.7690513134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837888241
validation[          , genome  1361] predictions:    9274/  10000 (92.74%), best:    9275/10000 (92.75%), error:      2559.02979, best error:      2541.18823 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 36.3588104248s, input_fired_time: 0.1742063612, output_fired_time: 0.1765828729, propagate_forward_time: 13.4795904160, propagate_backward_time: 20.4100399017, weight_update_time: 0.1193361357, other_time: 2.1183910370
epoch time: 3.0691056252s, input_fired_time: 0.0219457280, output_fired_time: 0.0000000000, propagate_forward_time: 2.6627211571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844387531
validation[          , genome  1361] predictions:    9266/  10000 (92.66%), best:    9275/10000 (92.75%), error:      2556.24683, best error:      2541.18823 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 36.5312843323s, input_fired_time: 0.1765952855, output_fired_time: 0.1766796857, propagate_forward_time: 13.5317640305, propagate_backward_time: 20.5011577606, weight_update_time: 0.1213248223, other_time: 2.1450862885
epoch time: 2.8252677917s, input_fired_time: 0.0202932153, output_fired_time: 0.0000000000, propagate_forward_time: 2.4488375187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561370373
validation[          , genome  1361] predictions:    9264/  10000 (92.64%), best:    9275/10000 (92.75%), error:      2598.37915, best error:      2541.18823 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 34.0160751343s, input_fired_time: 0.1682995558, output_fired_time: 0.1654247791, propagate_forward_time: 12.5897779465, propagate_backward_time: 19.0662422180, weight_update_time: 0.1127038300, other_time: 2.0263290405
epoch time: 2.9969179630s, input_fired_time: 0.0219230242, output_fired_time: 0.0000000000, propagate_forward_time: 2.6112380028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637568951
validation[          , genome  1361] predictions:    9276/  10000 (92.76%), best:    9275/10000 (92.75%), error:      2549.03931, best error:      2541.18823 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 34.3628845215s, input_fired_time: 0.1688610166, output_fired_time: 0.1666249484, propagate_forward_time: 12.6935396194, propagate_backward_time: 19.2917709351, weight_update_time: 0.1156580597, other_time: 2.0420875549
epoch time: 3.0014438629s, input_fired_time: 0.0211937949, output_fired_time: 0.0000000000, propagate_forward_time: 2.6077802181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724699020
validation[          , genome  1361] predictions:    9271/  10000 (92.71%), best:    9275/10000 (92.75%), error:      2556.00269, best error:      2541.18823 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 35.4917488098s, input_fired_time: 0.1738510579, output_fired_time: 0.1715307236, propagate_forward_time: 13.1003942490, propagate_backward_time: 19.9339389801, weight_update_time: 0.1187093258, other_time: 2.1120319366
epoch time: 2.5353887081s, input_fired_time: 0.0188508257, output_fired_time: 0.0000000000, propagate_forward_time: 2.1939730644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225648403
validation[          , genome  1361] predictions:    9266/  10000 (92.66%), best:    9275/10000 (92.75%), error:      2581.01904, best error:      2541.18823 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 35.9112052917s, input_fired_time: 0.1752448082, output_fired_time: 0.1743764281, propagate_forward_time: 13.2594776154, propagate_backward_time: 20.1882972717, weight_update_time: 0.1178394035, other_time: 2.1138095856
epoch time: 3.0055825710s, input_fired_time: 0.0216354262, output_fired_time: 0.0000000000, propagate_forward_time: 2.6159186363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680284023
validation[          , genome  1361] predictions:    9276/  10000 (92.76%), best:    9275/10000 (92.75%), error:      2567.84424, best error:      2541.18823 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 32.2378234863s, input_fired_time: 0.1615117788, output_fired_time: 0.1571773291, propagate_forward_time: 11.8764495850, propagate_backward_time: 18.0786895752, weight_update_time: 0.1078922004, other_time: 1.9639968872
epoch time: 2.8752365112s, input_fired_time: 0.0207637735, output_fired_time: 0.0000000000, propagate_forward_time: 2.5004074574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540651798
validation[          , genome  1361] predictions:    9272/  10000 (92.72%), best:    9275/10000 (92.75%), error:      2560.40015, best error:      2541.18823 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 34.2316284180s, input_fired_time: 0.1665416062, output_fired_time: 0.1670545042, propagate_forward_time: 12.6747512817, propagate_backward_time: 19.1936473846, weight_update_time: 0.1134379208, other_time: 2.0296344757
epoch time: 2.4919924736s, input_fired_time: 0.0187982861, output_fired_time: 0.0000000000, propagate_forward_time: 2.1536715031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195226192
validation[          , genome  1361] predictions:    9271/  10000 (92.71%), best:    9275/10000 (92.75%), error:      2563.29468, best error:      2541.18823 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 35.4822769165s, input_fired_time: 0.1734014302, output_fired_time: 0.1718660891, propagate_forward_time: 13.0896291733, propagate_backward_time: 19.9274272919, weight_update_time: 0.1180041283, other_time: 2.1199512482
epoch time: 3.0076282024s, input_fired_time: 0.0210259613, output_fired_time: 0.0000000000, propagate_forward_time: 2.6119599342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746423721
validation[          , genome  1361] predictions:    9267/  10000 (92.67%), best:    9275/10000 (92.75%), error:      2572.36890, best error:      2541.18823 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 35.3843078613s, input_fired_time: 0.1770248264, output_fired_time: 0.1715230346, propagate_forward_time: 13.0676937103, propagate_backward_time: 19.8634929657, weight_update_time: 0.1184965521, other_time: 2.1045722961
epoch time: 3.0609526634s, input_fired_time: 0.0216937587, output_fired_time: 0.0000000000, propagate_forward_time: 2.6668272018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724317551
validation[          , genome  1361] predictions:    9272/  10000 (92.72%), best:    9275/10000 (92.75%), error:      2553.07813, best error:      2541.18823 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 34.8419227600s, input_fired_time: 0.1720551997, output_fired_time: 0.1682890505, propagate_forward_time: 12.9012289047, propagate_backward_time: 19.5463428497, weight_update_time: 0.1160556078, other_time: 2.0540065765
epoch time: 3.0443921089s, input_fired_time: 0.0216955375, output_fired_time: 0.0000000000, propagate_forward_time: 2.6474180222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752784729
validation[          , genome  1361] predictions:    9275/  10000 (92.75%), best:    9275/10000 (92.75%), error:      2549.83618, best error:      2541.18823 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 33.9867706299s, input_fired_time: 0.1654957533, output_fired_time: 0.1664642096, propagate_forward_time: 12.5443668365, propagate_backward_time: 19.0841617584, weight_update_time: 0.1134146973, other_time: 2.0262794495
epoch time: 3.0867924690s, input_fired_time: 0.0221122280, output_fired_time: 0.0000000000, propagate_forward_time: 2.6893558502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753244877
validation[          , genome  1361] predictions:    9271/  10000 (92.71%), best:    9275/10000 (92.75%), error:      2568.14355, best error:      2541.18823 on epoch:    84, 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: 14.4647588730s, input_fired_time: 0.1045761481, output_fired_time: 0.0000000000, propagate_forward_time: 12.5194787979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8407039642
best training[          , genome  1361] predictions:   47077/  50000 (94.15%), best:    9275/10000 (92.75%), error:     10604.19434, best error:      2541.18823 on epoch:    84, 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: 3.0212628841s, input_fired_time: 0.0212022699, output_fired_time: 0.0000000000, propagate_forward_time: 2.6326861382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673744202
   testing[          , genome  1361] predictions:    9337/  10000 (93.37%), best:    9275/10000 (92.75%), error:      2388.10522, best error:      2541.18823 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:24:04 (3232): called boinc_finish(0)

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