Nameexact_genome_1512568488_45_3073_0
Workunit2586600
Created7 Dec 2017, 2:53:59 UTC
Sent7 Dec 2017, 2:57:31 UTC
Report deadline10 Dec 2017, 2:32:45 UTC
Received7 Dec 2017, 4:37:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 39 min 35 sec
CPU time1 hours 36 min 42 sec
Validate stateValid
Credit745.70
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.52 MB
Peak swap size156.35 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0626704246, output_fired_time: 0.0000000000, propagate_forward_time: 4.1922588348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346132278
validation[          , genome  3073] predictions:    9390/  10000 (93.90%), best:    9382/10000 (93.82%), error:      2177.40918, best error:      2145.51636 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.0416145325s, input_fired_time: 0.4805999398, output_fired_time: 0.4840608239, propagate_forward_time: 20.4133052826, propagate_backward_time: 29.2932052612, weight_update_time: 0.1281009614, other_time: 2.3704433441
epoch time: 4.5399875641s, input_fired_time: 0.0615987964, output_fired_time: 0.0000000000, propagate_forward_time: 4.0540542603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243345261
validation[          , genome  3073] predictions:    9404/  10000 (94.04%), best:    9404/10000 (94.04%), error:      2103.99072, best error:      2103.99072 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.0278930664s, input_fired_time: 0.4782877862, output_fired_time: 0.4801218510, propagate_forward_time: 19.3531665802, propagate_backward_time: 28.2513313293, weight_update_time: 0.1262249351, other_time: 2.4649868011
epoch time: 4.6605749130s, input_fired_time: 0.0631386414, output_fired_time: 0.0000000000, propagate_forward_time: 4.1634106636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340257645
validation[          , genome  3073] predictions:    9404/  10000 (94.04%), best:    9404/10000 (94.04%), error:      2107.36743, best error:      2103.99072 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.8369827271s, input_fired_time: 0.4795705080, output_fired_time: 0.4845151007, propagate_forward_time: 20.2459621429, propagate_backward_time: 29.2096862793, weight_update_time: 0.1298644394, other_time: 2.4172458649
epoch time: 4.6101946831s, input_fired_time: 0.0609694310, output_fired_time: 0.0000000000, propagate_forward_time: 4.1234416962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257836342
validation[          , genome  3073] predictions:    9405/  10000 (94.05%), best:    9404/10000 (94.04%), error:      2165.01440, best error:      2103.99072 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.1375732422s, input_fired_time: 0.4818988740, output_fired_time: 0.4850457013, propagate_forward_time: 20.4711475372, propagate_backward_time: 29.3467655182, weight_update_time: 0.1289753765, other_time: 2.3527145386
epoch time: 4.5648636818s, input_fired_time: 0.0628757626, output_fired_time: 0.0000000000, propagate_forward_time: 4.0813708305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206171036
validation[          , genome  3073] predictions:    9381/  10000 (93.81%), best:    9404/10000 (94.04%), error:      2147.32666, best error:      2103.99072 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.2646636963s, input_fired_time: 0.4775534272, output_fired_time: 0.4833491147, propagate_forward_time: 20.0406799316, propagate_backward_time: 28.8668193817, weight_update_time: 0.1285057813, other_time: 2.3962612152
epoch time: 4.6673159599s, input_fired_time: 0.0615809634, output_fired_time: 0.0000000000, propagate_forward_time: 4.1881093979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176254272
validation[          , genome  3073] predictions:    9370/  10000 (93.70%), best:    9404/10000 (94.04%), error:      2186.96240, best error:      2103.99072 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.3014450073s, input_fired_time: 0.4801850617, output_fired_time: 0.4901661873, propagate_forward_time: 20.4592800140, propagate_backward_time: 29.4827842712, weight_update_time: 0.1280354112, other_time: 2.3890285492
epoch time: 4.5936527252s, input_fired_time: 0.0611466542, output_fired_time: 0.0000000000, propagate_forward_time: 4.1131815910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193243980
validation[          , genome  3073] predictions:    9373/  10000 (93.73%), best:    9404/10000 (94.04%), error:      2171.28223, best error:      2103.99072 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.9684753418s, input_fired_time: 0.4804898500, output_fired_time: 0.4864799380, propagate_forward_time: 20.3984031677, propagate_backward_time: 29.2004184723, weight_update_time: 0.1287418306, other_time: 2.4026813507
epoch time: 4.6270627975s, input_fired_time: 0.0619719140, output_fired_time: 0.0000000000, propagate_forward_time: 4.1398167610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252738953
validation[          , genome  3073] predictions:    9428/  10000 (94.28%), best:    9428/10000 (94.28%), error:      2052.33325, best error:      2052.33325 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.3261756897s, input_fired_time: 0.4835461974, output_fired_time: 0.4903010726, propagate_forward_time: 20.5080490112, propagate_backward_time: 29.4524860382, weight_update_time: 0.1299447119, other_time: 2.3917942047
epoch time: 4.6065201759s, input_fired_time: 0.0611899532, output_fired_time: 0.0000000000, propagate_forward_time: 4.1236901283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216399193
validation[          , genome  3073] predictions:    9393/  10000 (93.93%), best:    9428/10000 (94.28%), error:      2129.36694, best error:      2052.33325 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.5089416504s, input_fired_time: 0.4838376939, output_fired_time: 0.4838807285, propagate_forward_time: 20.1445922852, propagate_backward_time: 28.9985713959, weight_update_time: 0.1286307722, other_time: 2.3980617523
epoch time: 4.6318845749s, input_fired_time: 0.0608150624, output_fired_time: 0.0000000000, propagate_forward_time: 4.1411657333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299039841
validation[          , genome  3073] predictions:    9373/  10000 (93.73%), best:    9428/10000 (94.28%), error:      2195.45020, best error:      2052.33325 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.5904426575s, input_fired_time: 0.4785479307, output_fired_time: 0.4857468605, propagate_forward_time: 20.2252864838, propagate_backward_time: 29.0215167999, weight_update_time: 0.1274894625, other_time: 2.3793449402
epoch time: 4.6393995285s, input_fired_time: 0.0613519810, output_fired_time: 0.0000000000, propagate_forward_time: 4.1603546143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176931381
validation[          , genome  3073] predictions:    9315/  10000 (93.15%), best:    9428/10000 (94.28%), error:      2304.47168, best error:      2052.33325 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.7677650452s, input_fired_time: 0.4787400961, output_fired_time: 0.4843657017, propagate_forward_time: 20.3141536713, propagate_backward_time: 29.1066989899, weight_update_time: 0.1285026371, other_time: 2.3838043213
epoch time: 4.1934094429s, input_fired_time: 0.0594572946, output_fired_time: 0.0000000000, propagate_forward_time: 3.6838767529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500753880
validation[          , genome  3073] predictions:    9407/  10000 (94.07%), best:    9428/10000 (94.28%), error:      2087.85278, best error:      2052.33325 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.9473953247s, input_fired_time: 0.4819035530, output_fired_time: 0.4844383597, propagate_forward_time: 20.4094276428, propagate_backward_time: 29.2137775421, weight_update_time: 0.1277139932, other_time: 2.3578472137
epoch time: 4.5978636742s, input_fired_time: 0.0618723817, output_fired_time: 0.0000000000, propagate_forward_time: 4.1094799042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265112877
validation[          , genome  3073] predictions:    9392/  10000 (93.92%), best:    9428/10000 (94.28%), error:      2086.84253, best error:      2052.33325 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.1474266052s, input_fired_time: 0.4796719849, output_fired_time: 0.4869894683, propagate_forward_time: 19.8154716492, propagate_backward_time: 28.9083023071, weight_update_time: 0.1289667338, other_time: 2.4569931030
epoch time: 4.7877464294s, input_fired_time: 0.0624325573, output_fired_time: 0.0000000000, propagate_forward_time: 4.2932748795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320387840
validation[          , genome  3073] predictions:    9393/  10000 (93.93%), best:    9428/10000 (94.28%), error:      2079.07495, best error:      2052.33325 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.8644218445s, input_fired_time: 0.4866840839, output_fired_time: 0.4837869406, propagate_forward_time: 20.2118492126, propagate_backward_time: 29.2441024780, weight_update_time: 0.1283040643, other_time: 2.4379997253
epoch time: 4.6753644943s, input_fired_time: 0.0612899289, output_fired_time: 0.0000000000, propagate_forward_time: 4.1910052299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230694771
validation[          , genome  3073] predictions:    9381/  10000 (93.81%), best:    9428/10000 (94.28%), error:      2134.14966, best error:      2052.33325 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.2437629700s, input_fired_time: 0.4785134494, output_fired_time: 0.4869627953, propagate_forward_time: 20.0418071747, propagate_backward_time: 28.8647308350, weight_update_time: 0.1274961084, other_time: 2.3717517853
epoch time: 4.9029879570s, input_fired_time: 0.0640170202, output_fired_time: 0.0000000000, propagate_forward_time: 4.4003133774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386577606
validation[          , genome  3073] predictions:    9424/  10000 (94.24%), best:    9424/10000 (94.24%), error:      2007.41919, best error:      2007.41919 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.1978569031s, input_fired_time: 0.4816795886, output_fired_time: 0.4826572537, propagate_forward_time: 20.5079269409, propagate_backward_time: 29.3494491577, weight_update_time: 0.1295738965, other_time: 2.3761444092
epoch time: 4.6992554665s, input_fired_time: 0.0614381135, output_fired_time: 0.0000000000, propagate_forward_time: 4.2117795944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260377884
validation[          , genome  3073] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1984.85950, best error:      1984.85950 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.7277069092s, input_fired_time: 0.4833119512, output_fired_time: 0.4841900468, propagate_forward_time: 20.3276691437, propagate_backward_time: 29.0595035553, weight_update_time: 0.1297492981, other_time: 2.3730316162
epoch time: 4.6181983948s, input_fired_time: 0.0618027784, output_fired_time: 0.0000000000, propagate_forward_time: 4.1278872490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285082817
validation[          , genome  3073] predictions:    9444/  10000 (94.44%), best:    9444/10000 (94.44%), error:      1971.93835, best error:      1971.93835 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.5541458130s, input_fired_time: 0.4804594815, output_fired_time: 0.4819451571, propagate_forward_time: 20.2389450073, propagate_backward_time: 29.0091972351, weight_update_time: 0.1274015307, other_time: 2.3435974121
epoch time: 4.6485023499s, input_fired_time: 0.0610922314, output_fired_time: 0.0000000000, propagate_forward_time: 4.1604146957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269952774
validation[          , genome  3073] predictions:    9438/  10000 (94.38%), best:    9444/10000 (94.44%), error:      1986.62427, best error:      1971.93835 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.8486366272s, input_fired_time: 0.4839071035, output_fired_time: 0.4886261523, propagate_forward_time: 20.2455444336, propagate_backward_time: 29.2701797485, weight_update_time: 0.1283022612, other_time: 2.3603820801
epoch time: 4.7075405121s, input_fired_time: 0.0621513426, output_fired_time: 0.0000000000, propagate_forward_time: 4.2186970711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266920090
validation[          , genome  3073] predictions:    9421/  10000 (94.21%), best:    9444/10000 (94.44%), error:      1994.91394, best error:      1971.93835 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.9863433838s, input_fired_time: 0.4796078503, output_fired_time: 0.4872103631, propagate_forward_time: 20.4420871735, propagate_backward_time: 29.2277431488, weight_update_time: 0.1279965490, other_time: 2.3496971130
epoch time: 4.1331562996s, input_fired_time: 0.0564807057, output_fired_time: 0.0000000000, propagate_forward_time: 3.6796708107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970046043
validation[          , genome  3073] predictions:    9369/  10000 (93.69%), best:    9444/10000 (94.44%), error:      2214.29810, best error:      1971.93835 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.6245460510s, input_fired_time: 0.4775056839, output_fired_time: 0.4839894772, propagate_forward_time: 20.1801490784, propagate_backward_time: 29.1089324951, weight_update_time: 0.1287422627, other_time: 2.3739700317
epoch time: 4.6033868790s, input_fired_time: 0.0619013980, output_fired_time: 0.0000000000, propagate_forward_time: 4.1176195145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238657951
validation[          , genome  3073] predictions:    9420/  10000 (94.20%), best:    9444/10000 (94.44%), error:      2003.48633, best error:      1971.93835 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.8539619446s, input_fired_time: 0.4845338464, output_fired_time: 0.4823734164, propagate_forward_time: 20.3371677399, propagate_backward_time: 29.1901607513, weight_update_time: 0.1273841411, other_time: 2.3597259521
epoch time: 4.4691267014s, input_fired_time: 0.0605883226, output_fired_time: 0.0000000000, propagate_forward_time: 3.9872794151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212589264
validation[          , genome  3073] predictions:    9402/  10000 (94.02%), best:    9444/10000 (94.44%), error:      2032.06274, best error:      1971.93835 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.0380477905s, input_fired_time: 0.4790218472, output_fired_time: 0.4841591120, propagate_forward_time: 19.8390884399, propagate_backward_time: 28.8367919922, weight_update_time: 0.1275399327, other_time: 2.3989868164
epoch time: 4.5840439796s, input_fired_time: 0.0615992658, output_fired_time: 0.0000000000, propagate_forward_time: 4.0992999077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231448174
validation[          , genome  3073] predictions:    9438/  10000 (94.38%), best:    9444/10000 (94.44%), error:      2003.25122, best error:      1971.93835 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.8594932556s, input_fired_time: 0.4849757552, output_fired_time: 0.4858219326, propagate_forward_time: 20.3356437683, propagate_backward_time: 29.1676216125, weight_update_time: 0.1280255765, other_time: 2.3854331970
epoch time: 4.5674815178s, input_fired_time: 0.0610872991, output_fired_time: 0.0000000000, propagate_forward_time: 4.0817437172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246506691
validation[          , genome  3073] predictions:    9426/  10000 (94.26%), best:    9444/10000 (94.44%), error:      2002.15576, best error:      1971.93835 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.1030006409s, input_fired_time: 0.4792014956, output_fired_time: 0.4784305692, propagate_forward_time: 19.9173183441, propagate_backward_time: 28.8209972382, weight_update_time: 0.1278108358, other_time: 2.4070510864
epoch time: 4.6882562637s, input_fired_time: 0.0623829849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2056164742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202566147
validation[          , genome  3073] predictions:    9383/  10000 (93.83%), best:    9444/10000 (94.44%), error:      2109.12524, best error:      1971.93835 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.5049247742s, input_fired_time: 0.4743885398, output_fired_time: 0.4721769691, propagate_forward_time: 19.7814521790, propagate_backward_time: 28.4328308105, weight_update_time: 0.1257841736, other_time: 2.3440780640
epoch time: 4.5888175964s, input_fired_time: 0.0621562377, output_fired_time: 0.0000000000, propagate_forward_time: 4.1045250893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221363068
validation[          , genome  3073] predictions:    9446/  10000 (94.46%), best:    9444/10000 (94.44%), error:      1982.88550, best error:      1971.93835 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.6067810059s, input_fired_time: 0.4818067849, output_fired_time: 0.4829787612, propagate_forward_time: 20.2400646210, propagate_backward_time: 29.0285415649, weight_update_time: 0.1281919479, other_time: 2.3733882904
epoch time: 4.7191753387s, input_fired_time: 0.0639500916, output_fired_time: 0.0000000000, propagate_forward_time: 4.2200026512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352226257
validation[          , genome  3073] predictions:    9428/  10000 (94.28%), best:    9444/10000 (94.44%), error:      2035.98425, best error:      1971.93835 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.5151557922s, input_fired_time: 0.4856736064, output_fired_time: 0.4896628857, propagate_forward_time: 20.6676292419, propagate_backward_time: 29.4988346100, weight_update_time: 0.1300304830, other_time: 2.3733577728
epoch time: 4.9107704163s, input_fired_time: 0.0665053129, output_fired_time: 0.0000000000, propagate_forward_time: 4.4017090797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425559044
validation[          , genome  3073] predictions:    9412/  10000 (94.12%), best:    9444/10000 (94.44%), error:      2025.30554, best error:      1971.93835 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.7711601257s, input_fired_time: 0.4811659753, output_fired_time: 0.4843442142, propagate_forward_time: 19.6872577667, propagate_backward_time: 28.6878089905, weight_update_time: 0.1281986684, other_time: 2.4305820465
epoch time: 4.6245360374s, input_fired_time: 0.0638318285, output_fired_time: 0.0000000000, propagate_forward_time: 4.1271309853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335732460
validation[          , genome  3073] predictions:    9425/  10000 (94.25%), best:    9444/10000 (94.44%), error:      2031.76770, best error:      1971.93835 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.9323120117s, input_fired_time: 0.4830482900, output_fired_time: 0.4856604934, propagate_forward_time: 20.3538684845, propagate_backward_time: 29.2482147217, weight_update_time: 0.1276448220, other_time: 2.3615207672
epoch time: 4.6014833450s, input_fired_time: 0.0612452999, output_fired_time: 0.0000000000, propagate_forward_time: 4.1143975258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258403778
validation[          , genome  3073] predictions:    9443/  10000 (94.43%), best:    9443/10000 (94.43%), error:      1948.13232, best error:      1948.13232 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.9326744080s, input_fired_time: 0.4779990613, output_fired_time: 0.4835616946, propagate_forward_time: 19.8423156738, propagate_backward_time: 28.7585277557, weight_update_time: 0.1273872256, other_time: 2.3702678680
epoch time: 4.5579423904s, input_fired_time: 0.0621259212, output_fired_time: 0.0000000000, propagate_forward_time: 4.0768165588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189996719
validation[          , genome  3073] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1922.27417, best error:      1922.27417 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.3312568665s, input_fired_time: 0.4872172475, output_fired_time: 0.4856016040, propagate_forward_time: 20.0287322998, propagate_backward_time: 28.8912258148, weight_update_time: 0.1294555664, other_time: 2.4384784698
epoch time: 4.5216970444s, input_fired_time: 0.0612488687, output_fired_time: 0.0000000000, propagate_forward_time: 4.0380549431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223933220
validation[          , genome  3073] predictions:    9429/  10000 (94.29%), best:    9451/10000 (94.51%), error:      1958.11865, best error:      1922.27417 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.4969863892s, input_fired_time: 0.4857729673, output_fired_time: 0.4803027511, propagate_forward_time: 20.1082763672, propagate_backward_time: 29.0284843445, weight_update_time: 0.1278648227, other_time: 2.3941535950
epoch time: 4.5919070244s, input_fired_time: 0.0628489703, output_fired_time: 0.0000000000, propagate_forward_time: 4.0994048119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296531677
validation[          , genome  3073] predictions:    9433/  10000 (94.33%), best:    9451/10000 (94.51%), error:      1966.23657, best error:      1922.27417 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.1538772583s, input_fired_time: 0.4845360518, output_fired_time: 0.4870125651, propagate_forward_time: 20.4570865631, propagate_backward_time: 29.3793525696, weight_update_time: 0.1280174851, other_time: 2.3458919525
epoch time: 4.5477871895s, input_fired_time: 0.0615510494, output_fired_time: 0.0000000000, propagate_forward_time: 4.0607404709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254956245
validation[          , genome  3073] predictions:    9428/  10000 (94.28%), best:    9451/10000 (94.51%), error:      1983.85510, best error:      1922.27417 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.1262397766s, input_fired_time: 0.4906169474, output_fired_time: 0.4854899049, propagate_forward_time: 20.4881992340, propagate_backward_time: 29.2307224274, weight_update_time: 0.1278206557, other_time: 2.4312133789
epoch time: 4.6526126862s, input_fired_time: 0.0617831200, output_fired_time: 0.0000000000, propagate_forward_time: 4.1559567451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348726273
validation[          , genome  3073] predictions:    9416/  10000 (94.16%), best:    9451/10000 (94.51%), error:      1989.13452, best error:      1922.27417 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.8315544128s, input_fired_time: 0.4840769470, output_fired_time: 0.4840318263, propagate_forward_time: 19.7155971527, propagate_backward_time: 28.6705455780, weight_update_time: 0.1285414100, other_time: 2.4773025513
epoch time: 4.6018180847s, input_fired_time: 0.0611386262, output_fired_time: 0.0000000000, propagate_forward_time: 4.1212434769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194359779
validation[          , genome  3073] predictions:    9410/  10000 (94.10%), best:    9451/10000 (94.51%), error:      2013.75195, best error:      1922.27417 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.6013565063s, input_fired_time: 0.4912655354, output_fired_time: 0.4902890921, propagate_forward_time: 20.7148723602, propagate_backward_time: 29.5176239014, weight_update_time: 0.1285285950, other_time: 2.3873081207
epoch time: 4.4943847656s, input_fired_time: 0.0621705391, output_fired_time: 0.0000000000, propagate_forward_time: 4.0131769180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190373421
validation[          , genome  3073] predictions:    9418/  10000 (94.18%), best:    9451/10000 (94.51%), error:      1990.17676, best error:      1922.27417 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.4618415833s, input_fired_time: 0.4872253239, output_fired_time: 0.4811426401, propagate_forward_time: 20.2007656097, propagate_backward_time: 28.9590797424, weight_update_time: 0.1257090122, other_time: 2.3336277008
epoch time: 4.5857429504s, input_fired_time: 0.0622415058, output_fired_time: 0.0000000000, propagate_forward_time: 4.0947289467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287724495
validation[          , genome  3073] predictions:    9429/  10000 (94.29%), best:    9451/10000 (94.51%), error:      1972.36572, best error:      1922.27417 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.2038002014s, input_fired_time: 0.4904300869, output_fired_time: 0.4869364202, propagate_forward_time: 20.4739227295, propagate_backward_time: 29.3721599579, weight_update_time: 0.1282116771, other_time: 2.3803539276
epoch time: 4.4444751740s, input_fired_time: 0.0613666996, output_fired_time: 0.0000000000, propagate_forward_time: 3.9692766666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138319492
validation[          , genome  3073] predictions:    9424/  10000 (94.24%), best:    9451/10000 (94.51%), error:      1969.36841, best error:      1922.27417 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.1823387146s, input_fired_time: 0.4868483841, output_fired_time: 0.4840635955, propagate_forward_time: 19.9916419983, propagate_backward_time: 28.7919311523, weight_update_time: 0.1287963390, other_time: 2.4278564453
epoch time: 4.5952181816s, input_fired_time: 0.0628458411, output_fired_time: 0.0000000000, propagate_forward_time: 4.1030254364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293470383
validation[          , genome  3073] predictions:    9421/  10000 (94.21%), best:    9451/10000 (94.51%), error:      2065.88672, best error:      1922.27417 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.2239151001s, input_fired_time: 0.4846297801, output_fired_time: 0.4821932018, propagate_forward_time: 20.1244068146, propagate_backward_time: 28.7742385864, weight_update_time: 0.1258603781, other_time: 2.3584461212
epoch time: 4.6675586700s, input_fired_time: 0.0628074482, output_fired_time: 0.0000000000, propagate_forward_time: 4.1807355881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240155220
validation[          , genome  3073] predictions:    9426/  10000 (94.26%), best:    9451/10000 (94.51%), error:      1994.48108, best error:      1922.27417 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.6323661804s, input_fired_time: 0.4892037809, output_fired_time: 0.4845767021, propagate_forward_time: 20.3284358978, propagate_backward_time: 28.9492301941, weight_update_time: 0.1271716803, other_time: 2.3809185028
epoch time: 4.6225690842s, input_fired_time: 0.0628150776, output_fired_time: 0.0000000000, propagate_forward_time: 4.1364502907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233036041
validation[          , genome  3073] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1912.43726, best error:      1912.43726 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.4980010986s, input_fired_time: 0.4907205701, output_fired_time: 0.4855030477, propagate_forward_time: 20.6160640717, propagate_backward_time: 29.5517024994, weight_update_time: 0.1288883835, other_time: 2.3540115356
epoch time: 4.5317673683s, input_fired_time: 0.0620442182, output_fired_time: 0.0000000000, propagate_forward_time: 4.0469689369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227542877
validation[          , genome  3073] predictions:    9438/  10000 (94.38%), best:    9461/10000 (94.61%), error:      1939.93286, best error:      1912.43726 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.1816215515s, input_fired_time: 0.4841236770, output_fired_time: 0.4813829064, propagate_forward_time: 19.9191722870, propagate_backward_time: 28.8925609589, weight_update_time: 0.1278032362, other_time: 2.4043807983
epoch time: 4.7856907845s, input_fired_time: 0.0648779869, output_fired_time: 0.0000000000, propagate_forward_time: 4.2867817879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340310097
validation[          , genome  3073] predictions:    9431/  10000 (94.31%), best:    9461/10000 (94.61%), error:      1926.25635, best error:      1912.43726 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.7219810486s, input_fired_time: 0.4850150943, output_fired_time: 0.4872813821, propagate_forward_time: 20.1982021332, propagate_backward_time: 29.1386470795, weight_update_time: 0.1291056424, other_time: 2.4128341675
epoch time: 4.7383618355s, input_fired_time: 0.0646686777, output_fired_time: 0.0000000000, propagate_forward_time: 4.2427787781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309144020
validation[          , genome  3073] predictions:    9458/  10000 (94.58%), best:    9461/10000 (94.61%), error:      1931.39880, best error:      1912.43726 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.1137275696s, input_fired_time: 0.4816874862, output_fired_time: 0.4854057431, propagate_forward_time: 19.8886947632, propagate_backward_time: 28.8373279572, weight_update_time: 0.1300411224, other_time: 2.4206142426
epoch time: 4.6027259827s, input_fired_time: 0.0639023110, output_fired_time: 0.0000000000, propagate_forward_time: 4.1128678322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259557724
validation[          , genome  3073] predictions:    9417/  10000 (94.17%), best:    9461/10000 (94.61%), error:      2046.85352, best error:      1912.43726 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.8397254944s, input_fired_time: 0.4743347466, output_fired_time: 0.4698958993, propagate_forward_time: 19.5345916748, propagate_backward_time: 28.0474567413, weight_update_time: 0.1248609945, other_time: 2.3134479523
epoch time: 4.6343932152s, input_fired_time: 0.0629525110, output_fired_time: 0.0000000000, propagate_forward_time: 4.1443033218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271373749
validation[          , genome  3073] predictions:    9425/  10000 (94.25%), best:    9461/10000 (94.61%), error:      2020.48547, best error:      1912.43726 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.8224678040s, input_fired_time: 0.4875770211, output_fired_time: 0.4845411181, propagate_forward_time: 20.2343292236, propagate_backward_time: 29.2345046997, weight_update_time: 0.1305003911, other_time: 2.3815155029
epoch time: 4.6100625992s, input_fired_time: 0.0632511303, output_fired_time: 0.0000000000, propagate_forward_time: 4.1182436943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285678864
validation[          , genome  3073] predictions:    9412/  10000 (94.12%), best:    9461/10000 (94.61%), error:      2023.61194, best error:      1912.43726 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.3297576904s, input_fired_time: 0.4938162863, output_fired_time: 0.4912184477, propagate_forward_time: 20.4652748108, propagate_backward_time: 29.4825897217, weight_update_time: 0.1300340593, other_time: 2.3968582153
epoch time: 4.6089758873s, input_fired_time: 0.0635796040, output_fired_time: 0.0000000000, propagate_forward_time: 4.1180300713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273662567
validation[          , genome  3073] predictions:    9444/  10000 (94.44%), best:    9444/10000 (94.44%), error:      1889.99670, best error:      1889.99670 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.2383232117s, input_fired_time: 0.4959256053, output_fired_time: 0.4888230264, propagate_forward_time: 20.6021938324, propagate_backward_time: 29.2393550873, weight_update_time: 0.1284545362, other_time: 2.4120254517
epoch time: 4.5396575928s, input_fired_time: 0.0616813377, output_fired_time: 0.0000000000, propagate_forward_time: 4.0645761490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134001732
validation[          , genome  3073] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1882.17639, best error:      1882.17639 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.6256103516s, input_fired_time: 0.4922376871, output_fired_time: 0.4833263457, propagate_forward_time: 20.2508621216, propagate_backward_time: 28.9930648804, weight_update_time: 0.1287097484, other_time: 2.4061203003
epoch time: 4.5975508690s, input_fired_time: 0.0636943579, output_fired_time: 0.0000000000, propagate_forward_time: 4.1096129417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242434502
validation[          , genome  3073] predictions:    9431/  10000 (94.31%), best:    9452/10000 (94.52%), error:      1955.44006, best error:      1882.17639 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.2140884399s, input_fired_time: 0.4913730323, output_fired_time: 0.4861079156, propagate_forward_time: 19.8565673828, propagate_backward_time: 28.9033908844, weight_update_time: 0.1301839501, other_time: 2.4766521454
epoch time: 4.6828069687s, input_fired_time: 0.0629444867, output_fired_time: 0.0000000000, propagate_forward_time: 4.1904668808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293956757
validation[          , genome  3073] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1951.93823, best error:      1882.17639 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.2182807922s, input_fired_time: 0.4917455912, output_fired_time: 0.4896882772, propagate_forward_time: 20.5285129547, propagate_backward_time: 29.3198280334, weight_update_time: 0.1277853996, other_time: 2.3885059357
epoch time: 4.6626377106s, input_fired_time: 0.0631962121, output_fired_time: 0.0000000000, propagate_forward_time: 4.1735677719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258737564
validation[          , genome  3073] predictions:    9448/  10000 (94.48%), best:    9452/10000 (94.52%), error:      1922.88696, best error:      1882.17639 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.2284278870s, input_fired_time: 0.4826328158, output_fired_time: 0.4804237783, propagate_forward_time: 19.9897651672, propagate_backward_time: 28.9084796906, weight_update_time: 0.1267593652, other_time: 2.3671283722
epoch time: 4.3375458717s, input_fired_time: 0.0605017096, output_fired_time: 0.0000000000, propagate_forward_time: 3.8648235798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122207165
validation[          , genome  3073] predictions:    9379/  10000 (93.79%), best:    9452/10000 (94.52%), error:      2109.55322, best error:      1882.17639 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.1038665771s, input_fired_time: 0.4813032150, output_fired_time: 0.4764059782, propagate_forward_time: 20.0921669006, propagate_backward_time: 28.7198734283, weight_update_time: 0.1255984455, other_time: 2.3341159821
epoch time: 4.5163483620s, input_fired_time: 0.0625369698, output_fired_time: 0.0000000000, propagate_forward_time: 4.0083408356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454703331
validation[          , genome  3073] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1948.35242, best error:      1882.17639 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.3807907104s, input_fired_time: 0.4880102873, output_fired_time: 0.4935247302, propagate_forward_time: 20.6154994965, propagate_backward_time: 29.4631252289, weight_update_time: 0.1291185915, other_time: 2.3206291199
epoch time: 4.5772075653s, input_fired_time: 0.0629967079, output_fired_time: 0.0000000000, propagate_forward_time: 4.0788249969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353857040
validation[          , genome  3073] predictions:    9418/  10000 (94.18%), best:    9452/10000 (94.52%), error:      2053.36670, best error:      1882.17639 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.9529647827s, input_fired_time: 0.4901727438, output_fired_time: 0.4874715805, propagate_forward_time: 20.3814220428, propagate_backward_time: 29.2266502380, weight_update_time: 0.1288102120, other_time: 2.3672466278
epoch time: 4.5974621773s, input_fired_time: 0.0631359741, output_fired_time: 0.0000000000, propagate_forward_time: 4.1177306175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165954590
validation[          , genome  3073] predictions:    9447/  10000 (94.47%), best:    9452/10000 (94.52%), error:      1939.27808, best error:      1882.17639 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.7191772461s, input_fired_time: 0.4891562462, output_fired_time: 0.4862669706, propagate_forward_time: 20.2346706390, propagate_backward_time: 29.0889987946, weight_update_time: 0.1306641847, other_time: 2.4200859070
epoch time: 4.5302658081s, input_fired_time: 0.0626427904, output_fired_time: 0.0000000000, propagate_forward_time: 4.0254645348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421586990
validation[          , genome  3073] predictions:    9430/  10000 (94.30%), best:    9452/10000 (94.52%), error:      1994.54565, best error:      1882.17639 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.6442260742s, input_fired_time: 0.4897257388, output_fired_time: 0.4832555056, propagate_forward_time: 20.2120933533, propagate_backward_time: 29.0420303345, weight_update_time: 0.1287396550, other_time: 2.4171180725
epoch time: 4.7567176819s, input_fired_time: 0.0654667243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2541332245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371175766
validation[          , genome  3073] predictions:    9471/  10000 (94.71%), best:    9452/10000 (94.52%), error:      1885.33032, best error:      1882.17639 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.0896415710s, input_fired_time: 0.4912622273, output_fired_time: 0.4867823720, propagate_forward_time: 20.4773616791, propagate_backward_time: 29.2581100464, weight_update_time: 0.1289823800, other_time: 2.3761272430
epoch time: 4.5619177818s, input_fired_time: 0.0631413162, output_fired_time: 0.0000000000, propagate_forward_time: 4.0691967010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295797348
validation[          , genome  3073] predictions:    9448/  10000 (94.48%), best:    9452/10000 (94.52%), error:      1968.66406, best error:      1882.17639 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.3142280579s, input_fired_time: 0.4872151315, output_fired_time: 0.4803318381, propagate_forward_time: 20.0682258606, propagate_backward_time: 28.9154148102, weight_update_time: 0.1297350079, other_time: 2.3630390167
epoch time: 4.7158646584s, input_fired_time: 0.0654332712, output_fired_time: 0.0000000000, propagate_forward_time: 4.2148065567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356245995
validation[          , genome  3073] predictions:    9437/  10000 (94.37%), best:    9452/10000 (94.52%), error:      2000.10376, best error:      1882.17639 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.9312019348s, input_fired_time: 0.4853691757, output_fired_time: 0.4831909537, propagate_forward_time: 19.9449996948, propagate_backward_time: 28.6468467712, weight_update_time: 0.1273431033, other_time: 2.3707923889
epoch time: 4.5434207916s, input_fired_time: 0.0634581968, output_fired_time: 0.0000000000, propagate_forward_time: 4.0544128418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255499840
validation[          , genome  3073] predictions:    9447/  10000 (94.47%), best:    9452/10000 (94.52%), error:      1890.37415, best error:      1882.17639 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.3256568909s, input_fired_time: 0.4913006425, output_fired_time: 0.4879505932, propagate_forward_time: 20.1496791840, propagate_backward_time: 28.7671031952, weight_update_time: 0.1279625744, other_time: 2.4296226501
epoch time: 4.6072111130s, input_fired_time: 0.0636153072, output_fired_time: 0.0000000000, propagate_forward_time: 4.1126356125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309601784
validation[          , genome  3073] predictions:    9417/  10000 (94.17%), best:    9452/10000 (94.52%), error:      1994.05786, best error:      1882.17639 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.9504127502s, input_fired_time: 0.4912623465, output_fired_time: 0.4850147963, propagate_forward_time: 20.3457374573, propagate_backward_time: 29.2189273834, weight_update_time: 0.1295121759, other_time: 2.4094715118
epoch time: 4.6664781570s, input_fired_time: 0.0638831332, output_fired_time: 0.0000000000, propagate_forward_time: 4.1711740494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314208031
validation[          , genome  3073] predictions:    9435/  10000 (94.35%), best:    9452/10000 (94.52%), error:      1911.61096, best error:      1882.17639 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.9129829407s, input_fired_time: 0.4911897182, output_fired_time: 0.4842516184, propagate_forward_time: 20.3518924713, propagate_backward_time: 29.1676292419, weight_update_time: 0.1291387677, other_time: 2.4180202484
epoch time: 4.6870255470s, input_fired_time: 0.0638822466, output_fired_time: 0.0000000000, propagate_forward_time: 4.1948471069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282960892
validation[          , genome  3073] predictions:    9429/  10000 (94.29%), best:    9452/10000 (94.52%), error:      1968.34924, best error:      1882.17639 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.7589645386s, input_fired_time: 0.4894346893, output_fired_time: 0.4801519513, propagate_forward_time: 19.7907314301, propagate_backward_time: 28.5862712860, weight_update_time: 0.1269024909, other_time: 2.4123764038
epoch time: 4.6913700104s, input_fired_time: 0.0637612566, output_fired_time: 0.0000000000, propagate_forward_time: 4.2022743225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253344536
validation[          , genome  3073] predictions:    9457/  10000 (94.57%), best:    9452/10000 (94.52%), error:      1884.45544, best error:      1882.17639 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.5349502563s, input_fired_time: 0.4927231967, output_fired_time: 0.4886660278, propagate_forward_time: 20.6641197205, propagate_backward_time: 29.4981498718, weight_update_time: 0.1301228255, other_time: 2.3912925720
epoch time: 4.6627120972s, input_fired_time: 0.0639888942, output_fired_time: 0.0000000000, propagate_forward_time: 4.1674280167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312953949
validation[          , genome  3073] predictions:    9435/  10000 (94.35%), best:    9452/10000 (94.52%), error:      1964.86719, best error:      1882.17639 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.0270767212s, input_fired_time: 0.4780419767, output_fired_time: 0.4775756598, propagate_forward_time: 19.4193592072, propagate_backward_time: 28.3155250549, weight_update_time: 0.1249885559, other_time: 2.3365726471
epoch time: 4.5275077820s, input_fired_time: 0.0628904998, output_fired_time: 0.0000000000, propagate_forward_time: 4.0437989235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208183289
validation[          , genome  3073] predictions:    9286/  10000 (92.86%), best:    9452/10000 (94.52%), error:      2458.07544, best error:      1882.17639 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.2578010559s, input_fired_time: 0.4859786034, output_fired_time: 0.4838552773, propagate_forward_time: 20.0555515289, propagate_backward_time: 28.8715496063, weight_update_time: 0.1272765398, other_time: 2.3608665466
epoch time: 4.6448187828s, input_fired_time: 0.0644906163, output_fired_time: 0.0000000000, propagate_forward_time: 4.1485190392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318089485
validation[          , genome  3073] predictions:    9449/  10000 (94.49%), best:    9452/10000 (94.52%), error:      1942.16711, best error:      1882.17639 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.4930038452s, input_fired_time: 0.4921237230, output_fired_time: 0.4871185422, propagate_forward_time: 20.1726264954, propagate_backward_time: 28.9178314209, weight_update_time: 0.1281750500, other_time: 2.4233055115
epoch time: 4.5807709694s, input_fired_time: 0.0630690306, output_fired_time: 0.0000000000, propagate_forward_time: 4.0990805626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186215401
validation[          , genome  3073] predictions:    9442/  10000 (94.42%), best:    9452/10000 (94.52%), error:      1948.39612, best error:      1882.17639 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.6117630005s, input_fired_time: 0.4865259826, output_fired_time: 0.4851290286, propagate_forward_time: 19.5804309845, propagate_backward_time: 28.6487216949, weight_update_time: 0.1274859011, other_time: 2.4109535217
epoch time: 4.2685379982s, input_fired_time: 0.0612234436, output_fired_time: 0.0000000000, propagate_forward_time: 3.7780525684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292619228
validation[          , genome  3073] predictions:    9445/  10000 (94.45%), best:    9452/10000 (94.52%), error:      1905.37427, best error:      1882.17639 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.4277267456s, input_fired_time: 0.4806613028, output_fired_time: 0.4762516320, propagate_forward_time: 19.6975498199, propagate_backward_time: 28.4284954071, weight_update_time: 0.1264152080, other_time: 2.3447685242
epoch time: 4.5918354988s, input_fired_time: 0.0629605576, output_fired_time: 0.0000000000, propagate_forward_time: 4.1073269844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215478897
validation[          , genome  3073] predictions:    9436/  10000 (94.36%), best:    9452/10000 (94.52%), error:      1937.28210, best error:      1882.17639 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.4147796631s, input_fired_time: 0.4894085228, output_fired_time: 0.4829462171, propagate_forward_time: 20.1703929901, propagate_backward_time: 28.8772106171, weight_update_time: 0.1269351095, other_time: 2.3948211670
epoch time: 4.8831820488s, input_fired_time: 0.0659425035, output_fired_time: 0.0000000000, propagate_forward_time: 4.3732538223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439859390
validation[          , genome  3073] predictions:    9451/  10000 (94.51%), best:    9452/10000 (94.52%), error:      1920.16467, best error:      1882.17639 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.7647666931s, input_fired_time: 0.4871286750, output_fired_time: 0.4857941270, propagate_forward_time: 20.2165203094, propagate_backward_time: 29.1928443909, weight_update_time: 0.1290676296, other_time: 2.3824787140
epoch time: 4.6020317078s, input_fired_time: 0.0631288439, output_fired_time: 0.0000000000, propagate_forward_time: 4.1087346077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301681519
validation[          , genome  3073] predictions:    9435/  10000 (94.35%), best:    9452/10000 (94.52%), error:      1942.78699, best error:      1882.17639 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.5951766968s, input_fired_time: 0.4890079498, output_fired_time: 0.4804047346, propagate_forward_time: 20.2717456818, propagate_backward_time: 28.9769878387, weight_update_time: 0.1268475950, other_time: 2.3770332336
epoch time: 4.8957586288s, input_fired_time: 0.0656948090, output_fired_time: 0.0000000000, propagate_forward_time: 4.3881402016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419236183
validation[          , genome  3073] predictions:    9422/  10000 (94.22%), best:    9452/10000 (94.52%), error:      2018.43848, best error:      1882.17639 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.8300209045s, input_fired_time: 0.4793829918, output_fired_time: 0.4705448747, propagate_forward_time: 19.4894313812, propagate_backward_time: 28.0672206879, weight_update_time: 0.1230686083, other_time: 2.3234405518
epoch time: 4.5933566093s, input_fired_time: 0.0642785579, output_fired_time: 0.0000000000, propagate_forward_time: 4.1031947136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258832932
validation[          , genome  3073] predictions:    9431/  10000 (94.31%), best:    9452/10000 (94.52%), error:      1943.94104, best error:      1882.17639 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.6194953918s, input_fired_time: 0.4922339618, output_fired_time: 0.4844627976, propagate_forward_time: 20.2219905853, propagate_backward_time: 29.0018062592, weight_update_time: 0.1332073808, other_time: 2.4190025330
epoch time: 4.7225809097s, input_fired_time: 0.0652877018, output_fired_time: 0.0000000000, propagate_forward_time: 4.2234020233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338912964
validation[          , genome  3073] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1962.12732, best error:      1882.17639 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.8213500977s, input_fired_time: 0.4920192957, output_fired_time: 0.4868274927, propagate_forward_time: 20.2297630310, propagate_backward_time: 29.2089538574, weight_update_time: 0.1280429512, other_time: 2.4037857056
epoch time: 4.5967679024s, input_fired_time: 0.0641861632, output_fired_time: 0.0000000000, propagate_forward_time: 4.1125016212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200801849
validation[          , genome  3073] predictions:    9428/  10000 (94.28%), best:    9452/10000 (94.52%), error:      1951.63586, best error:      1882.17639 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.1378135681s, input_fired_time: 0.4957791269, output_fired_time: 0.4882563949, propagate_forward_time: 20.4712791443, propagate_backward_time: 29.3056907654, weight_update_time: 0.1287302673, other_time: 2.3768081665
epoch time: 4.2383198738s, input_fired_time: 0.0595036969, output_fired_time: 0.0000000000, propagate_forward_time: 3.7792663574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995499611
validation[          , genome  3073] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1880.81238, best error:      1880.81238 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.2480812073s, input_fired_time: 0.4920363426, output_fired_time: 0.4770867825, propagate_forward_time: 20.1406593323, propagate_backward_time: 28.7920207977, weight_update_time: 0.1266977191, other_time: 2.3462810516
epoch time: 4.6574740410s, input_fired_time: 0.0640616566, output_fired_time: 0.0000000000, propagate_forward_time: 4.1690831184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243292809
validation[          , genome  3073] predictions:    9386/  10000 (93.86%), best:    9475/10000 (94.75%), error:      2144.36206, best error:      1880.81238 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.9929962158s, input_fired_time: 0.4954505265, output_fired_time: 0.4847701788, propagate_forward_time: 20.3710403442, propagate_backward_time: 29.2306632996, weight_update_time: 0.1298318952, other_time: 2.4110717773
epoch time: 4.3862881660s, input_fired_time: 0.0625423193, output_fired_time: 0.0000000000, propagate_forward_time: 3.8922305107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315152168
validation[          , genome  3073] predictions:    9431/  10000 (94.31%), best:    9475/10000 (94.75%), error:      1967.39209, best error:      1880.81238 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.8819427490s, input_fired_time: 0.4872218370, output_fired_time: 0.4770550132, propagate_forward_time: 19.9621353149, propagate_backward_time: 28.5905513763, weight_update_time: 0.1276201457, other_time: 2.3649806976
epoch time: 4.7087926865s, input_fired_time: 0.0662089735, output_fired_time: 0.0000000000, propagate_forward_time: 4.2113800049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312038422
validation[          , genome  3073] predictions:    9403/  10000 (94.03%), best:    9475/10000 (94.75%), error:      2005.11768, best error:      1880.81238 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.2938804626s, input_fired_time: 0.4963191748, output_fired_time: 0.4887252450, propagate_forward_time: 20.5833740234, propagate_backward_time: 29.3511409760, weight_update_time: 0.1285338998, other_time: 2.3743228912
epoch time: 4.8217515945s, input_fired_time: 0.0665740743, output_fired_time: 0.0000000000, propagate_forward_time: 4.3146424294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405350685
validation[          , genome  3073] predictions:    9460/  10000 (94.60%), best:    9475/10000 (94.75%), error:      1890.46570, best error:      1880.81238 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.8034362793s, input_fired_time: 0.4965562522, output_fired_time: 0.4861967862, propagate_forward_time: 20.2084426880, propagate_backward_time: 29.1895465851, weight_update_time: 0.1300062984, other_time: 2.4226932526
epoch time: 4.4961404800s, input_fired_time: 0.0621928498, output_fired_time: 0.0000000000, propagate_forward_time: 4.0194053650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145421982
validation[          , genome  3073] predictions:    9419/  10000 (94.19%), best:    9475/10000 (94.75%), error:      1988.68054, best error:      1880.81238 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.9028663635s, input_fired_time: 0.4961941838, output_fired_time: 0.4844046235, propagate_forward_time: 20.4162921906, propagate_backward_time: 29.1285171509, weight_update_time: 0.1301937550, other_time: 2.3774585724
epoch time: 4.5966410637s, input_fired_time: 0.0633720607, output_fired_time: 0.0000000000, propagate_forward_time: 4.1139993668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192695618
validation[          , genome  3073] predictions:    9425/  10000 (94.25%), best:    9475/10000 (94.75%), error:      1956.49792, best error:      1880.81238 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.0931396484s, input_fired_time: 0.4910343289, output_fired_time: 0.4834460616, propagate_forward_time: 19.9260578156, propagate_backward_time: 28.7838916779, weight_update_time: 0.1270909011, other_time: 2.4087104797
epoch time: 4.4908967018s, input_fired_time: 0.0646401197, output_fired_time: 0.0000000000, propagate_forward_time: 3.9920032024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342534542
validation[          , genome  3073] predictions:    9452/  10000 (94.52%), best:    9475/10000 (94.75%), error:      1896.53027, best error:      1880.81238 on epoch:    93, 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: 22.7335147858s, input_fired_time: 0.3140549362, output_fired_time: 0.0000000000, propagate_forward_time: 20.2623100281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1571502686
best training[          , genome  3073] predictions:   48072/  50000 (96.14%), best:    9475/10000 (94.75%), error:      7023.27539, best error:      1880.81238 on epoch:    93, 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: 4.5836238861s, input_fired_time: 0.0632082596, output_fired_time: 0.0000000000, propagate_forward_time: 4.0912628174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291529655
   testing[          , genome  3073] predictions:    9495/  10000 (94.95%), best:    9475/10000 (94.75%), error:      1760.17590, best error:      1880.81238 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:37:13 (4464): called boinc_finish(0)

</stderr_txt>
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