Nameexact_genome_1512568488_43_967_1
Workunit2576153
Created6 Dec 2017, 17:38:36 UTC
Sent6 Dec 2017, 17:42:26 UTC
Report deadline9 Dec 2017, 16:41:58 UTC
Received6 Dec 2017, 19:17:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 34 min 55 sec
CPU time1 hours 34 min 34 sec
Validate stateValid
Credit739.50
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.19 MB
Peak swap size155.93 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0583086312, output_fired_time: 0.0000000000, propagate_forward_time: 3.8689217567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196891785
validation[          , genome   967] predictions:    9352/  10000 (93.52%), best:    9381/10000 (93.81%), error:      2225.16431, best error:      2185.67651 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.7202796936s, input_fired_time: 0.4650382996, output_fired_time: 0.4117882252, propagate_forward_time: 19.3317546844, propagate_backward_time: 29.0211830139, weight_update_time: 0.1087956429, other_time: 2.4905147552
epoch time: 4.3728818893s, input_fired_time: 0.0578831472, output_fired_time: 0.0000000000, propagate_forward_time: 3.8998906612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151079655
validation[          , genome   967] predictions:    9386/  10000 (93.86%), best:    9386/10000 (93.86%), error:      2139.03809, best error:      2139.03809 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.7350883484s, input_fired_time: 0.4641954601, output_fired_time: 0.4096745253, propagate_forward_time: 19.3280258179, propagate_backward_time: 29.0197238922, weight_update_time: 0.1091504395, other_time: 2.5134677887
epoch time: 4.3665032387s, input_fired_time: 0.0590924583, output_fired_time: 0.0000000000, propagate_forward_time: 3.8829431534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244675636
validation[          , genome   967] predictions:    9374/  10000 (93.74%), best:    9374/10000 (93.74%), error:      2138.93628, best error:      2138.93628 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.7638092041s, input_fired_time: 0.4645593166, output_fired_time: 0.4122217894, propagate_forward_time: 19.3102397919, propagate_backward_time: 29.0314102173, weight_update_time: 0.1097935066, other_time: 2.5453815460
epoch time: 4.3565783501s, input_fired_time: 0.0602388568, output_fired_time: 0.0000000000, propagate_forward_time: 3.8628237247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335157871
validation[          , genome   967] predictions:    9385/  10000 (93.85%), best:    9374/10000 (93.74%), error:      2141.07349, best error:      2138.93628 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.4648590088s, input_fired_time: 0.4630152285, output_fired_time: 0.4103106260, propagate_forward_time: 19.2573337555, propagate_backward_time: 28.8556804657, weight_update_time: 0.1075089499, other_time: 2.4785194397
epoch time: 4.3359928131s, input_fired_time: 0.0567869581, output_fired_time: 0.0000000000, propagate_forward_time: 3.8683199883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108858109
validation[          , genome   967] predictions:    9343/  10000 (93.43%), best:    9374/10000 (93.74%), error:      2285.49463, best error:      2138.93628 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.5699996948s, input_fired_time: 0.4583168626, output_fired_time: 0.4087300301, propagate_forward_time: 19.2762966156, propagate_backward_time: 28.9531116486, weight_update_time: 0.1081141531, other_time: 2.4735450745
epoch time: 4.3882112503s, input_fired_time: 0.0612321198, output_fired_time: 0.0000000000, propagate_forward_time: 3.8873817921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395973682
validation[          , genome   967] predictions:    9386/  10000 (93.86%), best:    9374/10000 (93.74%), error:      2144.12085, best error:      2138.93628 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.9194793701s, input_fired_time: 0.4675527811, output_fired_time: 0.4136293828, propagate_forward_time: 19.3426971436, propagate_backward_time: 29.1283664703, weight_update_time: 0.1102389470, other_time: 2.5672359467
epoch time: 4.2237658501s, input_fired_time: 0.0565698668, output_fired_time: 0.0000000000, propagate_forward_time: 3.7588248253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083709717
validation[          , genome   967] predictions:    9352/  10000 (93.52%), best:    9374/10000 (93.74%), error:      2197.69824, best error:      2138.93628 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.7297821045s, input_fired_time: 0.4662573338, output_fired_time: 0.4114249349, propagate_forward_time: 19.3147964478, propagate_backward_time: 29.0426597595, weight_update_time: 0.1088596210, other_time: 2.4946403503
epoch time: 4.2529187202s, input_fired_time: 0.0583070964, output_fired_time: 0.0000000000, propagate_forward_time: 3.7676675320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269440174
validation[          , genome   967] predictions:    9332/  10000 (93.32%), best:    9374/10000 (93.74%), error:      2215.48193, best error:      2138.93628 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.5329360962s, input_fired_time: 0.4673208594, output_fired_time: 0.4096567035, propagate_forward_time: 19.1199989319, propagate_backward_time: 28.9565620422, weight_update_time: 0.1104211733, other_time: 2.5793991089
epoch time: 4.3473186493s, input_fired_time: 0.0600770712, output_fired_time: 0.0000000000, propagate_forward_time: 3.8566172123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306242466
validation[          , genome   967] predictions:    9361/  10000 (93.61%), best:    9374/10000 (93.74%), error:      2182.34570, best error:      2138.93628 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.6872825623s, input_fired_time: 0.4664616585, output_fired_time: 0.4121592641, propagate_forward_time: 19.3291225433, propagate_backward_time: 28.9548110962, weight_update_time: 0.1093752235, other_time: 2.5247287750
epoch time: 4.4163794518s, input_fired_time: 0.0616207346, output_fired_time: 0.0000000000, propagate_forward_time: 3.9148302078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399285316
validation[          , genome   967] predictions:    9371/  10000 (93.71%), best:    9374/10000 (93.74%), error:      2141.56079, best error:      2138.93628 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.5124702454s, input_fired_time: 0.4530645907, output_fired_time: 0.4017012417, propagate_forward_time: 18.8255348206, propagate_backward_time: 28.3793067932, weight_update_time: 0.1065346599, other_time: 2.4528617859
epoch time: 4.3457455635s, input_fired_time: 0.0591257773, output_fired_time: 0.0000000000, propagate_forward_time: 3.8610408306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255788326
validation[          , genome   967] predictions:    9401/  10000 (94.01%), best:    9401/10000 (94.01%), error:      2136.65967, best error:      2136.65967 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 50.9697113037s, input_fired_time: 0.4577054083, output_fired_time: 0.4051604569, propagate_forward_time: 18.9785423279, propagate_backward_time: 28.6346359253, weight_update_time: 0.1083906144, other_time: 2.4936676025
epoch time: 4.3419961929s, input_fired_time: 0.0583342090, output_fired_time: 0.0000000000, propagate_forward_time: 3.8649573326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187045097
validation[          , genome   967] predictions:    9392/  10000 (93.92%), best:    9392/10000 (93.92%), error:      2095.75562, best error:      2095.75562 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.4957199097s, input_fired_time: 0.4631659389, output_fired_time: 0.4110501707, propagate_forward_time: 19.2145214081, propagate_backward_time: 28.9212722778, weight_update_time: 0.1077291295, other_time: 2.4857120514
epoch time: 4.3901424408s, input_fired_time: 0.0596034639, output_fired_time: 0.0000000000, propagate_forward_time: 3.9058129787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247257710
validation[          , genome   967] predictions:    9354/  10000 (93.54%), best:    9392/10000 (93.92%), error:      2200.74731, best error:      2095.75562 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.0123634338s, input_fired_time: 0.4620061815, output_fired_time: 0.4082268476, propagate_forward_time: 19.0798072815, propagate_backward_time: 28.5675010681, weight_update_time: 0.1073241159, other_time: 2.4948234558
epoch time: 4.3791804314s, input_fired_time: 0.0606295057, output_fired_time: 0.0000000000, propagate_forward_time: 3.8879277706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306232929
validation[          , genome   967] predictions:    9334/  10000 (93.34%), best:    9392/10000 (93.92%), error:      2254.10474, best error:      2095.75562 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.3139152527s, input_fired_time: 0.4620185494, output_fired_time: 0.4096346796, propagate_forward_time: 19.2061672211, propagate_backward_time: 28.7647552490, weight_update_time: 0.1070978343, other_time: 2.4713420868
epoch time: 4.2925930023s, input_fired_time: 0.0568432733, output_fired_time: 0.0000000000, propagate_forward_time: 3.8245019913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112477303
validation[          , genome   967] predictions:    9302/  10000 (93.02%), best:    9392/10000 (93.92%), error:      2325.76074, best error:      2095.75562 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.6734657288s, input_fired_time: 0.4735227823, output_fired_time: 0.4138734937, propagate_forward_time: 19.2585334778, propagate_backward_time: 28.9566593170, weight_update_time: 0.1102563441, other_time: 2.5708789825
epoch time: 4.2917809486s, input_fired_time: 0.0576793738, output_fired_time: 0.0000000000, propagate_forward_time: 3.8220889568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120128155
validation[          , genome   967] predictions:    9373/  10000 (93.73%), best:    9392/10000 (93.92%), error:      2128.53149, best error:      2095.75562 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.8847656250s, input_fired_time: 0.4727523029, output_fired_time: 0.4143841267, propagate_forward_time: 19.3464088440, propagate_backward_time: 29.0790443420, weight_update_time: 0.1110171899, other_time: 2.5721778870
epoch time: 4.3817887306s, input_fired_time: 0.0603002906, output_fired_time: 0.0000000000, propagate_forward_time: 3.8844938278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369945526
validation[          , genome   967] predictions:    9336/  10000 (93.36%), best:    9392/10000 (93.92%), error:      2222.84521, best error:      2095.75562 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.3030128479s, input_fired_time: 0.4682281613, output_fired_time: 0.4120425582, propagate_forward_time: 19.1259822845, propagate_backward_time: 28.7564773560, weight_update_time: 0.1090536863, other_time: 2.5402851105
epoch time: 4.3547196388s, input_fired_time: 0.0602475516, output_fired_time: 0.0000000000, propagate_forward_time: 3.8588867188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355854988
validation[          , genome   967] predictions:    9391/  10000 (93.91%), best:    9391/10000 (93.91%), error:      2076.78931, best error:      2076.78931 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.2931098938s, input_fired_time: 0.4667350650, output_fired_time: 0.4116944969, propagate_forward_time: 19.1261959076, propagate_backward_time: 28.7869758606, weight_update_time: 0.1086005419, other_time: 2.5015087128
epoch time: 4.0790715218s, input_fired_time: 0.0550338700, output_fired_time: 0.0000000000, propagate_forward_time: 3.6303527355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936851025
validation[          , genome   967] predictions:    9386/  10000 (93.86%), best:    9391/10000 (93.91%), error:      2099.43726, best error:      2076.78931 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.5281066895s, input_fired_time: 0.4605213404, output_fired_time: 0.4105861783, propagate_forward_time: 19.2333469391, propagate_backward_time: 28.9525012970, weight_update_time: 0.1085524112, other_time: 2.4711494446
epoch time: 4.3367328644s, input_fired_time: 0.0586506352, output_fired_time: 0.0000000000, propagate_forward_time: 3.8623449802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157373905
validation[          , genome   967] predictions:    9344/  10000 (93.44%), best:    9391/10000 (93.91%), error:      2226.16797, best error:      2076.78931 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.8074760437s, input_fired_time: 0.4726342559, output_fired_time: 0.4142788947, propagate_forward_time: 19.3582115173, propagate_backward_time: 29.0429725647, weight_update_time: 0.1093418822, other_time: 2.5193786621
epoch time: 4.2815051079s, input_fired_time: 0.0610032752, output_fired_time: 0.0000000000, propagate_forward_time: 3.7819015980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386003017
validation[          , genome   967] predictions:    9382/  10000 (93.82%), best:    9382/10000 (93.82%), error:      2076.51489, best error:      2076.51489 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.6618957520s, input_fired_time: 0.4676859975, output_fired_time: 0.4141085446, propagate_forward_time: 19.2871189117, propagate_backward_time: 28.9849472046, weight_update_time: 0.1091376320, other_time: 2.5080356598
epoch time: 4.3548216820s, input_fired_time: 0.0572216362, output_fired_time: 0.0000000000, propagate_forward_time: 3.8884499073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091503620
validation[          , genome   967] predictions:    9346/  10000 (93.46%), best:    9382/10000 (93.82%), error:      2264.35156, best error:      2076.51489 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.1507301331s, input_fired_time: 0.4670874774, output_fired_time: 0.4096548855, propagate_forward_time: 19.1019859314, propagate_backward_time: 28.6616058350, weight_update_time: 0.1087991744, other_time: 2.5103950500
epoch time: 4.3918004036s, input_fired_time: 0.0605813898, output_fired_time: 0.0000000000, propagate_forward_time: 3.9009201527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302990437
validation[          , genome   967] predictions:    9399/  10000 (93.99%), best:    9399/10000 (93.99%), error:      2053.42163, best error:      2053.42163 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.2894439697s, input_fired_time: 0.4650855064, output_fired_time: 0.4108505845, propagate_forward_time: 19.1458759308, propagate_backward_time: 28.7596054077, weight_update_time: 0.1086190045, other_time: 2.5080280304
epoch time: 4.3583126068s, input_fired_time: 0.0605066270, output_fired_time: 0.0000000000, propagate_forward_time: 3.8606333733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371724129
validation[          , genome   967] predictions:    9363/  10000 (93.63%), best:    9399/10000 (93.99%), error:      2153.93750, best error:      2053.42163 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.6602668762s, input_fired_time: 0.4688711762, output_fired_time: 0.4102808237, propagate_forward_time: 19.2842903137, propagate_backward_time: 28.9776668549, weight_update_time: 0.1095518470, other_time: 2.5191555023
epoch time: 4.3687295914s, input_fired_time: 0.0629985407, output_fired_time: 0.0000000000, propagate_forward_time: 3.8596255779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461052418
validation[          , genome   967] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      2049.15674, best error:      2049.15674 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.8936080933s, input_fired_time: 0.4615138173, output_fired_time: 0.4072036445, propagate_forward_time: 18.9531955719, propagate_backward_time: 28.6101455688, weight_update_time: 0.1067404673, other_time: 2.4615497589
epoch time: 4.3177356720s, input_fired_time: 0.0567173250, output_fired_time: 0.0000000000, propagate_forward_time: 3.8550863266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059319496
validation[          , genome   967] predictions:    9368/  10000 (93.68%), best:    9413/10000 (94.13%), error:      2177.18018, best error:      2049.15674 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.5597724915s, input_fired_time: 0.4662403762, output_fired_time: 0.4096465707, propagate_forward_time: 19.2198677063, propagate_backward_time: 28.9417953491, weight_update_time: 0.1088104844, other_time: 2.5222244263
epoch time: 4.3529901505s, input_fired_time: 0.0594237559, output_fired_time: 0.0000000000, propagate_forward_time: 3.8609156609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326505661
validation[          , genome   967] predictions:    9358/  10000 (93.58%), best:    9413/10000 (94.13%), error:      2122.43237, best error:      2049.15674 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.4735603333s, input_fired_time: 0.4639647007, output_fired_time: 0.4075850844, propagate_forward_time: 19.1926994324, propagate_backward_time: 28.8975009918, weight_update_time: 0.1091069132, other_time: 2.5118083954
epoch time: 4.3152933121s, input_fired_time: 0.0602373146, output_fired_time: 0.0000000000, propagate_forward_time: 3.8257269859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293289185
validation[          , genome   967] predictions:    9386/  10000 (93.86%), best:    9413/10000 (94.13%), error:      2080.39038, best error:      2049.15674 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.3752098083s, input_fired_time: 0.4708232582, output_fired_time: 0.4115945995, propagate_forward_time: 19.1618022919, propagate_backward_time: 28.7539653778, weight_update_time: 0.1113540754, other_time: 2.5770263672
epoch time: 4.3497128487s, input_fired_time: 0.0594007000, output_fired_time: 0.0000000000, propagate_forward_time: 3.8663175106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239947796
validation[          , genome   967] predictions:    9354/  10000 (93.54%), best:    9413/10000 (94.13%), error:      2184.34741, best error:      2049.15674 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.5462493896s, input_fired_time: 0.4706789851, output_fired_time: 0.4133819938, propagate_forward_time: 19.2232646942, propagate_backward_time: 28.9065647125, weight_update_time: 0.1091335118, other_time: 2.5323562622
epoch time: 4.3445281982s, input_fired_time: 0.0575938709, output_fired_time: 0.0000000000, propagate_forward_time: 3.8793613911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075729847
validation[          , genome   967] predictions:    9381/  10000 (93.81%), best:    9413/10000 (94.13%), error:      2071.50146, best error:      2049.15674 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.4757118225s, input_fired_time: 0.4741569757, output_fired_time: 0.4133594632, propagate_forward_time: 19.1775188446, propagate_backward_time: 28.8595352173, weight_update_time: 0.1105610058, other_time: 2.5511417389
epoch time: 4.3610701561s, input_fired_time: 0.0593735836, output_fired_time: 0.0000000000, propagate_forward_time: 3.8771348000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245619774
validation[          , genome   967] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1996.30200, best error:      1996.30200 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.3584365845s, input_fired_time: 0.4679127038, output_fired_time: 0.4086397886, propagate_forward_time: 19.1433143616, propagate_backward_time: 28.8492641449, weight_update_time: 0.1085769683, other_time: 2.4893054962
epoch time: 4.3404078484s, input_fired_time: 0.0607994832, output_fired_time: 0.0000000000, propagate_forward_time: 3.8456156254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339926243
validation[          , genome   967] predictions:    9400/  10000 (94.00%), best:    9413/10000 (94.13%), error:      2024.29309, best error:      1996.30200 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.3455924988s, input_fired_time: 0.4671918154, output_fired_time: 0.4102150202, propagate_forward_time: 19.2084293365, propagate_backward_time: 28.7670192719, weight_update_time: 0.1080988050, other_time: 2.4927368164
epoch time: 4.4034891129s, input_fired_time: 0.0616581142, output_fired_time: 0.0000000000, propagate_forward_time: 3.8984620571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433691502
validation[          , genome   967] predictions:    9417/  10000 (94.17%), best:    9413/10000 (94.13%), error:      2037.06970, best error:      1996.30200 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.6967658997s, input_fired_time: 0.4702124596, output_fired_time: 0.4144705236, propagate_forward_time: 19.2665462494, propagate_backward_time: 29.0110378265, weight_update_time: 0.1103065386, other_time: 2.5345001221
epoch time: 4.2386164665s, input_fired_time: 0.0593233965, output_fired_time: 0.0000000000, propagate_forward_time: 3.7583467960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209463596
validation[          , genome   967] predictions:    9407/  10000 (94.07%), best:    9413/10000 (94.13%), error:      2047.51941, best error:      1996.30200 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.3070106506s, input_fired_time: 0.4716598988, output_fired_time: 0.4130676985, propagate_forward_time: 19.1197605133, propagate_backward_time: 28.7768840790, weight_update_time: 0.1090726182, other_time: 2.5256385803
epoch time: 4.3441166878s, input_fired_time: 0.0612997264, output_fired_time: 0.0000000000, propagate_forward_time: 3.8406667709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421501160
validation[          , genome   967] predictions:    9400/  10000 (94.00%), best:    9413/10000 (94.13%), error:      2016.56226, best error:      1996.30200 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.7481651306s, input_fired_time: 0.4713451266, output_fired_time: 0.4142343700, propagate_forward_time: 19.2964725494, propagate_backward_time: 29.0292415619, weight_update_time: 0.1094888896, other_time: 2.5368728638
epoch time: 4.3544840813s, input_fired_time: 0.0613857470, output_fired_time: 0.0000000000, propagate_forward_time: 3.8523569107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407415390
validation[          , genome   967] predictions:    9422/  10000 (94.22%), best:    9422/10000 (94.22%), error:      1994.79248, best error:      1994.79248 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.1941223145s, input_fired_time: 0.4602377415, output_fired_time: 0.4059507847, propagate_forward_time: 19.0856456757, propagate_backward_time: 28.7777023315, weight_update_time: 0.1072944552, other_time: 2.4645824432
epoch time: 4.3627324104s, input_fired_time: 0.0619960241, output_fired_time: 0.0000000000, propagate_forward_time: 3.8611414433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395949841
validation[          , genome   967] predictions:    9385/  10000 (93.85%), best:    9422/10000 (94.22%), error:      2053.74927, best error:      1994.79248 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.4892272949s, input_fired_time: 0.4728125334, output_fired_time: 0.4129233062, propagate_forward_time: 19.1554851532, propagate_backward_time: 28.8949813843, weight_update_time: 0.1106004417, other_time: 2.5530261993
epoch time: 4.4046149254s, input_fired_time: 0.0643031150, output_fired_time: 0.0000000000, propagate_forward_time: 3.8859276772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543843269
validation[          , genome   967] predictions:    9407/  10000 (94.07%), best:    9422/10000 (94.22%), error:      2015.44592, best error:      1994.79248 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.3852615356s, input_fired_time: 0.4682739675, output_fired_time: 0.4110775590, propagate_forward_time: 19.1463527679, propagate_backward_time: 28.8473491669, weight_update_time: 0.1090782508, other_time: 2.5122070313
epoch time: 4.3018107414s, input_fired_time: 0.0579650626, output_fired_time: 0.0000000000, propagate_forward_time: 3.8332121372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106333256
validation[          , genome   967] predictions:    9397/  10000 (93.97%), best:    9422/10000 (94.22%), error:      2025.98145, best error:      1994.79248 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.4164199829s, input_fired_time: 0.4719424844, output_fired_time: 0.4091784656, propagate_forward_time: 19.1590404510, propagate_backward_time: 28.8094959259, weight_update_time: 0.1102860421, other_time: 2.5667610168
epoch time: 4.3928384781s, input_fired_time: 0.0625075102, output_fired_time: 0.0000000000, propagate_forward_time: 3.8900115490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403192997
validation[          , genome   967] predictions:    9410/  10000 (94.10%), best:    9422/10000 (94.22%), error:      1996.44006, best error:      1994.79248 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.5210914612s, input_fired_time: 0.4722320139, output_fired_time: 0.4110913277, propagate_forward_time: 19.1810684204, propagate_backward_time: 28.9110774994, weight_update_time: 0.1100315675, other_time: 2.5456218719
epoch time: 4.2948427200s, input_fired_time: 0.0591426566, output_fired_time: 0.0000000000, propagate_forward_time: 3.8184099197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172902107
validation[          , genome   967] predictions:    9375/  10000 (93.75%), best:    9422/10000 (94.22%), error:      2108.85547, best error:      1994.79248 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.5621833801s, input_fired_time: 0.4705379307, output_fired_time: 0.4163789153, propagate_forward_time: 19.2248191833, propagate_backward_time: 28.9140014648, weight_update_time: 0.1117636934, other_time: 2.5364456177
epoch time: 4.3730025291s, input_fired_time: 0.0616929382, output_fired_time: 0.0000000000, propagate_forward_time: 3.8719015121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394083023
validation[          , genome   967] predictions:    9405/  10000 (94.05%), best:    9422/10000 (94.22%), error:      2027.00684, best error:      1994.79248 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.6201019287s, input_fired_time: 0.4705981016, output_fired_time: 0.4118434191, propagate_forward_time: 19.2523746490, propagate_backward_time: 28.9703807831, weight_update_time: 0.1091540083, other_time: 2.5149078369
epoch time: 4.3450603485s, input_fired_time: 0.0601763800, output_fired_time: 0.0000000000, propagate_forward_time: 3.8601355553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247484207
validation[          , genome   967] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1988.58337, best error:      1988.58337 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.9412803650s, input_fired_time: 0.4789207876, output_fired_time: 0.4142421484, propagate_forward_time: 19.3243122101, propagate_backward_time: 29.0936603546, weight_update_time: 0.1112132892, other_time: 2.6301460266
epoch time: 4.3995566368s, input_fired_time: 0.0624087192, output_fired_time: 0.0000000000, propagate_forward_time: 3.9037663937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333813190
validation[          , genome   967] predictions:    9395/  10000 (93.95%), best:    9420/10000 (94.20%), error:      2024.70886, best error:      1988.58337 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.9333724976s, input_fired_time: 0.4745582938, output_fired_time: 0.4097267985, propagate_forward_time: 18.9224662781, propagate_backward_time: 28.6069793701, weight_update_time: 0.1095134988, other_time: 2.5196418762
epoch time: 4.4052844048s, input_fired_time: 0.0632110164, output_fired_time: 0.0000000000, propagate_forward_time: 3.8844673634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576060772
validation[          , genome   967] predictions:    9401/  10000 (94.01%), best:    9420/10000 (94.20%), error:      2040.12720, best error:      1988.58337 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.4449844360s, input_fired_time: 0.4670532644, output_fired_time: 0.4099474549, propagate_forward_time: 19.1913127899, propagate_backward_time: 28.8761157990, weight_update_time: 0.1088601053, other_time: 2.5005569458
epoch time: 4.3325824738s, input_fired_time: 0.0639447123, output_fired_time: 0.0000000000, propagate_forward_time: 3.8205828667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480547905
validation[          , genome   967] predictions:    9416/  10000 (94.16%), best:    9420/10000 (94.20%), error:      2004.23315, best error:      1988.58337 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.8626976013s, input_fired_time: 0.4829942286, output_fired_time: 0.4175523520, propagate_forward_time: 19.3408050537, propagate_backward_time: 29.0341148376, weight_update_time: 0.1120437607, other_time: 2.5872306824
epoch time: 4.3234996796s, input_fired_time: 0.0633789599, output_fired_time: 0.0000000000, propagate_forward_time: 3.7994124889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607083797
validation[          , genome   967] predictions:    9369/  10000 (93.69%), best:    9420/10000 (94.20%), error:      2166.91919, best error:      1988.58337 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.4713630676s, input_fired_time: 0.4710358083, output_fired_time: 0.4126861691, propagate_forward_time: 19.1946430206, propagate_backward_time: 28.8628387451, weight_update_time: 0.1099624410, other_time: 2.5301609039
epoch time: 4.3635315895s, input_fired_time: 0.0609571896, output_fired_time: 0.0000000000, propagate_forward_time: 3.8753950596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271795750
validation[          , genome   967] predictions:    9414/  10000 (94.14%), best:    9420/10000 (94.20%), error:      2023.80920, best error:      1988.58337 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.8482971191s, input_fired_time: 0.4690471292, output_fired_time: 0.4073787928, propagate_forward_time: 18.8873977661, propagate_backward_time: 28.5559730530, weight_update_time: 0.1088719144, other_time: 2.5284996033
epoch time: 4.4040398598s, input_fired_time: 0.0629857406, output_fired_time: 0.0000000000, propagate_forward_time: 3.9005925655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404613972
validation[          , genome   967] predictions:    9383/  10000 (93.83%), best:    9420/10000 (94.20%), error:      2073.53442, best error:      1988.58337 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.8502120972s, input_fired_time: 0.4784678519, output_fired_time: 0.4150575101, propagate_forward_time: 19.2973518372, propagate_backward_time: 29.0631389618, weight_update_time: 0.1128045917, other_time: 2.5961971283
epoch time: 4.4024481773s, input_fired_time: 0.0631157681, output_fired_time: 0.0000000000, propagate_forward_time: 3.8974461555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418864250
validation[          , genome   967] predictions:    9373/  10000 (93.73%), best:    9420/10000 (94.20%), error:      2125.99976, best error:      1988.58337 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.0992584229s, input_fired_time: 0.4667678177, output_fired_time: 0.4066409171, propagate_forward_time: 19.0801982880, propagate_backward_time: 28.6577224731, weight_update_time: 0.1079410613, other_time: 2.4879322052
epoch time: 4.2941756248s, input_fired_time: 0.0587689094, output_fired_time: 0.0000000000, propagate_forward_time: 3.8168551922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185516834
validation[          , genome   967] predictions:    9404/  10000 (94.04%), best:    9420/10000 (94.20%), error:      2010.51709, best error:      1988.58337 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.6982765198s, input_fired_time: 0.4767585993, output_fired_time: 0.4148985744, propagate_forward_time: 19.2742195129, propagate_backward_time: 28.9564609528, weight_update_time: 0.1113750860, other_time: 2.5759410858
epoch time: 4.3270449638s, input_fired_time: 0.0582062267, output_fired_time: 0.0000000000, propagate_forward_time: 3.8578994274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109394550
validation[          , genome   967] predictions:    9414/  10000 (94.14%), best:    9420/10000 (94.20%), error:      2001.06848, best error:      1988.58337 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.6990470886s, input_fired_time: 0.4791654944, output_fired_time: 0.4160859585, propagate_forward_time: 19.2549552917, propagate_backward_time: 28.9629859924, weight_update_time: 0.1111595258, other_time: 2.5858573914
epoch time: 4.3704619408s, input_fired_time: 0.0645324662, output_fired_time: 0.0000000000, propagate_forward_time: 3.8538119793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521176815
validation[          , genome   967] predictions:    9393/  10000 (93.93%), best:    9420/10000 (94.20%), error:      2030.01624, best error:      1988.58337 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.0770072937s, input_fired_time: 0.4912543595, output_fired_time: 0.4224128127, propagate_forward_time: 19.3628959656, propagate_backward_time: 29.1555709839, weight_update_time: 0.1123525202, other_time: 2.6448745728
epoch time: 4.2894124985s, input_fired_time: 0.0630574226, output_fired_time: 0.0000000000, propagate_forward_time: 3.7878544331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385006428
validation[          , genome   967] predictions:    9385/  10000 (93.85%), best:    9420/10000 (94.20%), error:      2130.32397, best error:      1988.58337 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.5427474976s, input_fired_time: 0.4775125980, output_fired_time: 0.4143612683, propagate_forward_time: 19.2138385773, propagate_backward_time: 28.8929500580, weight_update_time: 0.1107018068, other_time: 2.5440864563
epoch time: 4.3399825096s, input_fired_time: 0.0623006858, output_fired_time: 0.0000000000, propagate_forward_time: 3.8412020206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364798069
validation[          , genome   967] predictions:    9419/  10000 (94.19%), best:    9420/10000 (94.20%), error:      2027.55701, best error:      1988.58337 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.7473220825s, input_fired_time: 0.4809949696, output_fired_time: 0.4172517061, propagate_forward_time: 19.2693786621, propagate_backward_time: 28.9706211090, weight_update_time: 0.1140789613, other_time: 2.6090755463
epoch time: 4.3865184784s, input_fired_time: 0.0634275898, output_fired_time: 0.0000000000, propagate_forward_time: 3.8713526726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517383575
validation[          , genome   967] predictions:    9421/  10000 (94.21%), best:    9421/10000 (94.21%), error:      1984.87122, best error:      1984.87122 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.5233688354s, input_fired_time: 0.4869209826, output_fired_time: 0.4188991785, propagate_forward_time: 19.1503295898, propagate_backward_time: 28.8397636414, weight_update_time: 0.1120714247, other_time: 2.6274566650
epoch time: 4.1776962280s, input_fired_time: 0.0632980615, output_fired_time: 0.0000000000, propagate_forward_time: 3.6734328270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409651756
validation[          , genome   967] predictions:    9418/  10000 (94.18%), best:    9418/10000 (94.18%), error:      1962.31311, best error:      1962.31311 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.6637229919s, input_fired_time: 0.4813764691, output_fired_time: 0.4139223099, propagate_forward_time: 19.2553653717, propagate_backward_time: 28.9268894196, weight_update_time: 0.1120028123, other_time: 2.5861701965
epoch time: 4.2797985077s, input_fired_time: 0.0596735999, output_fired_time: 0.0000000000, propagate_forward_time: 3.7961637974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239609241
validation[          , genome   967] predictions:    9425/  10000 (94.25%), best:    9418/10000 (94.18%), error:      1969.75122, best error:      1962.31311 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.5885162354s, input_fired_time: 0.4741604328, output_fired_time: 0.4127762020, propagate_forward_time: 19.2521095276, propagate_backward_time: 28.9103584290, weight_update_time: 0.1103930697, other_time: 2.5391120911
epoch time: 4.3018517494s, input_fired_time: 0.0644054934, output_fired_time: 0.0000000000, propagate_forward_time: 3.7845675945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528787136
validation[          , genome   967] predictions:    9413/  10000 (94.13%), best:    9418/10000 (94.18%), error:      2033.78662, best error:      1962.31311 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.8876228333s, input_fired_time: 0.4857679605, output_fired_time: 0.4188215137, propagate_forward_time: 19.2959651947, propagate_backward_time: 29.0595245361, weight_update_time: 0.1127139926, other_time: 2.6275424957
epoch time: 4.3906302452s, input_fired_time: 0.0638218448, output_fired_time: 0.0000000000, propagate_forward_time: 3.8868188858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399895668
validation[          , genome   967] predictions:    9419/  10000 (94.19%), best:    9418/10000 (94.18%), error:      1967.48511, best error:      1962.31311 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.4704399109s, input_fired_time: 0.4804685414, output_fired_time: 0.4138530493, propagate_forward_time: 19.1596755981, propagate_backward_time: 28.8586654663, weight_update_time: 0.1103116944, other_time: 2.5577774048
epoch time: 4.3750991821s, input_fired_time: 0.0622489639, output_fired_time: 0.0000000000, propagate_forward_time: 3.8762893677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365606308
validation[          , genome   967] predictions:    9366/  10000 (93.66%), best:    9418/10000 (94.18%), error:      2153.01660, best error:      1962.31311 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.6079521179s, input_fired_time: 0.4786380827, output_fired_time: 0.4146869183, propagate_forward_time: 19.2766342163, propagate_backward_time: 28.8872127533, weight_update_time: 0.1098918170, other_time: 2.5507793427
epoch time: 4.3781771660s, input_fired_time: 0.0638535619, output_fired_time: 0.0000000000, propagate_forward_time: 3.8627328873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515905380
validation[          , genome   967] predictions:    9401/  10000 (94.01%), best:    9418/10000 (94.18%), error:      2047.75122, best error:      1962.31311 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.8015289307s, input_fired_time: 0.4816951454, output_fired_time: 0.4182128906, propagate_forward_time: 19.3103046417, propagate_backward_time: 29.0142459869, weight_update_time: 0.1114468202, other_time: 2.5770721436
epoch time: 4.3244867325s, input_fired_time: 0.0592240840, output_fired_time: 0.0000000000, propagate_forward_time: 3.8513262272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139363766
validation[          , genome   967] predictions:    9375/  10000 (93.75%), best:    9418/10000 (94.18%), error:      2153.82373, best error:      1962.31311 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.5277671814s, input_fired_time: 0.4810335040, output_fired_time: 0.4149646163, propagate_forward_time: 19.2214031219, propagate_backward_time: 28.8350200653, weight_update_time: 0.1113264337, other_time: 2.5753479004
epoch time: 4.2732768059s, input_fired_time: 0.0613468327, output_fired_time: 0.0000000000, propagate_forward_time: 3.7948448658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170849323
validation[          , genome   967] predictions:    9427/  10000 (94.27%), best:    9418/10000 (94.18%), error:      1978.24597, best error:      1962.31311 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.8029251099s, input_fired_time: 0.4853278995, output_fired_time: 0.4147890806, propagate_forward_time: 19.3034133911, propagate_backward_time: 28.9928760529, weight_update_time: 0.1119377613, other_time: 2.6065196991
epoch time: 4.3817977905s, input_fired_time: 0.0626498535, output_fired_time: 0.0000000000, propagate_forward_time: 3.8826174736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365305901
validation[          , genome   967] predictions:    9415/  10000 (94.15%), best:    9418/10000 (94.18%), error:      1976.77136, best error:      1962.31311 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.1524200439s, input_fired_time: 0.4800335467, output_fired_time: 0.4118561745, propagate_forward_time: 19.0274028778, propagate_backward_time: 28.6941165924, weight_update_time: 0.1099506915, other_time: 2.5390090942
epoch time: 4.3686861992s, input_fired_time: 0.0624921583, output_fired_time: 0.0000000000, propagate_forward_time: 3.8745799065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316139221
validation[          , genome   967] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1955.13403, best error:      1955.13403 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.3406677246s, input_fired_time: 0.4833086729, output_fired_time: 0.4137899578, propagate_forward_time: 19.1140441895, propagate_backward_time: 28.7329750061, weight_update_time: 0.1118189991, other_time: 2.5965499878
epoch time: 4.3744864464s, input_fired_time: 0.0625085607, output_fired_time: 0.0000000000, propagate_forward_time: 3.8743164539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376614094
validation[          , genome   967] predictions:    9311/  10000 (93.11%), best:    9433/10000 (94.33%), error:      2301.30591, best error:      1955.13403 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.6188392639s, input_fired_time: 0.4822164476, output_fired_time: 0.4146957397, propagate_forward_time: 19.2325992584, propagate_backward_time: 28.9297142029, weight_update_time: 0.1110453680, other_time: 2.5596141815
epoch time: 4.3503174782s, input_fired_time: 0.0648411959, output_fired_time: 0.0000000000, propagate_forward_time: 3.8335902691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518859386
validation[          , genome   967] predictions:    9413/  10000 (94.13%), best:    9433/10000 (94.33%), error:      1993.61755, best error:      1955.13403 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.7717514038s, input_fired_time: 0.4868470430, output_fired_time: 0.4188935459, propagate_forward_time: 19.2820873260, propagate_backward_time: 28.9406909943, weight_update_time: 0.1138373017, other_time: 2.6432342529
epoch time: 4.3946409225s, input_fired_time: 0.0619970746, output_fired_time: 0.0000000000, propagate_forward_time: 3.9065699577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260740280
validation[          , genome   967] predictions:    9404/  10000 (94.04%), best:    9433/10000 (94.33%), error:      2042.50623, best error:      1955.13403 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.8784790039s, input_fired_time: 0.4918150306, output_fired_time: 0.4210070968, propagate_forward_time: 19.3304901123, propagate_backward_time: 29.0438251495, weight_update_time: 0.1115384176, other_time: 2.5913448334
epoch time: 4.3757867813s, input_fired_time: 0.0622289851, output_fired_time: 0.0000000000, propagate_forward_time: 3.8822522163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313054085
validation[          , genome   967] predictions:    9430/  10000 (94.30%), best:    9433/10000 (94.33%), error:      1966.18127, best error:      1955.13403 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.5074424744s, input_fired_time: 0.4755240977, output_fired_time: 0.4122832417, propagate_forward_time: 19.1615810394, propagate_backward_time: 28.8924846649, weight_update_time: 0.1111251861, other_time: 2.5655670166
epoch time: 4.4336762428s, input_fired_time: 0.0664294362, output_fired_time: 0.0000000000, propagate_forward_time: 3.9005744457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666721821
validation[          , genome   967] predictions:    9405/  10000 (94.05%), best:    9433/10000 (94.33%), error:      2032.49548, best error:      1955.13403 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.6466941833s, input_fired_time: 0.4927332103, output_fired_time: 0.4161939025, propagate_forward_time: 19.2500705719, propagate_backward_time: 28.8530292511, weight_update_time: 0.1132894680, other_time: 2.6346664429
epoch time: 4.3708391190s, input_fired_time: 0.0616458207, output_fired_time: 0.0000000000, propagate_forward_time: 3.8693058491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398872852
validation[          , genome   967] predictions:    9431/  10000 (94.31%), best:    9433/10000 (94.33%), error:      1961.21704, best error:      1955.13403 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.4722862244s, input_fired_time: 0.4875766933, output_fired_time: 0.4150136113, propagate_forward_time: 19.1298408508, propagate_backward_time: 28.8059120178, weight_update_time: 0.1141844466, other_time: 2.6339454651
epoch time: 4.3433661461s, input_fired_time: 0.0646819919, output_fired_time: 0.0000000000, propagate_forward_time: 3.8263318539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523522854
validation[          , genome   967] predictions:    9388/  10000 (93.88%), best:    9433/10000 (94.33%), error:      2121.77271, best error:      1955.13403 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.8000335693s, input_fired_time: 0.4850036502, output_fired_time: 0.4168888628, propagate_forward_time: 19.2450180054, propagate_backward_time: 29.0197544098, weight_update_time: 0.1131245792, other_time: 2.6333675385
epoch time: 4.3663473129s, input_fired_time: 0.0609930418, output_fired_time: 0.0000000000, propagate_forward_time: 3.8772673607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280867577
validation[          , genome   967] predictions:    9363/  10000 (93.63%), best:    9433/10000 (94.33%), error:      2165.05127, best error:      1955.13403 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.7171707153s, input_fired_time: 0.4789285064, output_fired_time: 0.4144183993, propagate_forward_time: 19.3130378723, propagate_backward_time: 28.9754543304, weight_update_time: 0.1104529947, other_time: 2.5353336334
epoch time: 4.3946013451s, input_fired_time: 0.0597176440, output_fired_time: 0.0000000000, propagate_forward_time: 3.9190278053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158558846
validation[          , genome   967] predictions:    9410/  10000 (94.10%), best:    9433/10000 (94.33%), error:      2008.02722, best error:      1955.13403 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.2481727600s, input_fired_time: 0.4902927577, output_fired_time: 0.4170410037, propagate_forward_time: 19.0325298309, propagate_backward_time: 28.7032470703, weight_update_time: 0.1107878163, other_time: 2.6050624847
epoch time: 4.3639750481s, input_fired_time: 0.0616765469, output_fired_time: 0.0000000000, propagate_forward_time: 3.8685574532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337410927
validation[          , genome   967] predictions:    9424/  10000 (94.24%), best:    9433/10000 (94.33%), error:      1972.24622, best error:      1955.13403 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.5722618103s, input_fired_time: 0.4783266783, output_fired_time: 0.4129016697, propagate_forward_time: 19.2386894226, propagate_backward_time: 28.9204063416, weight_update_time: 0.1101969779, other_time: 2.5219383240
epoch time: 4.3984203339s, input_fired_time: 0.0624527447, output_fired_time: 0.0000000000, propagate_forward_time: 3.9045820236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313855171
validation[          , genome   967] predictions:    9417/  10000 (94.17%), best:    9433/10000 (94.33%), error:      1988.36255, best error:      1955.13403 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.8431129456s, input_fired_time: 0.4748455584, output_fired_time: 0.4075190127, propagate_forward_time: 18.9066390991, propagate_backward_time: 28.5458717346, weight_update_time: 0.1085299402, other_time: 2.5082359314
epoch time: 4.3764729500s, input_fired_time: 0.0628387779, output_fired_time: 0.0000000000, propagate_forward_time: 3.8828749657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307594299
validation[          , genome   967] predictions:    9412/  10000 (94.12%), best:    9433/10000 (94.33%), error:      2010.00537, best error:      1955.13403 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.9664535522s, input_fired_time: 0.4854223132, output_fired_time: 0.4109615684, propagate_forward_time: 18.9242687225, propagate_backward_time: 28.5504970551, weight_update_time: 0.1121292934, other_time: 2.5953025818
epoch time: 4.3363471031s, input_fired_time: 0.0634731576, output_fired_time: 0.0000000000, propagate_forward_time: 3.8343462944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385275841
validation[          , genome   967] predictions:    9424/  10000 (94.24%), best:    9433/10000 (94.33%), error:      1995.38757, best error:      1955.13403 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.4086799622s, input_fired_time: 0.4864342809, output_fired_time: 0.4141793847, propagate_forward_time: 19.1433391571, propagate_backward_time: 28.7760219574, weight_update_time: 0.1107391417, other_time: 2.5887031555
epoch time: 4.3909978867s, input_fired_time: 0.0673315749, output_fired_time: 0.0000000000, propagate_forward_time: 3.8652060032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584600925
validation[          , genome   967] predictions:    9365/  10000 (93.65%), best:    9433/10000 (94.33%), error:      2183.43652, best error:      1955.13403 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.0569267273s, input_fired_time: 0.4956071377, output_fired_time: 0.4215569496, propagate_forward_time: 19.3445777893, propagate_backward_time: 29.1484375000, weight_update_time: 0.1138680354, other_time: 2.6467475891
epoch time: 4.3405971527s, input_fired_time: 0.0661877841, output_fired_time: 0.0000000000, propagate_forward_time: 3.8115627766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628465176
validation[          , genome   967] predictions:    9392/  10000 (93.92%), best:    9433/10000 (94.33%), error:      2031.98743, best error:      1955.13403 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.4820175171s, input_fired_time: 0.4806990921, output_fired_time: 0.4138191342, propagate_forward_time: 19.1853713989, propagate_backward_time: 28.8263015747, weight_update_time: 0.1111630946, other_time: 2.5758285522
epoch time: 4.3822607994s, input_fired_time: 0.0685762540, output_fired_time: 0.0000000000, propagate_forward_time: 3.8446717262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690127373
validation[          , genome   967] predictions:    9363/  10000 (93.63%), best:    9433/10000 (94.33%), error:      2144.75903, best error:      1955.13403 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.8719253540s, input_fired_time: 0.4906995893, output_fired_time: 0.4202550352, propagate_forward_time: 19.2947254181, propagate_backward_time: 29.0728454590, weight_update_time: 0.1122086123, other_time: 2.5934009552
epoch time: 4.2226314545s, input_fired_time: 0.0608204789, output_fired_time: 0.0000000000, propagate_forward_time: 3.7446956635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171152115
validation[          , genome   967] predictions:    9416/  10000 (94.16%), best:    9433/10000 (94.33%), error:      2006.88416, best error:      1955.13403 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.4896354675s, input_fired_time: 0.4881672263, output_fired_time: 0.4159081876, propagate_forward_time: 19.1456165314, propagate_backward_time: 28.8836174011, weight_update_time: 0.1105189845, other_time: 2.5563259125
epoch time: 4.3259153366s, input_fired_time: 0.0625535920, output_fired_time: 0.0000000000, propagate_forward_time: 3.8371443748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262175560
validation[          , genome   967] predictions:    9392/  10000 (93.92%), best:    9433/10000 (94.33%), error:      2073.79956, best error:      1955.13403 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.8360900879s, input_fired_time: 0.4956682622, output_fired_time: 0.4193886220, propagate_forward_time: 19.2762184143, propagate_backward_time: 29.0136013031, weight_update_time: 0.1136683226, other_time: 2.6312160492
epoch time: 4.3698277473s, input_fired_time: 0.0643778667, output_fired_time: 0.0000000000, propagate_forward_time: 3.8603115082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451384544
validation[          , genome   967] predictions:    9417/  10000 (94.17%), best:    9433/10000 (94.33%), error:      1983.86121, best error:      1955.13403 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.8433036804s, input_fired_time: 0.5020502210, output_fired_time: 0.4234327972, propagate_forward_time: 19.2440586090, propagate_backward_time: 28.9799709320, weight_update_time: 0.1135291383, other_time: 2.6937942505
epoch time: 4.3858799934s, input_fired_time: 0.0614794306, output_fired_time: 0.0000000000, propagate_forward_time: 3.9009239674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234764576
validation[          , genome   967] predictions:    9383/  10000 (93.83%), best:    9433/10000 (94.33%), error:      2067.37427, best error:      1955.13403 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.1008071899s, input_fired_time: 0.4937892854, output_fired_time: 0.4205263257, propagate_forward_time: 19.4107990265, propagate_backward_time: 29.1555347443, weight_update_time: 0.1133032590, other_time: 2.6201591492
epoch time: 4.4104976654s, input_fired_time: 0.0682772473, output_fired_time: 0.0000000000, propagate_forward_time: 3.8623030186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799172878
validation[          , genome   967] predictions:    9411/  10000 (94.11%), best:    9433/10000 (94.33%), error:      1991.33472, best error:      1955.13403 on epoch:    79, 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: 22.1483020782s, input_fired_time: 0.3264518380, output_fired_time: 0.0000000000, propagate_forward_time: 19.3582458496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4636039734
best training[          , genome   967] predictions:   47827/  50000 (95.65%), best:    9433/10000 (94.33%), error:      7941.37109, best error:      1955.13403 on epoch:    79, 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: 4.3718438148s, input_fired_time: 0.0653998032, output_fired_time: 0.0000000000, propagate_forward_time: 3.8574235439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490206242
   testing[          , genome   967] predictions:    9471/  10000 (94.71%), best:    9433/10000 (94.33%), error:      1862.87061, best error:      1955.13403 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:17:23 (4848): called boinc_finish(0)

</stderr_txt>
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