Nameexact_genome_1512568488_45_6766_0
Workunit2605093
Created7 Dec 2017, 21:50:52 UTC
Sent7 Dec 2017, 21:55:22 UTC
Report deadline14 Dec 2017, 15:43:41 UTC
Received7 Dec 2017, 23:58:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time1 hours 53 min 30 sec
CPU time1 hours 53 min 6 sec
Validate stateValid
Credit1,685.47
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 62.1683158875s, input_fired_time: 0.7977346182, output_fired_time: 0.5283696651, propagate_forward_time: 24.3680992126, propagate_backward_time: 34.6458396912, weight_update_time: 0.0857158452, other_time: 1.8282737732
epoch time: 5.2725586891s, input_fired_time: 0.0912369937, output_fired_time: 0.0000000000, propagate_forward_time: 4.8633456230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179759979
validation[          , genome  6766] predictions:    9664/  10000 (96.64%), best:    9714/10000 (97.14%), error:      1120.51880, best error:       938.57416 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.0670089722s, input_fired_time: 0.8011165857, output_fired_time: 0.5427750349, propagate_forward_time: 24.2623214722, propagate_backward_time: 34.6486015320, weight_update_time: 0.0858834758, other_time: 1.8121948242
epoch time: 5.1977491379s, input_fired_time: 0.0832978860, output_fired_time: 0.0000000000, propagate_forward_time: 4.8074212074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070302010
validation[          , genome  6766] predictions:    9691/  10000 (96.91%), best:    9714/10000 (97.14%), error:      1024.02808, best error:       938.57416 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.0499000549s, input_fired_time: 0.7997236252, output_fired_time: 0.5310467482, propagate_forward_time: 24.2800979614, propagate_backward_time: 34.6315956116, weight_update_time: 0.0864245743, other_time: 1.8074340820
epoch time: 5.2413930893s, input_fired_time: 0.0857151672, output_fired_time: 0.0000000000, propagate_forward_time: 4.8472523689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084254265
validation[          , genome  6766] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       895.68353, best error:       895.68353 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.6730308533s, input_fired_time: 0.7937129140, output_fired_time: 0.5256193876, propagate_forward_time: 24.1514968872, propagate_backward_time: 34.4115486145, weight_update_time: 0.0843436942, other_time: 1.7906532288
epoch time: 5.2010774612s, input_fired_time: 0.0882967338, output_fired_time: 0.0000000000, propagate_forward_time: 4.8057599068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070206642
validation[          , genome  6766] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:       928.69055, best error:       895.68353 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 61.6773643494s, input_fired_time: 0.7925087214, output_fired_time: 0.5267757773, propagate_forward_time: 24.1611595154, propagate_backward_time: 34.3987998962, weight_update_time: 0.0854546726, other_time: 1.7981224060
epoch time: 5.2204527855s, input_fired_time: 0.0856150538, output_fired_time: 0.0000000000, propagate_forward_time: 4.8181319237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167057037
validation[          , genome  6766] predictions:    9726/  10000 (97.26%), best:    9730/10000 (97.30%), error:       897.07910, best error:       895.68353 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.7811126709s, input_fired_time: 0.7858014703, output_fired_time: 0.5249313116, propagate_forward_time: 24.1222629547, propagate_backward_time: 34.5304412842, weight_update_time: 0.0853318274, other_time: 1.8176727295
epoch time: 5.2137274742s, input_fired_time: 0.0869989395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8174471855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092813492
validation[          , genome  6766] predictions:    9724/  10000 (97.24%), best:    9730/10000 (97.30%), error:       960.75287, best error:       895.68353 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.7089233398s, input_fired_time: 0.7935737967, output_fired_time: 0.5266238451, propagate_forward_time: 24.1185550690, propagate_backward_time: 34.4769554138, weight_update_time: 0.0856285691, other_time: 1.7932167053
epoch time: 5.2235460281s, input_fired_time: 0.0869660378, output_fired_time: 0.0000000000, propagate_forward_time: 4.8206820488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158979416
validation[          , genome  6766] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       968.29907, best error:       895.68353 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.0281410217s, input_fired_time: 0.8014674783, output_fired_time: 0.5283129811, propagate_forward_time: 24.2457351685, propagate_backward_time: 34.6433601379, weight_update_time: 0.0861622617, other_time: 1.8092651367
epoch time: 5.3115320206s, input_fired_time: 0.0879227519, output_fired_time: 0.0000000000, propagate_forward_time: 4.8954482079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281612396
validation[          , genome  6766] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       944.86395, best error:       895.68353 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.7612953186s, input_fired_time: 0.8030446172, output_fired_time: 0.5318758488, propagate_forward_time: 24.5287780762, propagate_backward_time: 35.0686264038, weight_update_time: 0.0875588059, other_time: 1.8289718628
epoch time: 5.2633256912s, input_fired_time: 0.0884408802, output_fired_time: 0.0000000000, propagate_forward_time: 4.8593692780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155155182
validation[          , genome  6766] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       925.50861, best error:       895.68353 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.7375869751s, input_fired_time: 0.7893902063, output_fired_time: 0.5215171576, propagate_forward_time: 24.1678695679, propagate_backward_time: 34.5029373169, weight_update_time: 0.0841396898, other_time: 1.7558708191
epoch time: 5.2592720985s, input_fired_time: 0.0833425671, output_fired_time: 0.0000000000, propagate_forward_time: 4.8682446480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076848984
validation[          , genome  6766] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       866.46350, best error:       866.46350 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.7575340271s, input_fired_time: 0.8081362247, output_fired_time: 0.5190759897, propagate_forward_time: 24.1172447205, propagate_backward_time: 34.5489006042, weight_update_time: 0.0854290351, other_time: 1.7641754150
epoch time: 5.1626782417s, input_fired_time: 0.0853233412, output_fired_time: 0.0000000000, propagate_forward_time: 4.7755084038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018465042
validation[          , genome  6766] predictions:    9743/  10000 (97.43%), best:    9742/10000 (97.42%), error:       869.52533, best error:       866.46350 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.2667083740s, input_fired_time: 0.7916786671, output_fired_time: 0.5227210522, propagate_forward_time: 24.3500728607, propagate_backward_time: 34.8445892334, weight_update_time: 0.0830825567, other_time: 1.7576446533
epoch time: 5.2840352058s, input_fired_time: 0.0857876018, output_fired_time: 0.0000000000, propagate_forward_time: 4.8860225677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122248650
validation[          , genome  6766] predictions:    9736/  10000 (97.36%), best:    9742/10000 (97.42%), error:       877.72546, best error:       866.46350 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.8778572083s, input_fired_time: 0.7937444448, output_fired_time: 0.5202761889, propagate_forward_time: 24.2469596863, propagate_backward_time: 34.5511283875, weight_update_time: 0.0840674415, other_time: 1.7657508850
epoch time: 5.1381058693s, input_fired_time: 0.0842516348, output_fired_time: 0.0000000000, propagate_forward_time: 4.7524833679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013710976
validation[          , genome  6766] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       886.95514, best error:       866.46350 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.9652290344s, input_fired_time: 0.7961275578, output_fired_time: 0.5399447083, propagate_forward_time: 24.2861309052, propagate_backward_time: 34.5796241760, weight_update_time: 0.0834047496, other_time: 1.7634010315
epoch time: 5.2506585121s, input_fired_time: 0.0832582265, output_fired_time: 0.0000000000, propagate_forward_time: 4.8594965935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079037666
validation[          , genome  6766] predictions:    9727/  10000 (97.27%), best:    9742/10000 (97.42%), error:       883.24121, best error:       866.46350 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.2348747253s, input_fired_time: 0.7879019380, output_fired_time: 0.5323773623, propagate_forward_time: 24.3610782623, propagate_backward_time: 34.7821197510, weight_update_time: 0.0832799375, other_time: 1.7713928223
epoch time: 5.2661476135s, input_fired_time: 0.1172886789, output_fired_time: 0.0000000000, propagate_forward_time: 4.8382110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106479645
validation[          , genome  6766] predictions:    9708/  10000 (97.08%), best:    9742/10000 (97.42%), error:       995.32678, best error:       866.46350 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.6517906189s, input_fired_time: 0.7828128934, output_fired_time: 0.5266593099, propagate_forward_time: 24.1321334839, propagate_backward_time: 34.4750633240, weight_update_time: 0.0826665536, other_time: 1.7351188660
epoch time: 5.2217197418s, input_fired_time: 0.0835742876, output_fired_time: 0.0000000000, propagate_forward_time: 4.8345150948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036303520
validation[          , genome  6766] predictions:    9695/  10000 (96.95%), best:    9742/10000 (97.42%), error:       978.96924, best error:       866.46350 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.6566543579s, input_fired_time: 0.7921708226, output_fired_time: 0.5227204561, propagate_forward_time: 24.1523132324, propagate_backward_time: 34.4420471191, weight_update_time: 0.0827598870, other_time: 1.7474021912
epoch time: 5.2017621994s, input_fired_time: 0.0889203995, output_fired_time: 0.0000000000, propagate_forward_time: 4.8033089638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095326424
validation[          , genome  6766] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       830.51013, best error:       830.51013 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.6511077881s, input_fired_time: 0.8249505758, output_fired_time: 0.5237695575, propagate_forward_time: 24.0636386871, propagate_backward_time: 34.4277915955, weight_update_time: 0.0859176666, other_time: 1.8109550476
epoch time: 5.1983795166s, input_fired_time: 0.0885651559, output_fired_time: 0.0000000000, propagate_forward_time: 4.7977299690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120841980
validation[          , genome  6766] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       861.16846, best error:       830.51013 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.5335960388s, input_fired_time: 0.8035687804, output_fired_time: 0.5209463835, propagate_forward_time: 24.1109828949, propagate_backward_time: 34.3549041748, weight_update_time: 0.0835253373, other_time: 1.7431945801
epoch time: 5.1710820198s, input_fired_time: 0.0817444697, output_fired_time: 0.0000000000, propagate_forward_time: 4.7929487228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963886261
validation[          , genome  6766] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       930.84204, best error:       830.51013 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.8477325439s, input_fired_time: 0.7897639275, output_fired_time: 0.5225753188, propagate_forward_time: 24.2230300903, propagate_backward_time: 34.5665016174, weight_update_time: 0.0825978518, other_time: 1.7458610535
epoch time: 5.2870841026s, input_fired_time: 0.0823453441, output_fired_time: 0.0000000000, propagate_forward_time: 4.8943538666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103847504
validation[          , genome  6766] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       945.81525, best error:       830.51013 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.8210144043s, input_fired_time: 0.8105327487, output_fired_time: 0.5238005519, propagate_forward_time: 24.1747436523, propagate_backward_time: 34.5152969360, weight_update_time: 0.0851579010, other_time: 1.7966423035
epoch time: 5.2726607323s, input_fired_time: 0.0858759359, output_fired_time: 0.0000000000, propagate_forward_time: 4.8766574860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101272583
validation[          , genome  6766] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       941.87292, best error:       830.51013 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.6991157532s, input_fired_time: 0.7828709483, output_fired_time: 0.5226503015, propagate_forward_time: 24.1584129333, propagate_backward_time: 34.5029182434, weight_update_time: 0.0817327574, other_time: 1.7322616577
epoch time: 5.2449598312s, input_fired_time: 0.0839127079, output_fired_time: 0.0000000000, propagate_forward_time: 4.8567781448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042688370
validation[          , genome  6766] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       934.86938, best error:       830.51013 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.8181457520s, input_fired_time: 0.7872624397, output_fired_time: 0.5231349468, propagate_forward_time: 24.2278537750, propagate_backward_time: 34.5514411926, weight_update_time: 0.0827554688, other_time: 1.7284507751
epoch time: 5.1865687370s, input_fired_time: 0.0819615349, output_fired_time: 0.0000000000, propagate_forward_time: 4.8062825203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983245850
validation[          , genome  6766] predictions:    9754/  10000 (97.54%), best:    9749/10000 (97.49%), error:       832.03888, best error:       830.51013 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.6836891174s, input_fired_time: 0.7930572629, output_fired_time: 0.5444603562, propagate_forward_time: 24.1276645660, propagate_backward_time: 34.4778060913, weight_update_time: 0.0824399218, other_time: 1.7406997681
epoch time: 5.2045555115s, input_fired_time: 0.0908336043, output_fired_time: 0.0000000000, propagate_forward_time: 4.8036332130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100886345
validation[          , genome  6766] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       805.11389, best error:       805.11389 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.9215393066s, input_fired_time: 0.8165146112, output_fired_time: 0.5232667923, propagate_forward_time: 24.2249011993, propagate_backward_time: 34.5449485779, weight_update_time: 0.0845577121, other_time: 1.8119087219
epoch time: 5.3060407639s, input_fired_time: 0.0864341334, output_fired_time: 0.0000000000, propagate_forward_time: 4.9085264206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110799789
validation[          , genome  6766] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       873.53333, best error:       805.11389 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.4628372192s, input_fired_time: 0.8083055019, output_fired_time: 0.5212534666, propagate_forward_time: 24.0460968018, propagate_backward_time: 34.3308258057, weight_update_time: 0.0846506357, other_time: 1.7563591003
epoch time: 5.2237515450s, input_fired_time: 0.0908497795, output_fired_time: 0.0000000000, propagate_forward_time: 4.8174648285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154368401
validation[          , genome  6766] predictions:    9689/  10000 (96.89%), best:    9759/10000 (97.59%), error:       979.17902, best error:       805.11389 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.9098434448s, input_fired_time: 0.8048866391, output_fired_time: 0.5239352584, propagate_forward_time: 24.2028102875, propagate_backward_time: 34.6207885742, weight_update_time: 0.0830124468, other_time: 1.7574234009
epoch time: 5.2589335442s, input_fired_time: 0.1077805012, output_fired_time: 0.0000000000, propagate_forward_time: 4.8365502357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146028519
validation[          , genome  6766] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       845.66595, best error:       805.11389 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.7933616638s, input_fired_time: 0.8133498430, output_fired_time: 0.5311053991, propagate_forward_time: 24.2053604126, propagate_backward_time: 34.4593925476, weight_update_time: 0.0856959447, other_time: 1.7841529846
epoch time: 5.2592191696s, input_fired_time: 0.0970154554, output_fired_time: 0.0000000000, propagate_forward_time: 4.8399815559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222222328
validation[          , genome  6766] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       910.87701, best error:       805.11389 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.3196067810s, input_fired_time: 0.8712365627, output_fired_time: 0.5318586230, propagate_forward_time: 24.2870464325, propagate_backward_time: 34.7504348755, weight_update_time: 0.0882250294, other_time: 1.8790283203
epoch time: 5.2382445335s, input_fired_time: 0.0967864096, output_fired_time: 0.0000000000, propagate_forward_time: 4.8245849609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168730736
validation[          , genome  6766] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       881.12585, best error:       805.11389 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.6955184937s, input_fired_time: 0.8483739495, output_fired_time: 0.5255833864, propagate_forward_time: 24.0917816162, propagate_backward_time: 34.4069709778, weight_update_time: 0.0871633291, other_time: 1.8228073120
epoch time: 5.2372770309s, input_fired_time: 0.0932446197, output_fired_time: 0.0000000000, propagate_forward_time: 4.8298664093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141660690
validation[          , genome  6766] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       922.18518, best error:       805.11389 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.6246795654s, input_fired_time: 0.8440402150, output_fired_time: 0.5243303776, propagate_forward_time: 24.0826663971, propagate_backward_time: 34.3415298462, weight_update_time: 0.0868987069, other_time: 1.8321151733
epoch time: 5.3138909340s, input_fired_time: 0.0925085247, output_fired_time: 0.0000000000, propagate_forward_time: 4.9111442566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102383614
validation[          , genome  6766] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       895.16028, best error:       805.11389 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.5859832764s, input_fired_time: 0.8432464004, output_fired_time: 0.5234687328, propagate_forward_time: 24.0649509430, propagate_backward_time: 34.3412857056, weight_update_time: 0.0872525275, other_time: 1.8130340576
epoch time: 5.2989664078s, input_fired_time: 0.0914765000, output_fired_time: 0.0000000000, propagate_forward_time: 4.8926944733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147954941
validation[          , genome  6766] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       889.26617, best error:       805.11389 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.4808387756s, input_fired_time: 0.7900477648, output_fired_time: 0.5207503438, propagate_forward_time: 24.0813350677, propagate_backward_time: 34.3723182678, weight_update_time: 0.0820955932, other_time: 1.7163887024
epoch time: 5.2180576324s, input_fired_time: 0.0891573429, output_fired_time: 0.0000000000, propagate_forward_time: 4.8160805702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128199577
validation[          , genome  6766] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       851.22491, best error:       805.11389 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.5987548828s, input_fired_time: 0.8226521611, output_fired_time: 0.5308067203, propagate_forward_time: 24.0909309387, propagate_backward_time: 34.3649215698, weight_update_time: 0.0858826935, other_time: 1.7894439697
epoch time: 5.1858892441s, input_fired_time: 0.0907004252, output_fired_time: 0.0000000000, propagate_forward_time: 4.7896347046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055539131
validation[          , genome  6766] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:       966.43811, best error:       805.11389 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.6471214294s, input_fired_time: 0.8280230761, output_fired_time: 0.5207464695, propagate_forward_time: 24.1156616211, propagate_backward_time: 34.3853111267, weight_update_time: 0.0861739069, other_time: 1.7973785400
epoch time: 5.2336096764s, input_fired_time: 0.0861876383, output_fired_time: 0.0000000000, propagate_forward_time: 4.8446626663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027591705
validation[          , genome  6766] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       873.67169, best error:       805.11389 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.5053634644s, input_fired_time: 0.8325561285, output_fired_time: 0.5231508017, propagate_forward_time: 24.0491180420, propagate_backward_time: 34.2833480835, weight_update_time: 0.0861661285, other_time: 1.8171882629
epoch time: 5.2192983627s, input_fired_time: 0.0931526348, output_fired_time: 0.0000000000, propagate_forward_time: 4.8138461113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122997284
validation[          , genome  6766] predictions:    9715/  10000 (97.15%), best:    9759/10000 (97.59%), error:       914.80969, best error:       805.11389 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.7075538635s, input_fired_time: 0.8346965313, output_fired_time: 0.5225189328, propagate_forward_time: 24.1141242981, propagate_backward_time: 34.4352684021, weight_update_time: 0.0850204453, other_time: 1.8009452820
epoch time: 5.2403683662s, input_fired_time: 0.0911742896, output_fired_time: 0.0000000000, propagate_forward_time: 4.8364782333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127160072
validation[          , genome  6766] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       832.77283, best error:       805.11389 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.0449943542s, input_fired_time: 0.8350630403, output_fired_time: 0.5264036059, propagate_forward_time: 24.2274971008, propagate_backward_time: 34.6165809631, weight_update_time: 0.0870631933, other_time: 1.8394470215
epoch time: 5.2202653885s, input_fired_time: 0.0922706053, output_fired_time: 0.0000000000, propagate_forward_time: 4.8144297600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135652542
validation[          , genome  6766] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       829.51215, best error:       805.11389 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.0309982300s, input_fired_time: 0.8273525238, output_fired_time: 0.5243270993, propagate_forward_time: 24.2291831970, propagate_backward_time: 34.6380538940, weight_update_time: 0.0846953169, other_time: 1.8120803833
epoch time: 5.2047224045s, input_fired_time: 0.0910870582, output_fired_time: 0.0000000000, propagate_forward_time: 4.8033466339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102889061
validation[          , genome  6766] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:       891.97369, best error:       805.11389 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.5861587524s, input_fired_time: 0.8368670344, output_fired_time: 0.5226857662, propagate_forward_time: 24.0760688782, propagate_backward_time: 34.3321723938, weight_update_time: 0.0865381733, other_time: 1.8183631897
epoch time: 5.2040977478s, input_fired_time: 0.0901661292, output_fired_time: 0.0000000000, propagate_forward_time: 4.7994604111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144712448
validation[          , genome  6766] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       938.81976, best error:       805.11389 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.4216995239s, input_fired_time: 0.8098951578, output_fired_time: 0.5208272934, propagate_forward_time: 24.0735378265, propagate_backward_time: 34.2721557617, weight_update_time: 0.0836578533, other_time: 1.7452850342
epoch time: 5.1957554817s, input_fired_time: 0.0854115412, output_fired_time: 0.0000000000, propagate_forward_time: 4.8121356964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982082367
validation[          , genome  6766] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       781.95850, best error:       781.95850 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.8014640808s, input_fired_time: 0.8002682328, output_fired_time: 0.5220750570, propagate_forward_time: 24.2047691345, propagate_backward_time: 34.5427589417, weight_update_time: 0.0822289810, other_time: 1.7315902710
epoch time: 5.2206125259s, input_fired_time: 0.0849020630, output_fired_time: 0.0000000000, propagate_forward_time: 4.8343901634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013200760
validation[          , genome  6766] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       888.31403, best error:       781.95850 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.0261840820s, input_fired_time: 0.8258739710, output_fired_time: 0.5244736075, propagate_forward_time: 24.2715435028, propagate_backward_time: 34.5973052979, weight_update_time: 0.0848299786, other_time: 1.8069839478
epoch time: 5.2738943100s, input_fired_time: 0.0962180942, output_fired_time: 0.0000000000, propagate_forward_time: 4.8588895798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187866211
validation[          , genome  6766] predictions:    9650/  10000 (96.50%), best:    9748/10000 (97.48%), error:      1160.46594, best error:       781.95850 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.3825111389s, input_fired_time: 0.8417205215, output_fired_time: 0.5292876363, propagate_forward_time: 24.3965187073, propagate_backward_time: 34.7849044800, weight_update_time: 0.0856883824, other_time: 1.8300781250
epoch time: 5.1846842766s, input_fired_time: 0.0831497237, output_fired_time: 0.0000000000, propagate_forward_time: 4.8075604439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939739227
validation[          , genome  6766] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       865.75281, best error:       781.95850 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.4609870911s, input_fired_time: 0.7997087240, output_fired_time: 0.5196233988, propagate_forward_time: 24.0673255920, propagate_backward_time: 34.3370170593, weight_update_time: 0.0825072303, other_time: 1.7373123169
epoch time: 5.2709603310s, input_fired_time: 0.0928998291, output_fired_time: 0.0000000000, propagate_forward_time: 4.8633003235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147602081
validation[          , genome  6766] predictions:    9709/  10000 (97.09%), best:    9748/10000 (97.48%), error:       962.36890, best error:       781.95850 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.4170570374s, input_fired_time: 0.8079996109, output_fired_time: 0.5294753313, propagate_forward_time: 24.0323543549, propagate_backward_time: 34.3066215515, weight_update_time: 0.0833737403, other_time: 1.7406044006
epoch time: 5.2824492455s, input_fired_time: 0.0882008076, output_fired_time: 0.0000000000, propagate_forward_time: 4.8932957649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009524345
validation[          , genome  6766] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       896.31250, best error:       781.95850 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.6340599060s, input_fired_time: 0.8102824688, output_fired_time: 0.5212423801, propagate_forward_time: 24.1727581024, propagate_backward_time: 34.3808670044, weight_update_time: 0.0830492005, other_time: 1.7489089966
epoch time: 5.2428278923s, input_fired_time: 0.0869284868, output_fired_time: 0.0000000000, propagate_forward_time: 4.8492140770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066854477
validation[          , genome  6766] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       822.06683, best error:       781.95850 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.5045051575s, input_fired_time: 0.8029643893, output_fired_time: 0.5200757980, propagate_forward_time: 24.0491161346, propagate_backward_time: 34.3959693909, weight_update_time: 0.0825351402, other_time: 1.7363777161
epoch time: 5.2557387352s, input_fired_time: 0.0948190168, output_fired_time: 0.0000000000, propagate_forward_time: 4.8449916840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159279823
validation[          , genome  6766] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       865.53485, best error:       781.95850 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 62.1435813904s, input_fired_time: 0.8490753174, output_fired_time: 0.5270690322, propagate_forward_time: 24.2907485962, propagate_backward_time: 34.6333656311, weight_update_time: 0.0868058503, other_time: 1.8433227539
epoch time: 5.3166570663s, input_fired_time: 0.0968674272, output_fired_time: 0.0000000000, propagate_forward_time: 4.8968591690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229303360
validation[          , genome  6766] predictions:    9753/  10000 (97.53%), best:    9748/10000 (97.48%), error:       828.64026, best error:       781.95850 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.4604644775s, input_fired_time: 0.8127064705, output_fired_time: 0.5211714506, propagate_forward_time: 24.0743923187, propagate_backward_time: 34.2953147888, weight_update_time: 0.0837140754, other_time: 1.7568778992
epoch time: 5.1736073494s, input_fired_time: 0.0834380761, output_fired_time: 0.0000000000, propagate_forward_time: 4.7956938744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944755554
validation[          , genome  6766] predictions:    9743/  10000 (97.43%), best:    9748/10000 (97.48%), error:       873.74371, best error:       781.95850 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.3996772766s, input_fired_time: 0.7875818610, output_fired_time: 0.5189473629, propagate_forward_time: 24.0485172272, propagate_backward_time: 34.3213272095, weight_update_time: 0.0809735656, other_time: 1.7233047485
epoch time: 5.1923642159s, input_fired_time: 0.0827019289, output_fired_time: 0.0000000000, propagate_forward_time: 4.8133959770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962660789
validation[          , genome  6766] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       901.02142, best error:       781.95850 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.5707740784s, input_fired_time: 0.7988275886, output_fired_time: 0.5219259262, propagate_forward_time: 24.0766620636, propagate_backward_time: 34.4665489197, weight_update_time: 0.0819740146, other_time: 1.7068061829
epoch time: 5.3353743553s, input_fired_time: 0.0859533995, output_fired_time: 0.0000000000, propagate_forward_time: 4.9177303314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316907883
validation[          , genome  6766] predictions:    9754/  10000 (97.54%), best:    9748/10000 (97.48%), error:       811.64258, best error:       781.95850 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.7259216309s, input_fired_time: 0.7999658585, output_fired_time: 0.5197670460, propagate_forward_time: 24.1153717041, propagate_backward_time: 34.5683135986, weight_update_time: 0.0821018964, other_time: 1.7225036621
epoch time: 5.2304010391s, input_fired_time: 0.0952527300, output_fired_time: 0.0000000000, propagate_forward_time: 4.8348183632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003301620
validation[          , genome  6766] predictions:    9747/  10000 (97.47%), best:    9748/10000 (97.48%), error:       814.28174, best error:       781.95850 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.3923110962s, input_fired_time: 0.8091111183, output_fired_time: 0.5205184817, propagate_forward_time: 24.0435905457, propagate_backward_time: 34.2867736816, weight_update_time: 0.0826036185, other_time: 1.7323150635
epoch time: 5.2118053436s, input_fired_time: 0.0916634873, output_fired_time: 0.0000000000, propagate_forward_time: 4.8108792305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092627525
validation[          , genome  6766] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       919.00867, best error:       781.95850 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.8154602051s, input_fired_time: 0.8130288124, output_fired_time: 0.5228970647, propagate_forward_time: 24.2683773041, propagate_backward_time: 34.4562721252, weight_update_time: 0.0838751197, other_time: 1.7548866272
epoch time: 5.2264976501s, input_fired_time: 0.0947419629, output_fired_time: 0.0000000000, propagate_forward_time: 4.8275661469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041896820
validation[          , genome  6766] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       929.49994, best error:       781.95850 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.7617263794s, input_fired_time: 0.8180020452, output_fired_time: 0.5239678025, propagate_forward_time: 24.1568489075, propagate_backward_time: 34.5065307617, weight_update_time: 0.0835493878, other_time: 1.7563781738
epoch time: 5.2056646347s, input_fired_time: 0.0939391926, output_fired_time: 0.0000000000, propagate_forward_time: 4.8007774353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109478951
validation[          , genome  6766] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       868.18536, best error:       781.95850 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.7880477905s, input_fired_time: 0.8426048160, output_fired_time: 0.5250178576, propagate_forward_time: 24.1267261505, propagate_backward_time: 34.4776344299, weight_update_time: 0.0862815827, other_time: 1.8160667419
epoch time: 5.2347636223s, input_fired_time: 0.0938908234, output_fired_time: 0.0000000000, propagate_forward_time: 4.8251671791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157057762
validation[          , genome  6766] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       800.96991, best error:       781.95850 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.8535194397s, input_fired_time: 0.8285109997, output_fired_time: 0.5228022337, propagate_forward_time: 24.1863574982, propagate_backward_time: 34.4932098389, weight_update_time: 0.0850410834, other_time: 1.8226394653
epoch time: 5.3214135170s, input_fired_time: 0.0936851352, output_fired_time: 0.0000000000, propagate_forward_time: 4.9073061943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204221725
validation[          , genome  6766] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       807.53723, best error:       781.95850 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.5613174438s, input_fired_time: 0.8621778488, output_fired_time: 0.5211839676, propagate_forward_time: 24.1205043793, propagate_backward_time: 34.2938880920, weight_update_time: 0.0848837420, other_time: 1.7635612488
epoch time: 5.2563271523s, input_fired_time: 0.0885112807, output_fired_time: 0.0000000000, propagate_forward_time: 4.8708224297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969932556
validation[          , genome  6766] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1030.88855, best error:       781.95850 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.4869956970s, input_fired_time: 0.8221873045, output_fired_time: 0.5210521221, propagate_forward_time: 24.0617675781, propagate_backward_time: 34.3236656189, weight_update_time: 0.0840993226, other_time: 1.7583236694
epoch time: 5.2032551765s, input_fired_time: 0.0937342048, output_fired_time: 0.0000000000, propagate_forward_time: 4.8019232750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075976372
validation[          , genome  6766] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       839.11713, best error:       781.95850 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.3877792358s, input_fired_time: 0.8414733410, output_fired_time: 0.5240287185, propagate_forward_time: 24.3380622864, propagate_backward_time: 34.8438110352, weight_update_time: 0.0859167650, other_time: 1.8404045105
epoch time: 5.2143840790s, input_fired_time: 0.0952533036, output_fired_time: 0.0000000000, propagate_forward_time: 4.7986736298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204569817
validation[          , genome  6766] predictions:    9581/  10000 (95.81%), best:    9748/10000 (97.48%), error:      1403.94946, best error:       781.95850 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.5178909302s, input_fired_time: 0.8415917158, output_fired_time: 0.5267384648, propagate_forward_time: 24.0390415192, propagate_backward_time: 34.3119735718, weight_update_time: 0.0867894888, other_time: 1.7985458374
epoch time: 5.2049670219s, input_fired_time: 0.0933388993, output_fired_time: 0.0000000000, propagate_forward_time: 4.8026690483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089590073
validation[          , genome  6766] predictions:    9682/  10000 (96.82%), best:    9748/10000 (97.48%), error:      1049.80994, best error:       781.95850 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.0309791565s, input_fired_time: 0.8332065940, output_fired_time: 0.5331043601, propagate_forward_time: 24.2634029388, propagate_backward_time: 34.6314506531, weight_update_time: 0.0849647969, other_time: 1.7698173523
epoch time: 5.2316255569s, input_fired_time: 0.0938318297, output_fired_time: 0.0000000000, propagate_forward_time: 4.8234982491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142952919
validation[          , genome  6766] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       852.08972, best error:       781.95850 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.8521423340s, input_fired_time: 0.8485897779, output_fired_time: 0.5252112746, propagate_forward_time: 24.1430530548, propagate_backward_time: 34.4970169067, weight_update_time: 0.0871166885, other_time: 1.8382720947
epoch time: 5.2227406502s, input_fired_time: 0.0882056430, output_fired_time: 0.0000000000, propagate_forward_time: 4.8319950104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025398254
validation[          , genome  6766] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       917.15204, best error:       781.95850 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.7239837646s, input_fired_time: 0.8066498041, output_fired_time: 0.5257332325, propagate_forward_time: 24.1632480621, propagate_backward_time: 34.5022621155, weight_update_time: 0.0820538029, other_time: 1.7260932922
epoch time: 5.2369441986s, input_fired_time: 0.0877153724, output_fired_time: 0.0000000000, propagate_forward_time: 4.8503732681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988557816
validation[          , genome  6766] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1015.21405, best error:       781.95850 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.7681846619s, input_fired_time: 0.8119983077, output_fired_time: 0.5216940641, propagate_forward_time: 24.2124614716, propagate_backward_time: 34.4799613953, weight_update_time: 0.0830988064, other_time: 1.7420692444
epoch time: 5.2207417488s, input_fired_time: 0.0951553285, output_fired_time: 0.0000000000, propagate_forward_time: 4.8132414818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123450279
validation[          , genome  6766] predictions:    9747/  10000 (97.47%), best:    9748/10000 (97.48%), error:       854.12518, best error:       781.95850 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.8434867859s, input_fired_time: 0.8088572621, output_fired_time: 0.5225374103, propagate_forward_time: 24.2138805389, propagate_backward_time: 34.5721702576, weight_update_time: 0.0822642297, other_time: 1.7260398865
epoch time: 5.1884617805s, input_fired_time: 0.0871930793, output_fired_time: 0.0000000000, propagate_forward_time: 4.8036417961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976269722
validation[          , genome  6766] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       905.52319, best error:       781.95850 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.6983375549s, input_fired_time: 0.8038799763, output_fired_time: 0.5217790008, propagate_forward_time: 24.1906070709, propagate_backward_time: 34.4627227783, weight_update_time: 0.0820322111, other_time: 1.7193527222
epoch time: 5.2778205872s, input_fired_time: 0.0856738389, output_fired_time: 0.0000000000, propagate_forward_time: 4.8910140991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011326790
validation[          , genome  6766] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       853.33594, best error:       781.95850 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.5608634949s, input_fired_time: 0.8314006329, output_fired_time: 0.5220537186, propagate_forward_time: 24.0828666687, propagate_backward_time: 34.3600692749, weight_update_time: 0.0848861337, other_time: 1.7644729614
epoch time: 5.1787767410s, input_fired_time: 0.0917995572, output_fired_time: 0.0000000000, propagate_forward_time: 4.7818717957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051052094
validation[          , genome  6766] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       885.24011, best error:       781.95850 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.4137268066s, input_fired_time: 0.8458947539, output_fired_time: 0.5207437277, propagate_forward_time: 24.0319252014, propagate_backward_time: 34.2166519165, weight_update_time: 0.0865494981, other_time: 1.7985115051
epoch time: 5.1979126930s, input_fired_time: 0.0914264619, output_fired_time: 0.0000000000, propagate_forward_time: 4.7965502739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099360466
validation[          , genome  6766] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       960.88208, best error:       781.95850 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.0825347900s, input_fired_time: 0.8414904475, output_fired_time: 0.5253058076, propagate_forward_time: 24.2972850800, propagate_backward_time: 34.6036109924, weight_update_time: 0.0856007487, other_time: 1.8148384094
epoch time: 5.2051587105s, input_fired_time: 0.0947414786, output_fired_time: 0.0000000000, propagate_forward_time: 4.8008837700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095335960
validation[          , genome  6766] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       846.86261, best error:       781.95850 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.8194351196s, input_fired_time: 0.8150312304, output_fired_time: 0.5225469470, propagate_forward_time: 24.1911525726, propagate_backward_time: 34.5476913452, weight_update_time: 0.0826092809, other_time: 1.7430114746
epoch time: 5.2778730392s, input_fired_time: 0.0892993063, output_fired_time: 0.0000000000, propagate_forward_time: 4.8868241310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017497063
validation[          , genome  6766] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       920.44354, best error:       781.95850 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.0554962158s, input_fired_time: 0.8195213079, output_fired_time: 0.5270962715, propagate_forward_time: 24.2900161743, propagate_backward_time: 34.6767616272, weight_update_time: 0.0823345110, other_time: 1.7420997620
epoch time: 5.2384037971s, input_fired_time: 0.0940263644, output_fired_time: 0.0000000000, propagate_forward_time: 4.8355498314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088274002
validation[          , genome  6766] predictions:    9762/  10000 (97.62%), best:    9748/10000 (97.48%), error:       814.70007, best error:       781.95850 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.1595802307s, input_fired_time: 0.8405773640, output_fired_time: 0.5254890323, propagate_forward_time: 24.3162841797, propagate_backward_time: 34.6549835205, weight_update_time: 0.0864002332, other_time: 1.8222465515
epoch time: 5.1880559921s, input_fired_time: 0.0928968266, output_fired_time: 0.0000000000, propagate_forward_time: 4.7888579369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063011169
validation[          , genome  6766] predictions:    9749/  10000 (97.49%), best:    9748/10000 (97.48%), error:       854.41162, best error:       781.95850 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.9472694397s, input_fired_time: 0.8558973074, output_fired_time: 0.5225719213, propagate_forward_time: 24.1646213531, propagate_backward_time: 34.6341781616, weight_update_time: 0.0842328891, other_time: 1.7700042725
epoch time: 5.2683782578s, input_fired_time: 0.0966637656, output_fired_time: 0.0000000000, propagate_forward_time: 4.8606514931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110628128
validation[          , genome  6766] predictions:    9761/  10000 (97.61%), best:    9748/10000 (97.48%), error:       789.07654, best error:       781.95850 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.8054122925s, input_fired_time: 0.8256682754, output_fired_time: 0.5296058059, propagate_forward_time: 24.2200870514, propagate_backward_time: 34.4698333740, weight_update_time: 0.0835083127, other_time: 1.7602157593
epoch time: 5.3021988869s, input_fired_time: 0.0939174220, output_fired_time: 0.0000000000, propagate_forward_time: 4.9011168480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071646690
validation[          , genome  6766] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       873.35120, best error:       781.95850 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.0544166565s, input_fired_time: 0.8110051155, output_fired_time: 0.5299143195, propagate_forward_time: 24.3002471924, propagate_backward_time: 34.6672630310, weight_update_time: 0.0819133148, other_time: 1.7459869385
epoch time: 5.3747749329s, input_fired_time: 0.0921345651, output_fired_time: 0.0000000000, propagate_forward_time: 4.9712185860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114218712
validation[          , genome  6766] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       875.36530, best error:       781.95850 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.7471771240s, input_fired_time: 0.8546457291, output_fired_time: 0.5224722624, propagate_forward_time: 24.1802101135, propagate_backward_time: 34.3806686401, weight_update_time: 0.0867417678, other_time: 1.8091812134
epoch time: 5.2100405693s, input_fired_time: 0.0955629796, output_fired_time: 0.0000000000, propagate_forward_time: 4.8009004593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135771751
validation[          , genome  6766] predictions:    9750/  10000 (97.50%), best:    9748/10000 (97.48%), error:       858.51923, best error:       781.95850 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.6014251709s, input_fired_time: 0.8516557813, output_fired_time: 0.5233516097, propagate_forward_time: 24.1004314423, propagate_backward_time: 34.3118896484, weight_update_time: 0.0865345746, other_time: 1.8141021729
epoch time: 5.2294635773s, input_fired_time: 0.0949755833, output_fired_time: 0.0000000000, propagate_forward_time: 4.8241877556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103003502
validation[          , genome  6766] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       870.94025, best error:       781.95850 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.8233299255s, input_fired_time: 0.8548611403, output_fired_time: 0.5245431066, propagate_forward_time: 24.1535320282, propagate_backward_time: 34.4655799866, weight_update_time: 0.0869995803, other_time: 1.8248100281
epoch time: 5.2152800560s, input_fired_time: 0.0957951024, output_fired_time: 0.0000000000, propagate_forward_time: 4.8089900017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104948997
validation[          , genome  6766] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       912.36652, best error:       781.95850 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.9272346497s, input_fired_time: 0.8338305354, output_fired_time: 0.5224522352, propagate_forward_time: 24.2298793793, propagate_backward_time: 34.5667266846, weight_update_time: 0.0846505836, other_time: 1.7743453979
epoch time: 5.3513493538s, input_fired_time: 0.0924259126, output_fired_time: 0.0000000000, propagate_forward_time: 4.9459853172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129382133
validation[          , genome  6766] predictions:    9662/  10000 (96.62%), best:    9748/10000 (97.48%), error:      1069.71777, best error:       781.95850 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.0877914429s, input_fired_time: 0.8263136148, output_fired_time: 0.5233379602, propagate_forward_time: 24.2446384430, propagate_backward_time: 34.6881904602, weight_update_time: 0.0842841417, other_time: 1.8053092957
epoch time: 5.3514070511s, input_fired_time: 0.0948891789, output_fired_time: 0.0000000000, propagate_forward_time: 4.9400877953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164300919
validation[          , genome  6766] predictions:    9619/  10000 (96.19%), best:    9748/10000 (97.48%), error:      1280.23364, best error:       781.95850 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.8229522705s, input_fired_time: 0.8532061577, output_fired_time: 0.5260677934, propagate_forward_time: 24.1531791687, propagate_backward_time: 34.4553489685, weight_update_time: 0.0870590433, other_time: 1.8351478577
epoch time: 5.2463960648s, input_fired_time: 0.0951785073, output_fired_time: 0.0000000000, propagate_forward_time: 4.8302659988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209514618
validation[          , genome  6766] predictions:    9749/  10000 (97.49%), best:    9748/10000 (97.48%), error:       830.83478, best error:       781.95850 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.7115859985s, input_fired_time: 0.8464190364, output_fired_time: 0.5239085555, propagate_forward_time: 24.1023426056, propagate_backward_time: 34.4255867004, weight_update_time: 0.0860704705, other_time: 1.8133277893
epoch time: 5.2547945976s, input_fired_time: 0.0986823216, output_fired_time: 0.0000000000, propagate_forward_time: 4.8367853165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193268776
validation[          , genome  6766] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       838.93176, best error:       781.95850 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.7115325928s, input_fired_time: 0.8075460196, output_fired_time: 0.5206027627, propagate_forward_time: 24.1657047272, propagate_backward_time: 34.5113830566, weight_update_time: 0.0815373957, other_time: 1.7062988281
epoch time: 5.1977415085s, input_fired_time: 0.0879657641, output_fired_time: 0.0000000000, propagate_forward_time: 4.8125829697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971925735
validation[          , genome  6766] predictions:    9755/  10000 (97.55%), best:    9748/10000 (97.48%), error:       823.94952, best error:       781.95850 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.5752677917s, input_fired_time: 0.8384339809, output_fired_time: 0.5202909112, propagate_forward_time: 24.1381435394, propagate_backward_time: 34.3773956299, weight_update_time: 0.0814947709, other_time: 1.7010040283
epoch time: 5.4242315292s, input_fired_time: 0.0921057761, output_fired_time: 0.0000000000, propagate_forward_time: 5.0007667542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313589096
validation[          , genome  6766] predictions:    9728/  10000 (97.28%), best:    9748/10000 (97.48%), error:       930.66248, best error:       781.95850 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.0804023743s, input_fired_time: 0.8270840049, output_fired_time: 0.5241265893, propagate_forward_time: 24.2319068909, propagate_backward_time: 34.7246437073, weight_update_time: 0.0834465697, other_time: 1.7726402283
epoch time: 5.3363146782s, input_fired_time: 0.0873494968, output_fired_time: 0.0000000000, propagate_forward_time: 4.9167060852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322591782
validation[          , genome  6766] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       963.29767, best error:       781.95850 on epoch:    54, 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: 26.5016880035s, input_fired_time: 0.4719273746, output_fired_time: 0.0000000000, propagate_forward_time: 24.4264392853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6033210754
best training[          , genome  6766] predictions:   49533/  50000 (99.07%), best:    9748/10000 (97.48%), error:      1707.49707, best error:       781.95850 on epoch:    54, 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: 5.2262582779s, input_fired_time: 0.0925812274, output_fired_time: 0.0000000000, propagate_forward_time: 4.8184523582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152246475
   testing[          , genome  6766] predictions:    9802/  10000 (98.02%), best:    9748/10000 (97.48%), error:       663.10620, best error:       781.95850 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:49:01 (22543): called boinc_finish(0)

</stderr_txt>
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