Nameexact_genome_1512568488_44_6992_1
Workunit2606280
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline16 Dec 2017, 2:10:35 UTC
Received8 Dec 2017, 8:51:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time5 hours 11 min 10 sec
CPU time4 hours 7 min 18 sec
Validate stateValid
Credit2,030.01
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.25 MB
Peak swap size158.98 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
best:    9721/10000 (97.21%), error:       934.53833, best error:       879.01166 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 199.1180114746s, input_fired_time: 2.2606825829, output_fired_time: 3.0424401760, propagate_forward_time: 72.5104522705, propagate_backward_time: 116.4691009521, weight_update_time: 0.1778844893, other_time: 4.8353424072
epoch time: 16.3001174927s, input_fired_time: 0.5415393710, output_fired_time: 0.0000000000, propagate_forward_time: 14.0093345642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492437363
validation[          , genome  6992] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       877.08533, best error:       877.08533 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 201.1224365234s, input_fired_time: 2.5440058708, output_fired_time: 3.1278891563, propagate_forward_time: 72.1104965210, propagate_backward_time: 119.1282653809, weight_update_time: 0.1834263802, other_time: 4.2117843628
epoch time: 16.2874660492s, input_fired_time: 0.2417326868, output_fired_time: 0.0000000000, propagate_forward_time: 15.0817947388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9639377594
validation[          , genome  6992] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       855.70630, best error:       855.70630 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 199.9282531738s, input_fired_time: 2.8556139469, output_fired_time: 3.6727755070, propagate_forward_time: 76.3802032471, propagate_backward_time: 111.7843933105, weight_update_time: 0.1810372174, other_time: 5.2352600098
epoch time: 16.0159816742s, input_fired_time: 0.4874236882, output_fired_time: 0.0000000000, propagate_forward_time: 14.5863409042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9422168732
validation[          , genome  6992] predictions:    9709/  10000 (97.09%), best:    9733/10000 (97.33%), error:       963.17834, best error:       855.70630 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 200.5586547852s, input_fired_time: 2.8565657139, output_fired_time: 2.8929893970, propagate_forward_time: 73.2442703247, propagate_backward_time: 116.5935134888, weight_update_time: 0.1786060035, other_time: 4.9713134766
epoch time: 16.3995819092s, input_fired_time: 0.2467722595, output_fired_time: 0.0000000000, propagate_forward_time: 15.0972213745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0555877686
validation[          , genome  6992] predictions:    9709/  10000 (97.09%), best:    9733/10000 (97.33%), error:       944.83203, best error:       855.70630 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 199.7931671143s, input_fired_time: 2.5847678185, output_fired_time: 2.3441715240, propagate_forward_time: 73.4711151123, propagate_backward_time: 115.9945297241, weight_update_time: 0.4514805675, other_time: 5.3985824585
epoch time: 16.3928737640s, input_fired_time: 0.2789187133, output_fired_time: 0.0000000000, propagate_forward_time: 14.9004821777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2134723663
validation[          , genome  6992] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       946.62988, best error:       855.70630 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 203.1007232666s, input_fired_time: 2.9102718830, output_fired_time: 2.6453151703, propagate_forward_time: 78.5660552979, propagate_backward_time: 113.5965270996, weight_update_time: 0.4664230049, other_time: 5.3825531006
epoch time: 16.1167945862s, input_fired_time: 0.2635188997, output_fired_time: 0.0000000000, propagate_forward_time: 14.8673782349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9858970642
validation[          , genome  6992] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       852.43433, best error:       852.43433 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 196.5366363525s, input_fired_time: 2.2705695629, output_fired_time: 2.8798389435, propagate_forward_time: 72.8293838501, propagate_backward_time: 113.7733230591, weight_update_time: 0.1798868626, other_time: 4.7835235596
epoch time: 15.2449970245s, input_fired_time: 0.2361517698, output_fired_time: 0.0000000000, propagate_forward_time: 14.0786533356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9301919937
validation[          , genome  6992] predictions:    9701/  10000 (97.01%), best:    9741/10000 (97.41%), error:       975.36609, best error:       852.43433 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 186.5309600830s, input_fired_time: 2.9401571751, output_fired_time: 2.4130809307, propagate_forward_time: 69.8861770630, propagate_backward_time: 105.8451843262, weight_update_time: 0.1721308976, other_time: 5.4463577271
epoch time: 14.9788064957s, input_fired_time: 0.4837667644, output_fired_time: 0.0000000000, propagate_forward_time: 13.8192138672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758260727
validation[          , genome  6992] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       817.02985, best error:       817.02985 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 187.7682189941s, input_fired_time: 2.2113423347, output_fired_time: 2.9365415573, propagate_forward_time: 70.7051086426, propagate_backward_time: 107.4470443726, weight_update_time: 0.1727716029, other_time: 4.4681777954
epoch time: 15.0803813934s, input_fired_time: 0.4885740280, output_fired_time: 0.0000000000, propagate_forward_time: 13.8944129944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973943710
validation[          , genome  6992] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       884.83740, best error:       817.02985 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 186.2713317871s, input_fired_time: 3.9502768517, output_fired_time: 2.4360797405, propagate_forward_time: 69.0926666260, propagate_backward_time: 106.0783538818, weight_update_time: 0.4225689471, other_time: 4.7139587402
epoch time: 15.0717029572s, input_fired_time: 0.4850694537, output_fired_time: 0.0000000000, propagate_forward_time: 13.4074983597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1791353226
validation[          , genome  6992] predictions:    9716/  10000 (97.16%), best:    9766/10000 (97.66%), error:       911.47278, best error:       817.02985 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 187.7460021973s, input_fired_time: 3.2033581734, output_fired_time: 2.9271876812, propagate_forward_time: 69.1623916626, propagate_backward_time: 107.5032806396, weight_update_time: 0.1716080457, other_time: 4.9497909546
epoch time: 15.1760911942s, input_fired_time: 0.2388912588, output_fired_time: 0.0000000000, propagate_forward_time: 13.9932727814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9439268112
validation[          , genome  6992] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       783.72589, best error:       783.72589 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 184.4880981445s, input_fired_time: 2.9028217793, output_fired_time: 2.1035151482, propagate_forward_time: 68.7835845947, propagate_backward_time: 106.3043670654, weight_update_time: 0.1698697209, other_time: 4.3938140869
epoch time: 14.9935693741s, input_fired_time: 0.2280516922, output_fired_time: 0.0000000000, propagate_forward_time: 14.1030817032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624355316
validation[          , genome  6992] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       846.88788, best error:       783.72589 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 184.3112945557s, input_fired_time: 2.8884522915, output_fired_time: 2.3325996399, propagate_forward_time: 69.0171203613, propagate_backward_time: 105.4981918335, weight_update_time: 0.4158408642, other_time: 4.5749282837
epoch time: 15.0034408569s, input_fired_time: 0.2284982800, output_fired_time: 0.0000000000, propagate_forward_time: 14.1188592911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560831070
validation[          , genome  6992] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       909.88934, best error:       783.72589 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 184.0816802979s, input_fired_time: 2.3757700920, output_fired_time: 2.5756580830, propagate_forward_time: 69.2192764282, propagate_backward_time: 105.0892105103, weight_update_time: 0.1663646698, other_time: 4.8217773438
epoch time: 14.9466600418s, input_fired_time: 0.2295466810, output_fired_time: 0.0000000000, propagate_forward_time: 13.5540351868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1630783081
validation[          , genome  6992] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       818.63934, best error:       783.72589 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 183.8188323975s, input_fired_time: 2.8819823265, output_fired_time: 2.8168396950, propagate_forward_time: 67.7590255737, propagate_backward_time: 105.7912979126, weight_update_time: 0.1663472801, other_time: 4.5696868896
epoch time: 15.0047664642s, input_fired_time: 0.9797456861, output_fired_time: 0.0000000000, propagate_forward_time: 13.3627157211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623048782
validation[          , genome  6992] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       729.26740, best error:       729.26740 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 184.8644866943s, input_fired_time: 1.8824411631, output_fired_time: 2.5786767006, propagate_forward_time: 69.3084793091, propagate_backward_time: 104.7639999390, weight_update_time: 0.1666914374, other_time: 6.3308868408
epoch time: 14.9595394135s, input_fired_time: 0.2284358442, output_fired_time: 0.0000000000, propagate_forward_time: 14.0766983032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544055939
validation[          , genome  6992] predictions:    9777/  10000 (97.77%), best:    9781/10000 (97.81%), error:       755.17206, best error:       729.26740 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 183.2013092041s, input_fired_time: 2.6257956028, output_fired_time: 3.0703763962, propagate_forward_time: 68.0569686890, propagate_backward_time: 103.6417541504, weight_update_time: 0.4148375690, other_time: 5.8064193726
epoch time: 14.7550916672s, input_fired_time: 0.2270012647, output_fired_time: 0.0000000000, propagate_forward_time: 13.3776140213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1504764557
validation[          , genome  6992] predictions:    9753/  10000 (97.53%), best:    9781/10000 (97.81%), error:       786.36285, best error:       729.26740 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 183.3882598877s, input_fired_time: 2.3835268021, output_fired_time: 2.0671677589, propagate_forward_time: 69.2394943237, propagate_backward_time: 105.3952407837, weight_update_time: 0.1646301150, other_time: 4.3028259277
epoch time: 15.0582256317s, input_fired_time: 0.7333841920, output_fired_time: 0.0000000000, propagate_forward_time: 13.6585969925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662445068
validation[          , genome  6992] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       804.23730, best error:       729.26740 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 184.5467529297s, input_fired_time: 2.3954825401, output_fired_time: 2.0778386593, propagate_forward_time: 70.0507202148, propagate_backward_time: 103.9628219604, weight_update_time: 0.1648973078, other_time: 6.0598983765
epoch time: 15.0555744171s, input_fired_time: 0.2322528362, output_fired_time: 0.0000000000, propagate_forward_time: 13.9075489044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9157724380
validation[          , genome  6992] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       865.06036, best error:       729.26740 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 184.9689483643s, input_fired_time: 2.3946113586, output_fired_time: 2.5853571892, propagate_forward_time: 67.4446716309, propagate_backward_time: 108.2121047974, weight_update_time: 0.1667426974, other_time: 4.3322067261
epoch time: 14.8475875854s, input_fired_time: 0.2281172425, output_fired_time: 0.0000000000, propagate_forward_time: 13.9652385712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542320251
validation[          , genome  6992] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       726.25781, best error:       726.25781 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 184.0872650146s, input_fired_time: 2.1382789612, output_fired_time: 2.8306150436, propagate_forward_time: 68.4056625366, propagate_backward_time: 105.6449813843, weight_update_time: 0.1659134030, other_time: 5.0677337646
epoch time: 15.0426301956s, input_fired_time: 0.2304992080, output_fired_time: 0.0000000000, propagate_forward_time: 14.1482992172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638317108
validation[          , genome  6992] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       792.70087, best error:       726.25781 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 184.2315521240s, input_fired_time: 2.6414101124, output_fired_time: 2.0784432888, propagate_forward_time: 67.3619003296, propagate_backward_time: 106.3401184082, weight_update_time: 0.1645470709, other_time: 5.8096847534
epoch time: 14.8952531815s, input_fired_time: 0.2281090617, output_fired_time: 0.0000000000, propagate_forward_time: 14.0050029755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621408463
validation[          , genome  6992] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       780.06091, best error:       726.25781 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 184.0366210938s, input_fired_time: 2.1419003010, output_fired_time: 2.0773606300, propagate_forward_time: 68.9353027344, propagate_backward_time: 106.0663833618, weight_update_time: 0.1648036093, other_time: 4.8156661987
epoch time: 14.9738674164s, input_fired_time: 0.4801968932, output_fired_time: 0.0000000000, propagate_forward_time: 13.8365392685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571311951
validation[          , genome  6992] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       706.38605, best error:       706.38605 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 184.4602050781s, input_fired_time: 2.1461856365, output_fired_time: 3.0823476315, propagate_forward_time: 69.6310272217, propagate_backward_time: 104.7835998535, weight_update_time: 0.1663585156, other_time: 4.8170471191
epoch time: 15.0841045380s, input_fired_time: 0.2333821505, output_fired_time: 0.0000000000, propagate_forward_time: 13.6896829605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1610393524
validation[          , genome  6992] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       884.28284, best error:       706.38605 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 184.6019439697s, input_fired_time: 2.3975670338, output_fired_time: 3.0849115849, propagate_forward_time: 68.0260848999, propagate_backward_time: 106.0033111572, weight_update_time: 0.1662269235, other_time: 5.0900650024
epoch time: 15.9674644470s, input_fired_time: 0.7430720925, output_fired_time: 0.0000000000, propagate_forward_time: 14.5357046127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6886873245
validation[          , genome  6992] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       764.09601, best error:       706.38605 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 194.6810150146s, input_fired_time: 1.9814417362, output_fired_time: 3.1855802536, propagate_forward_time: 73.7318420410, propagate_backward_time: 110.3398590088, weight_update_time: 0.4272317588, other_time: 5.4422912598
epoch time: 15.8761711121s, input_fired_time: 0.4918267131, output_fired_time: 0.0000000000, propagate_forward_time: 14.4495124817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9348316193
validation[          , genome  6992] predictions:    9762/  10000 (97.62%), best:    9769/10000 (97.69%), error:       762.47858, best error:       706.38605 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 195.2344207764s, input_fired_time: 2.4671924114, output_fired_time: 2.4369881153, propagate_forward_time: 75.2732086182, propagate_backward_time: 110.6206970215, weight_update_time: 0.1724393070, other_time: 4.4363403320
epoch time: 15.8800706863s, input_fired_time: 0.2400815189, output_fired_time: 0.0000000000, propagate_forward_time: 14.9554996490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844892502
validation[          , genome  6992] predictions:    9714/  10000 (97.14%), best:    9769/10000 (97.69%), error:       976.37701, best error:       706.38605 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 194.9751739502s, input_fired_time: 2.2161083221, output_fired_time: 2.9262158871, propagate_forward_time: 74.1603698730, propagate_backward_time: 111.4916152954, weight_update_time: 0.1727932096, other_time: 4.1808700562
epoch time: 16.0671844482s, input_fired_time: 0.2436947674, output_fired_time: 0.0000000000, propagate_forward_time: 15.1405725479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829175949
validation[          , genome  6992] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       934.08179, best error:       706.38605 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 195.6072387695s, input_fired_time: 2.4834618568, output_fired_time: 2.6865282059, propagate_forward_time: 72.8403778076, propagate_backward_time: 113.1359176636, weight_update_time: 0.1735727340, other_time: 4.4609603882
epoch time: 15.9213695526s, input_fired_time: 0.2424224913, output_fired_time: 0.0000000000, propagate_forward_time: 15.0016536713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772937775
validation[          , genome  6992] predictions:    9789/  10000 (97.89%), best:    9769/10000 (97.69%), error:       720.08887, best error:       706.38605 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 195.8188171387s, input_fired_time: 2.7270147800, output_fired_time: 3.1814117432, propagate_forward_time: 74.0198898315, propagate_backward_time: 111.3918457031, weight_update_time: 0.1762123257, other_time: 4.4986495972
epoch time: 15.9791383743s, input_fired_time: 0.5000522137, output_fired_time: 0.0000000000, propagate_forward_time: 14.5475950241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9314908981
validation[          , genome  6992] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       774.60468, best error:       706.38605 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 195.6806488037s, input_fired_time: 3.4788548946, output_fired_time: 2.4405114651, propagate_forward_time: 76.4377670288, propagate_backward_time: 107.6247024536, weight_update_time: 0.1737443060, other_time: 5.6988220215
epoch time: 15.9111900330s, input_fired_time: 0.2433951646, output_fired_time: 0.0000000000, propagate_forward_time: 14.9817419052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860532761
validation[          , genome  6992] predictions:    9777/  10000 (97.77%), best:    9769/10000 (97.69%), error:       737.18750, best error:       706.38605 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 194.6051940918s, input_fired_time: 2.4656782150, output_fired_time: 2.1790306568, propagate_forward_time: 73.6362457275, propagate_backward_time: 111.1295318604, weight_update_time: 0.1741990447, other_time: 5.1947021484
epoch time: 16.0649909973s, input_fired_time: 0.4968497753, output_fired_time: 0.0000000000, propagate_forward_time: 14.8786916733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894493103
validation[          , genome  6992] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       835.63440, best error:       706.38605 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.3514251709s, input_fired_time: 2.6752598286, output_fired_time: 1.8708102703, propagate_forward_time: 69.2165222168, propagate_backward_time: 101.4863662720, weight_update_time: 0.1692715436, other_time: 5.1024703979
epoch time: 10.1065998077s, input_fired_time: 0.2132112831, output_fired_time: 0.0000000000, propagate_forward_time: 9.2740602493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193284988
validation[          , genome  6992] predictions:    9777/  10000 (97.77%), best:    9769/10000 (97.69%), error:       713.58209, best error:       706.38605 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.9697113037s, input_fired_time: 1.8180379868, output_fired_time: 1.6606953144, propagate_forward_time: 46.2333145142, propagate_backward_time: 71.8902359009, weight_update_time: 0.1556422412, other_time: 3.3674240112
epoch time: 10.3247804642s, input_fired_time: 0.2191126049, output_fired_time: 0.0000000000, propagate_forward_time: 9.4735727310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320953369
validation[          , genome  6992] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       803.41254, best error:       706.38605 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.5600128174s, input_fired_time: 1.7724916935, output_fired_time: 1.6432588100, propagate_forward_time: 45.7880897522, propagate_backward_time: 71.0070419312, weight_update_time: 0.1516495794, other_time: 3.3491287231
epoch time: 9.6924219131s, input_fired_time: 0.2148280591, output_fired_time: 0.0000000000, propagate_forward_time: 8.8795995712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979938507
validation[          , genome  6992] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       774.12640, best error:       706.38605 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 123.9702911377s, input_fired_time: 1.7737371922, output_fired_time: 1.6532181501, propagate_forward_time: 45.9715690613, propagate_backward_time: 71.2406311035, weight_update_time: 0.1528873891, other_time: 3.3311309814
epoch time: 9.9939327240s, input_fired_time: 0.2149417102, output_fired_time: 0.0000000000, propagate_forward_time: 9.1637878418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152029037
validation[          , genome  6992] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       836.95093, best error:       706.38605 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.8349990845s, input_fired_time: 1.7806931734, output_fired_time: 1.6410794258, propagate_forward_time: 45.8872528076, propagate_backward_time: 71.1749954224, weight_update_time: 0.1511921734, other_time: 3.3509750366
epoch time: 9.9937200546s, input_fired_time: 0.2145827115, output_fired_time: 0.0000000000, propagate_forward_time: 9.1626529694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164846420
validation[          , genome  6992] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       691.11578, best error:       691.11578 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 123.4772109985s, input_fired_time: 1.7707639933, output_fired_time: 1.6545453072, propagate_forward_time: 45.5891380310, propagate_backward_time: 71.1218490601, weight_update_time: 0.1526891142, other_time: 3.3409042358
epoch time: 10.0120420456s, input_fired_time: 0.2152474672, output_fired_time: 0.0000000000, propagate_forward_time: 9.1705522537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262426376
validation[          , genome  6992] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       718.73901, best error:       691.11578 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.4904708862s, input_fired_time: 1.7850061655, output_fired_time: 1.6389372349, propagate_forward_time: 45.7530403137, propagate_backward_time: 70.9760894775, weight_update_time: 0.1502068043, other_time: 3.3374023438
epoch time: 9.8970098495s, input_fired_time: 0.2119354159, output_fired_time: 0.0000000000, propagate_forward_time: 9.0754318237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096429825
validation[          , genome  6992] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       713.64783, best error:       691.11578 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.7076644897s, input_fired_time: 1.7874168158, output_fired_time: 1.6526911259, propagate_forward_time: 45.8601112366, propagate_backward_time: 71.0693435669, weight_update_time: 0.1506098509, other_time: 3.3380966187
epoch time: 9.8544025421s, input_fired_time: 0.2142477930, output_fired_time: 0.0000000000, propagate_forward_time: 9.0290164948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111383438
validation[          , genome  6992] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       778.31195, best error:       691.11578 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 123.4835205078s, input_fired_time: 1.7856402397, output_fired_time: 1.6483974457, propagate_forward_time: 45.6368064880, propagate_backward_time: 71.0922088623, weight_update_time: 0.1508290321, other_time: 3.3204650879
epoch time: 10.0814895630s, input_fired_time: 0.2154538184, output_fired_time: 0.0000000000, propagate_forward_time: 9.2474107742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186246872
validation[          , genome  6992] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       801.61157, best error:       691.11578 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.7678604126s, input_fired_time: 1.7836432457, output_fired_time: 1.6592922211, propagate_forward_time: 45.8453063965, propagate_backward_time: 71.1277389526, weight_update_time: 0.1512459219, other_time: 3.3518753052
epoch time: 10.0488376617s, input_fired_time: 0.2176653296, output_fired_time: 0.0000000000, propagate_forward_time: 9.2174682617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137037277
validation[          , genome  6992] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       800.53461, best error:       691.11578 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.5983200073s, input_fired_time: 1.7839885950, output_fired_time: 1.6541616917, propagate_forward_time: 45.8125839233, propagate_backward_time: 71.0169219971, weight_update_time: 0.1515466124, other_time: 3.3306655884
epoch time: 9.9911727905s, input_fired_time: 0.2147026062, output_fired_time: 0.0000000000, propagate_forward_time: 9.1570177078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194524765
validation[          , genome  6992] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       729.75684, best error:       691.11578 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.2620468140s, input_fired_time: 1.7856537104, output_fired_time: 1.6376332045, propagate_forward_time: 45.6692924500, propagate_backward_time: 70.8259506226, weight_update_time: 0.1718941629, other_time: 3.3435134888
epoch time: 9.8966102600s, input_fired_time: 0.2155178785, output_fired_time: 0.0000000000, propagate_forward_time: 9.0644636154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166286469
validation[          , genome  6992] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       690.67542, best error:       690.67542 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.8396530151s, input_fired_time: 1.7809896469, output_fired_time: 1.6397677660, propagate_forward_time: 45.4600791931, propagate_backward_time: 70.6464996338, weight_update_time: 0.1496736854, other_time: 3.3123168945
epoch time: 9.9880113602s, input_fired_time: 0.2152597904, output_fired_time: 0.0000000000, propagate_forward_time: 9.1527261734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200256348
validation[          , genome  6992] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       693.22650, best error:       690.67542 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.8646774292s, input_fired_time: 1.7758193016, output_fired_time: 1.6320279837, propagate_forward_time: 45.3970603943, propagate_backward_time: 70.7319641113, weight_update_time: 0.1507393569, other_time: 3.3278045654
epoch time: 9.9514064789s, input_fired_time: 0.2141694129, output_fired_time: 0.0000000000, propagate_forward_time: 9.1234235764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138134003
validation[          , genome  6992] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       713.76660, best error:       690.67542 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 123.3847274780s, input_fired_time: 1.7794475555, output_fired_time: 1.6410304308, propagate_forward_time: 45.5764312744, propagate_backward_time: 71.0444107056, weight_update_time: 0.1498897374, other_time: 3.3434066772
epoch time: 10.0581102371s, input_fired_time: 0.2176755220, output_fired_time: 0.0000000000, propagate_forward_time: 9.2276000977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128349304
validation[          , genome  6992] predictions:    9744/  10000 (97.44%), best:    9800/10000 (98.00%), error:       845.41675, best error:       690.67542 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 123.5486831665s, input_fired_time: 1.7802940607, output_fired_time: 1.6409658194, propagate_forward_time: 45.8687019348, propagate_backward_time: 70.9300460815, weight_update_time: 0.1505278349, other_time: 3.3286666870
epoch time: 10.0256185532s, input_fired_time: 0.2159767598, output_fired_time: 0.0000000000, propagate_forward_time: 9.1960372925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136045456
validation[          , genome  6992] predictions:    9763/  10000 (97.63%), best:    9800/10000 (98.00%), error:       772.07697, best error:       690.67542 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.9450073242s, input_fired_time: 1.7876940966, output_fired_time: 1.6498420238, propagate_forward_time: 45.8949317932, propagate_backward_time: 71.2792282104, weight_update_time: 0.1519681811, other_time: 3.3333053589
epoch time: 10.0975265503s, input_fired_time: 0.2182870805, output_fired_time: 0.0000000000, propagate_forward_time: 9.2578935623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213455200
validation[          , genome  6992] predictions:    9753/  10000 (97.53%), best:    9800/10000 (98.00%), error:       771.66492, best error:       690.67542 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.8436279297s, input_fired_time: 1.7926510572, output_fired_time: 1.6510910988, propagate_forward_time: 45.9530372620, propagate_backward_time: 71.1020050049, weight_update_time: 0.1517237425, other_time: 3.3448486328
epoch time: 9.8586130142s, input_fired_time: 0.2178399861, output_fired_time: 0.0000000000, propagate_forward_time: 9.0283603668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124124527
validation[          , genome  6992] predictions:    9743/  10000 (97.43%), best:    9800/10000 (98.00%), error:       847.88361, best error:       690.67542 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 124.4876556396s, input_fired_time: 1.7896277905, output_fired_time: 1.6615376472, propagate_forward_time: 46.0188827515, propagate_backward_time: 71.6495895386, weight_update_time: 0.1517739445, other_time: 3.3680191040
epoch time: 10.0508308411s, input_fired_time: 0.2183608264, output_fired_time: 0.0000000000, propagate_forward_time: 9.2086181641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238517761
validation[          , genome  6992] predictions:    9692/  10000 (96.92%), best:    9800/10000 (98.00%), error:       943.42407, best error:       690.67542 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.3322372437s, input_fired_time: 1.7794635296, output_fired_time: 1.6387941837, propagate_forward_time: 45.6112251282, propagate_backward_time: 70.9649810791, weight_update_time: 0.1544607133, other_time: 3.3377685547
epoch time: 9.7713241577s, input_fired_time: 0.2147921622, output_fired_time: 0.0000000000, propagate_forward_time: 8.9436807632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128511429
validation[          , genome  6992] predictions:    9755/  10000 (97.55%), best:    9800/10000 (98.00%), error:       775.49799, best error:       690.67542 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.8038330078s, input_fired_time: 1.7934173346, output_fired_time: 1.6400825977, propagate_forward_time: 45.9369773865, propagate_backward_time: 71.0912399292, weight_update_time: 0.1518358737, other_time: 3.3421096802
epoch time: 10.0322542191s, input_fired_time: 0.2149724513, output_fired_time: 0.0000000000, propagate_forward_time: 9.2005968094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166849136
validation[          , genome  6992] predictions:    9728/  10000 (97.28%), best:    9800/10000 (98.00%), error:       891.42474, best error:       690.67542 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 123.6696472168s, input_fired_time: 1.7862149477, output_fired_time: 1.6491550207, propagate_forward_time: 45.7733116150, propagate_backward_time: 71.1283874512, weight_update_time: 0.1511501670, other_time: 3.3325805664
epoch time: 9.9376544952s, input_fired_time: 0.2162784785, output_fired_time: 0.0000000000, propagate_forward_time: 9.1006002426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207761765
validation[          , genome  6992] predictions:    9755/  10000 (97.55%), best:    9800/10000 (98.00%), error:       827.41309, best error:       690.67542 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.6466979980s, input_fired_time: 1.7947242260, output_fired_time: 1.6446365118, propagate_forward_time: 45.8034248352, propagate_backward_time: 71.0792922974, weight_update_time: 0.1511127651, other_time: 3.3246231079
epoch time: 9.9235944748s, input_fired_time: 0.2151967585, output_fired_time: 0.0000000000, propagate_forward_time: 9.0943927765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140050888
validation[          , genome  6992] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       720.17426, best error:       690.67542 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 123.7276687622s, input_fired_time: 1.8003288507, output_fired_time: 1.6443256140, propagate_forward_time: 45.9251174927, propagate_backward_time: 71.0283508301, weight_update_time: 0.1510359645, other_time: 3.3295440674
epoch time: 10.0313911438s, input_fired_time: 0.2184315026, output_fired_time: 0.0000000000, propagate_forward_time: 9.1918125153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211471558
validation[          , genome  6992] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       761.14014, best error:       690.67542 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.0803756714s, input_fired_time: 1.7653740644, output_fired_time: 1.6099594831, propagate_forward_time: 44.5955772400, propagate_backward_time: 69.8046188354, weight_update_time: 0.1485110074, other_time: 3.3048477173
epoch time: 9.3343696594s, input_fired_time: 0.2108045518, output_fired_time: 0.0000000000, propagate_forward_time: 8.5248012543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987634659
validation[          , genome  6992] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       802.40277, best error:       690.67542 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.9287033081s, input_fired_time: 1.7606545687, output_fired_time: 1.6052223444, propagate_forward_time: 44.1055107117, propagate_backward_time: 69.1434783936, weight_update_time: 0.1485284567, other_time: 3.3138275146
epoch time: 9.6226882935s, input_fired_time: 0.2110887766, output_fired_time: 0.0000000000, propagate_forward_time: 8.7978420258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137571335
validation[          , genome  6992] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       707.70325, best error:       690.67542 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.4568405151s, input_fired_time: 1.7846945524, output_fired_time: 1.6270723343, propagate_forward_time: 44.7909812927, propagate_backward_time: 69.9121017456, weight_update_time: 0.1487118453, other_time: 3.3419876099
epoch time: 9.7208309174s, input_fired_time: 0.2152433693, output_fired_time: 0.0000000000, propagate_forward_time: 8.8900775909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155099869
validation[          , genome  6992] predictions:    9717/  10000 (97.17%), best:    9800/10000 (98.00%), error:       955.75427, best error:       690.67542 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.6595001221s, input_fired_time: 1.7567893267, output_fired_time: 1.5949254036, propagate_forward_time: 43.9963378906, propagate_backward_time: 69.0036544800, weight_update_time: 0.1480649263, other_time: 3.3077926636
epoch time: 9.7201986313s, input_fired_time: 0.2153826356, output_fired_time: 0.0000000000, propagate_forward_time: 8.8974132538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074028015
validation[          , genome  6992] predictions:    9679/  10000 (96.79%), best:    9800/10000 (98.00%), error:       984.03369, best error:       690.67542 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 179.3486480713s, input_fired_time: 2.4100818634, output_fired_time: 2.3227772713, propagate_forward_time: 64.0321121216, propagate_backward_time: 106.2801132202, weight_update_time: 0.1645229906, other_time: 4.3035583496
epoch time: 15.1630468369s, input_fired_time: 0.4911429286, output_fired_time: 0.0000000000, propagate_forward_time: 13.9968547821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6750488281
validation[          , genome  6992] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       704.52478, best error:       690.67542 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 184.2404937744s, input_fired_time: 2.1707258224, output_fired_time: 2.0785069466, propagate_forward_time: 70.5738143921, propagate_backward_time: 104.8563919067, weight_update_time: 0.1650961339, other_time: 4.5610504150
epoch time: 14.9561300278s, input_fired_time: 0.2367423177, output_fired_time: 0.0000000000, propagate_forward_time: 13.8037748337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9156131744
validation[          , genome  6992] predictions:    9736/  10000 (97.36%), best:    9800/10000 (98.00%), error:       817.34271, best error:       690.67542 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 184.5794982910s, input_fired_time: 2.6706342697, output_fired_time: 2.5762979984, propagate_forward_time: 65.4932708740, propagate_backward_time: 109.5206375122, weight_update_time: 0.1653142571, other_time: 4.3186569214
epoch time: 15.0511360168s, input_fired_time: 0.2375254035, output_fired_time: 0.0000000000, propagate_forward_time: 14.1523866653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612243652
validation[          , genome  6992] predictions:    9742/  10000 (97.42%), best:    9800/10000 (98.00%), error:       799.00549, best error:       690.67542 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 184.0145111084s, input_fired_time: 2.6643950939, output_fired_time: 2.3231575489, propagate_forward_time: 68.3687820435, propagate_backward_time: 105.0885696411, weight_update_time: 0.1660788655, other_time: 5.5696105957
epoch time: 15.1428079605s, input_fired_time: 0.2447189987, output_fired_time: 0.0000000000, propagate_forward_time: 13.2250652313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6730241776
validation[          , genome  6992] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       767.34015, best error:       690.67542 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 185.4671020508s, input_fired_time: 2.9373371601, output_fired_time: 3.0893435478, propagate_forward_time: 67.1147384644, propagate_backward_time: 107.4850082397, weight_update_time: 0.1673059165, other_time: 4.8406829834
epoch time: 15.0614099503s, input_fired_time: 0.2367674410, output_fired_time: 0.0000000000, propagate_forward_time: 14.1639108658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607313156
validation[          , genome  6992] predictions:    9744/  10000 (97.44%), best:    9800/10000 (98.00%), error:       787.98120, best error:       690.67542 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 185.5648651123s, input_fired_time: 2.1796991825, output_fired_time: 1.8256549835, propagate_forward_time: 69.6183547974, propagate_backward_time: 106.8677444458, weight_update_time: 0.1657742560, other_time: 5.0734100342
epoch time: 15.0962734222s, input_fired_time: 0.2395555377, output_fired_time: 0.0000000000, propagate_forward_time: 14.1899948120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667232513
validation[          , genome  6992] predictions:    9781/  10000 (97.81%), best:    9800/10000 (98.00%), error:       693.44623, best error:       690.67542 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 184.6712341309s, input_fired_time: 3.4318993092, output_fired_time: 2.3297674656, propagate_forward_time: 68.0960617065, propagate_backward_time: 106.7433166504, weight_update_time: 0.1657157689, other_time: 4.0701828003
epoch time: 15.0370750427s, input_fired_time: 0.7390543222, output_fired_time: 0.0000000000, propagate_forward_time: 13.6340312958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639890671
validation[          , genome  6992] predictions:    9726/  10000 (97.26%), best:    9800/10000 (98.00%), error:       904.50146, best error:       690.67542 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 184.1371612549s, input_fired_time: 2.1837539673, output_fired_time: 2.3308010101, propagate_forward_time: 70.4533538818, propagate_backward_time: 105.1058120728, weight_update_time: 0.1646126360, other_time: 4.0634384155
epoch time: 15.0321025848s, input_fired_time: 0.4879541099, output_fired_time: 0.0000000000, propagate_forward_time: 13.8803749084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637735367
validation[          , genome  6992] predictions:    9611/  10000 (96.11%), best:    9800/10000 (98.00%), error:      1291.74341, best error:       690.67542 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 184.8866882324s, input_fired_time: 2.1755914688, output_fired_time: 2.0803332329, propagate_forward_time: 69.8724746704, propagate_backward_time: 106.9250488281, weight_update_time: 0.1662162095, other_time: 3.8332290649
epoch time: 14.9770364761s, input_fired_time: 0.2386971712, output_fired_time: 0.0000000000, propagate_forward_time: 13.8389320374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8994073868
validation[          , genome  6992] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       734.64502, best error:       690.67542 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 184.9400634766s, input_fired_time: 3.1818237305, output_fired_time: 2.0864102840, propagate_forward_time: 68.8430938721, propagate_backward_time: 106.2555389404, weight_update_time: 0.1672184169, other_time: 4.5731964111
epoch time: 14.6591501236s, input_fired_time: 0.4860133529, output_fired_time: 0.0000000000, propagate_forward_time: 13.2647819519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9083547592
validation[          , genome  6992] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       730.45099, best error:       690.67542 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 184.8140716553s, input_fired_time: 1.9286628962, output_fired_time: 2.8381268978, propagate_forward_time: 69.7466278076, propagate_backward_time: 104.9779205322, weight_update_time: 0.1670176536, other_time: 5.3227386475
epoch time: 15.1143350601s, input_fired_time: 0.2398725897, output_fired_time: 0.0000000000, propagate_forward_time: 13.7082118988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1662502289
validation[          , genome  6992] predictions:    9748/  10000 (97.48%), best:    9800/10000 (98.00%), error:       803.71509, best error:       690.67542 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 184.4626770020s, input_fired_time: 2.6796455383, output_fired_time: 2.3334693909, propagate_forward_time: 69.9811630249, propagate_backward_time: 104.1518325806, weight_update_time: 0.1659969538, other_time: 5.3165740967
epoch time: 14.6294622421s, input_fired_time: 0.2355120480, output_fired_time: 0.0000000000, propagate_forward_time: 13.7399215698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540288925
validation[          , genome  6992] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       704.81769, best error:       690.67542 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 185.3549346924s, input_fired_time: 2.6904220581, output_fired_time: 2.3389873505, propagate_forward_time: 69.4231491089, propagate_backward_time: 106.3403701782, weight_update_time: 0.4153040946, other_time: 4.5620117188
epoch time: 14.9794473648s, input_fired_time: 0.4895589650, output_fired_time: 0.0000000000, propagate_forward_time: 13.0812883377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4085998535
validation[          , genome  6992] predictions:    9749/  10000 (97.49%), best:    9800/10000 (98.00%), error:       781.03558, best error:       690.67542 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 183.4598541260s, input_fired_time: 2.1766722202, output_fired_time: 2.5699965954, propagate_forward_time: 68.2922210693, propagate_backward_time: 105.6230087280, weight_update_time: 0.4158185422, other_time: 4.7979660034
epoch time: 14.8329391479s, input_fired_time: 0.2326993793, output_fired_time: 0.0000000000, propagate_forward_time: 13.9438648224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563749313
validation[          , genome  6992] predictions:    9742/  10000 (97.42%), best:    9800/10000 (98.00%), error:       860.68011, best error:       690.67542 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 185.5198364258s, input_fired_time: 1.9455751181, output_fired_time: 2.0982453823, propagate_forward_time: 68.8962860107, propagate_backward_time: 107.2464523315, weight_update_time: 0.1654387563, other_time: 5.3332748413
epoch time: 14.9143095016s, input_fired_time: 0.2369419932, output_fired_time: 0.0000000000, propagate_forward_time: 13.7717523575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056148529
validation[          , genome  6992] predictions:    9784/  10000 (97.84%), best:    9800/10000 (98.00%), error:       734.63397, best error:       690.67542 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 185.6965484619s, input_fired_time: 2.1923055649, output_fired_time: 3.0958859921, propagate_forward_time: 69.4562683105, propagate_backward_time: 106.6273193359, weight_update_time: 0.1658889055, other_time: 4.3247680664
epoch time: 15.1598548889s, input_fired_time: 0.2428712696, output_fired_time: 0.0000000000, propagate_forward_time: 13.7522525787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1647310257
validation[          , genome  6992] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       686.85870, best error:       686.85870 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 195.5536804199s, input_fired_time: 3.2610986233, output_fired_time: 2.6791477203, propagate_forward_time: 72.7898483276, propagate_backward_time: 111.8847732544, weight_update_time: 0.1719835848, other_time: 4.9388122559
epoch time: 15.7459812164s, input_fired_time: 0.2476489991, output_fired_time: 0.0000000000, propagate_forward_time: 14.5665931702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9317388535
validation[          , genome  6992] predictions:    9786/  10000 (97.86%), best:    9788/10000 (97.88%), error:       691.48395, best error:       686.85870 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 194.9484558105s, input_fired_time: 2.2579643726, output_fired_time: 2.6677355766, propagate_forward_time: 73.4271926880, propagate_backward_time: 111.4111557007, weight_update_time: 0.1722390950, other_time: 5.1844024658
epoch time: 15.8574275970s, input_fired_time: 0.2447389364, output_fired_time: 0.0000000000, propagate_forward_time: 14.9367952347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758937836
validation[          , genome  6992] predictions:    9775/  10000 (97.75%), best:    9788/10000 (97.88%), error:       727.40393, best error:       686.85870 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 195.9073638916s, input_fired_time: 3.5211286545, output_fired_time: 2.1949603558, propagate_forward_time: 71.6325759888, propagate_backward_time: 114.3720169067, weight_update_time: 0.4236042500, other_time: 4.1866760254
epoch time: 15.6555385590s, input_fired_time: 0.2449412346, output_fired_time: 0.0000000000, propagate_forward_time: 14.2407560349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698408127
validation[          , genome  6992] predictions:    9734/  10000 (97.34%), best:    9788/10000 (97.88%), error:       851.26123, best error:       686.85870 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 195.0726165771s, input_fired_time: 2.2579634190, output_fired_time: 2.9275307655, propagate_forward_time: 74.5068817139, propagate_backward_time: 110.4517517090, weight_update_time: 0.1725151539, other_time: 4.9284820557
epoch time: 16.0738582611s, input_fired_time: 0.2498702109, output_fired_time: 0.0000000000, propagate_forward_time: 14.8856811523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9383068085
validation[          , genome  6992] predictions:    9692/  10000 (96.92%), best:    9788/10000 (97.88%), error:      1073.05957, best error:       686.85870 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 195.7262725830s, input_fired_time: 3.7589926720, output_fired_time: 1.9413218498, propagate_forward_time: 72.1601867676, propagate_backward_time: 112.9303665161, weight_update_time: 0.1718432009, other_time: 4.9354171753
epoch time: 15.9024620056s, input_fired_time: 0.2510052025, output_fired_time: 0.0000000000, propagate_forward_time: 14.7223472595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291095734
validation[          , genome  6992] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       838.57306, best error:       686.85870 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 195.4389038086s, input_fired_time: 2.5220706463, output_fired_time: 2.1786124706, propagate_forward_time: 73.7519607544, propagate_backward_time: 112.7909240723, weight_update_time: 0.1732285172, other_time: 4.1953353882
epoch time: 15.6869392395s, input_fired_time: 0.2523828149, output_fired_time: 0.0000000000, propagate_forward_time: 14.7627573013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6717987061
validation[          , genome  6992] predictions:    9704/  10000 (97.04%), best:    9788/10000 (97.88%), error:       953.88251, best error:       686.85870 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 195.1766815186s, input_fired_time: 2.5130395889, output_fired_time: 2.4216742516, propagate_forward_time: 74.0368652344, propagate_backward_time: 111.2669219971, weight_update_time: 0.1743455827, other_time: 4.9381713867
epoch time: 16.7081089020s, input_fired_time: 0.2502773702, output_fired_time: 0.0000000000, propagate_forward_time: 14.9827299118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4751024246
validation[          , genome  6992] predictions:    9770/  10000 (97.70%), best:    9788/10000 (97.88%), error:       751.49512, best error:       686.85870 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 194.1531829834s, input_fired_time: 2.5065495968, output_fired_time: 2.4124579430, propagate_forward_time: 73.4948043823, propagate_backward_time: 109.5708999634, weight_update_time: 0.1718611121, other_time: 6.1684722900
epoch time: 15.4207639694s, input_fired_time: 0.4944759309, output_fired_time: 0.0000000000, propagate_forward_time: 13.9996614456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9266262054
validation[          , genome  6992] predictions:    9778/  10000 (97.78%), best:    9788/10000 (97.88%), error:       728.07526, best error:       686.85870 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 195.2856903076s, input_fired_time: 3.5025782585, output_fired_time: 2.6894209385, propagate_forward_time: 72.2670822144, propagate_backward_time: 111.3731918335, weight_update_time: 0.1731527448, other_time: 5.4534149170
epoch time: 16.3703746796s, input_fired_time: 0.2608977854, output_fired_time: 0.0000000000, propagate_forward_time: 15.1585130692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9509630203
validation[          , genome  6992] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       797.22070, best error:       686.85870 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 194.1307830811s, input_fired_time: 2.4883270264, output_fired_time: 2.1619293690, propagate_forward_time: 73.1572875977, propagate_backward_time: 112.1515808105, weight_update_time: 0.1732920259, other_time: 4.1716613770
epoch time: 16.0340023041s, input_fired_time: 0.2492785901, output_fired_time: 0.0000000000, propagate_forward_time: 14.8508768082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9338464737
validation[          , genome  6992] predictions:    9776/  10000 (97.76%), best:    9788/10000 (97.88%), error:       712.55042, best error:       686.85870 on epoch:    90, 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: 79.1338882446s, input_fired_time: 2.2542085648, output_fired_time: 0.0000000000, propagate_forward_time: 72.1370468140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7426300049
best training[          , genome  6992] predictions:   49669/  50000 (99.34%), best:    9788/10000 (97.88%), error:      1363.98608, best error:       686.85870 on epoch:    90, 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: 15.3921775818s, input_fired_time: 0.2483465523, output_fired_time: 0.0000000000, propagate_forward_time: 14.4697360992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740951538
   testing[          , genome  6992] predictions:    9792/  10000 (97.92%), best:    9788/10000 (97.88%), error:       680.22784, best error:       686.85870 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:24:23 (6364): called boinc_finish(0)

</stderr_txt>
]]>