Nameexact_genome_1512568488_42_6427_1
Workunit2603344
Created7 Dec 2017, 19:42:20 UTC
Sent7 Dec 2017, 19:47:36 UTC
Report deadline15 Dec 2017, 1:00:02 UTC
Received8 Dec 2017, 12:33:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 17 min 36 sec
CPU time4 hours 11 min 22 sec
Validate stateValid
Credit1,804.24
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.19 MB
Peak swap size160.48 MB
Peak disk usage2.55 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.10%), best:    9733/10000 (97.33%), error:       941.17908, best error:       893.72424 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.8474273682s, input_fired_time: 1.6378251314, output_fired_time: 1.4840925932, propagate_forward_time: 56.1155395508, propagate_backward_time: 81.1666259766, weight_update_time: 0.1883527040, other_time: 3.4433441162
epoch time: 12.3942031860s, input_fired_time: 0.2038540542, output_fired_time: 0.0000000000, propagate_forward_time: 11.5786867142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116628647
validation[          , genome  6427] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1002.79382, best error:       893.72424 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 155.7004394531s, input_fired_time: 1.7668540478, output_fired_time: 2.6265389919, propagate_forward_time: 57.2994956970, propagate_backward_time: 90.3120803833, weight_update_time: 0.2097362727, other_time: 3.6954574585
epoch time: 11.1386461258s, input_fired_time: 0.2009756267, output_fired_time: 0.0000000000, propagate_forward_time: 10.3369798660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006908417
validation[          , genome  6427] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       877.49902, best error:       877.49902 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.7793121338s, input_fired_time: 1.6410397291, output_fired_time: 1.4941949844, propagate_forward_time: 55.4648094177, propagate_backward_time: 83.6879425049, weight_update_time: 0.1904477775, other_time: 3.4913177490
epoch time: 10.9465227127s, input_fired_time: 0.1997543871, output_fired_time: 0.0000000000, propagate_forward_time: 10.1428604126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039075851
validation[          , genome  6427] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:      1007.41980, best error:       877.49902 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 144.1686706543s, input_fired_time: 1.6474509239, output_fired_time: 1.4978892803, propagate_forward_time: 56.1238975525, propagate_backward_time: 81.4839553833, weight_update_time: 0.1882184297, other_time: 3.4154739380
epoch time: 12.3062276840s, input_fired_time: 0.2043969929, output_fired_time: 0.0000000000, propagate_forward_time: 11.4790935516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227369308
validation[          , genome  6427] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       852.63580, best error:       852.63580 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.4720458984s, input_fired_time: 1.8207378387, output_fired_time: 1.6221780777, propagate_forward_time: 59.3294410706, propagate_backward_time: 91.9531555176, weight_update_time: 0.1987076849, other_time: 3.7465362549
epoch time: 12.4070854187s, input_fired_time: 0.2064773738, output_fired_time: 0.0000000000, propagate_forward_time: 11.5842599869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6163482666
validation[          , genome  6427] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       772.49725, best error:       772.49725 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.6645812988s, input_fired_time: 1.6361308098, output_fired_time: 1.4935984612, propagate_forward_time: 55.3536262512, propagate_backward_time: 82.7150573730, weight_update_time: 0.1894225627, other_time: 3.4661865234
epoch time: 11.1197233200s, input_fired_time: 0.2019164115, output_fired_time: 0.0000000000, propagate_forward_time: 10.2829694748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348371506
validation[          , genome  6427] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       885.74664, best error:       772.49725 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 145.3585510254s, input_fired_time: 1.6301587820, output_fired_time: 2.4995398521, propagate_forward_time: 57.3124504089, propagate_backward_time: 79.4395294189, weight_update_time: 0.1891087443, other_time: 4.4768676758
epoch time: 11.2801246643s, input_fired_time: 0.2039748281, output_fired_time: 0.0000000000, propagate_forward_time: 10.4694700241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066799164
validation[          , genome  6427] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       884.85944, best error:       772.49725 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.2273406982s, input_fired_time: 1.6299158335, output_fired_time: 1.5026309490, propagate_forward_time: 57.4638061523, propagate_backward_time: 82.1772766113, weight_update_time: 0.1889152527, other_time: 3.4537200928
epoch time: 11.0258855820s, input_fired_time: 0.1993565857, output_fired_time: 0.0000000000, propagate_forward_time: 10.2159252167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106033325
validation[          , genome  6427] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       859.50970, best error:       772.49725 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.3224334717s, input_fired_time: 1.6498014927, output_fired_time: 1.4849214554, propagate_forward_time: 53.3078994751, propagate_backward_time: 84.4445877075, weight_update_time: 0.1906878948, other_time: 3.4352264404
epoch time: 12.1449651718s, input_fired_time: 0.2060218900, output_fired_time: 0.0000000000, propagate_forward_time: 11.3192977905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196451187
validation[          , genome  6427] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       915.24969, best error:       772.49725 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 143.8038787842s, input_fired_time: 1.6528929472, output_fired_time: 1.4875077009, propagate_forward_time: 57.0412864685, propagate_backward_time: 80.1905670166, weight_update_time: 0.1880785674, other_time: 3.4316253662
epoch time: 12.3628072739s, input_fired_time: 0.2047004700, output_fired_time: 0.0000000000, propagate_forward_time: 11.5420494080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6160573959
validation[          , genome  6427] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       879.69928, best error:       772.49725 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.1430053711s, input_fired_time: 1.6350969076, output_fired_time: 1.4957138300, propagate_forward_time: 53.1527366638, propagate_backward_time: 84.3734283447, weight_update_time: 0.1908901036, other_time: 3.4860229492
epoch time: 12.5372200012s, input_fired_time: 0.2074029297, output_fired_time: 0.0000000000, propagate_forward_time: 11.6798639297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499528885
validation[          , genome  6427] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       828.46899, best error:       772.49725 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.0282440186s, input_fired_time: 1.6363179684, output_fired_time: 1.4948896170, propagate_forward_time: 54.6025428772, propagate_backward_time: 83.8568420410, weight_update_time: 0.1887447536, other_time: 3.4376525879
epoch time: 12.6117401123s, input_fired_time: 0.2096803188, output_fired_time: 0.0000000000, propagate_forward_time: 11.7985191345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035404205
validation[          , genome  6427] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       871.78925, best error:       772.49725 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.3437500000s, input_fired_time: 1.6316159964, output_fired_time: 1.5100767612, propagate_forward_time: 53.4462318420, propagate_backward_time: 84.3216094971, weight_update_time: 0.1885156482, other_time: 3.4342193604
epoch time: 11.1816968918s, input_fired_time: 0.2021749318, output_fired_time: 0.0000000000, propagate_forward_time: 10.3801250458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993967056
validation[          , genome  6427] predictions:    9708/  10000 (97.08%), best:    9756/10000 (97.56%), error:       891.15778, best error:       772.49725 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.6936492920s, input_fired_time: 1.6524916887, output_fired_time: 1.4985228777, propagate_forward_time: 57.6177940369, propagate_backward_time: 82.4353561401, weight_update_time: 0.1899322569, other_time: 3.4894790649
epoch time: 10.9671621323s, input_fired_time: 0.2008192390, output_fired_time: 0.0000000000, propagate_forward_time: 10.1791543961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871887207
validation[          , genome  6427] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       881.89398, best error:       772.49725 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.9184570313s, input_fired_time: 1.6951795816, output_fired_time: 1.5455756187, propagate_forward_time: 58.4605712891, propagate_backward_time: 85.6581497192, weight_update_time: 0.1987811178, other_time: 3.5589828491
epoch time: 11.2102537155s, input_fired_time: 0.2031468898, output_fired_time: 0.0000000000, propagate_forward_time: 10.4099349976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5971717834
validation[          , genome  6427] predictions:    9694/  10000 (96.94%), best:    9756/10000 (97.56%), error:       941.74030, best error:       772.49725 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.8592224121s, input_fired_time: 1.6378850937, output_fired_time: 1.4876624346, propagate_forward_time: 54.9323616028, propagate_backward_time: 82.3300247192, weight_update_time: 0.1914585382, other_time: 4.4713058472
epoch time: 11.2369632721s, input_fired_time: 0.2024793476, output_fired_time: 0.0000000000, propagate_forward_time: 10.4349203110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995635986
validation[          , genome  6427] predictions:    9747/  10000 (97.47%), best:    9756/10000 (97.56%), error:       813.29102, best error:       772.49725 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 148.0612182617s, input_fired_time: 1.6560035944, output_fired_time: 1.5445157290, propagate_forward_time: 56.3993835449, propagate_backward_time: 84.9024276733, weight_update_time: 0.2114614695, other_time: 3.5588912964
epoch time: 11.8180990219s, input_fired_time: 0.2026308179, output_fired_time: 0.0000000000, propagate_forward_time: 10.9671249390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483430862
validation[          , genome  6427] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       804.33801, best error:       772.49725 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.3923034668s, input_fired_time: 1.7121375799, output_fired_time: 1.4994425774, propagate_forward_time: 55.6282424927, propagate_backward_time: 87.1104125977, weight_update_time: 0.1898882389, other_time: 3.4420700073
epoch time: 11.0182533264s, input_fired_time: 0.2051402628, output_fired_time: 0.0000000000, propagate_forward_time: 10.2156209946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974922180
validation[          , genome  6427] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       873.46161, best error:       772.49725 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 154.8940429688s, input_fired_time: 1.7662223577, output_fired_time: 1.5797579288, propagate_forward_time: 60.8465194702, propagate_backward_time: 86.9587860107, weight_update_time: 0.1989081502, other_time: 3.7427597046
epoch time: 12.5042982101s, input_fired_time: 0.2091471702, output_fired_time: 0.0000000000, propagate_forward_time: 11.6774539948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176967621
validation[          , genome  6427] predictions:    9753/  10000 (97.53%), best:    9756/10000 (97.56%), error:       826.40100, best error:       772.49725 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 144.1529083252s, input_fired_time: 2.6477143764, output_fired_time: 1.4842877388, propagate_forward_time: 54.2421722412, propagate_backward_time: 82.3183746338, weight_update_time: 0.1897743642, other_time: 3.4603576660
epoch time: 12.3325176239s, input_fired_time: 0.2091105431, output_fired_time: 0.0000000000, propagate_forward_time: 11.5080499649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153573990
validation[          , genome  6427] predictions:    9747/  10000 (97.47%), best:    9756/10000 (97.56%), error:       801.35852, best error:       772.49725 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 150.5128173828s, input_fired_time: 1.7193788290, output_fired_time: 1.5087348223, propagate_forward_time: 56.5306510925, propagate_backward_time: 87.1515197754, weight_update_time: 0.1891053170, other_time: 3.6025390625
epoch time: 12.7799386978s, input_fired_time: 0.2145189047, output_fired_time: 0.0000000000, propagate_forward_time: 10.9037494659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6616706848
validation[          , genome  6427] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       811.65668, best error:       772.49725 on epoch:    19, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 142.2368927002s, input_fired_time: 2.6368706226, output_fired_time: 1.4711334705, propagate_forward_time: 52.4860763550, propagate_backward_time: 82.2056350708, weight_update_time: 0.1871548593, other_time: 3.4371795654
epoch time: 12.3817110062s, input_fired_time: 0.2067510635, output_fired_time: 0.0000000000, propagate_forward_time: 11.5600748062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148853302
validation[          , genome  6427] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       706.30225, best error:       706.30225 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.7410736084s, input_fired_time: 1.6825499535, output_fired_time: 1.5345323086, propagate_forward_time: 56.5307922363, propagate_backward_time: 83.4655303955, weight_update_time: 0.1893541813, other_time: 4.5276641846
epoch time: 12.4332218170s, input_fired_time: 0.2062623054, output_fired_time: 0.0000000000, propagate_forward_time: 11.6177310944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092281342
validation[          , genome  6427] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       762.90027, best error:       706.30225 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 145.1840820313s, input_fired_time: 2.6462228298, output_fired_time: 1.5173562765, propagate_forward_time: 54.6002807617, propagate_backward_time: 82.9484176636, weight_update_time: 0.1894876957, other_time: 3.4718093872
epoch time: 12.3697052002s, input_fired_time: 0.2092052400, output_fired_time: 0.0000000000, propagate_forward_time: 10.5424900055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6180095673
validation[          , genome  6427] predictions:    9704/  10000 (97.04%), best:    9776/10000 (97.76%), error:       930.73517, best error:       706.30225 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 154.7035675049s, input_fired_time: 1.7870324850, output_fired_time: 1.6396540403, propagate_forward_time: 57.5079841614, propagate_backward_time: 90.0652465820, weight_update_time: 0.1970924884, other_time: 3.7036590576
epoch time: 12.3806123734s, input_fired_time: 0.2096162885, output_fired_time: 0.0000000000, propagate_forward_time: 11.5562162399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147794724
validation[          , genome  6427] predictions:    9745/  10000 (97.45%), best:    9776/10000 (97.76%), error:       826.17993, best error:       706.30225 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.4605407715s, input_fired_time: 1.6416437626, output_fired_time: 1.4948621988, propagate_forward_time: 55.3189544678, propagate_backward_time: 82.5564880371, weight_update_time: 0.1900075525, other_time: 3.4485931396
epoch time: 12.3023777008s, input_fired_time: 0.2078559846, output_fired_time: 0.0000000000, propagate_forward_time: 11.4716634750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228580475
validation[          , genome  6427] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       842.03387, best error:       706.30225 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.5099487305s, input_fired_time: 1.6418887377, output_fired_time: 1.4831067324, propagate_forward_time: 55.2772903442, propagate_backward_time: 82.6515121460, weight_update_time: 0.1895139664, other_time: 3.4561462402
epoch time: 12.1754055023s, input_fired_time: 0.2067280412, output_fired_time: 0.0000000000, propagate_forward_time: 11.3583517075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103258133
validation[          , genome  6427] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       876.98425, best error:       706.30225 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 149.1812133789s, input_fired_time: 2.7415468693, output_fired_time: 1.5202215910, propagate_forward_time: 57.1858863831, propagate_backward_time: 84.2639770508, weight_update_time: 0.1902625859, other_time: 3.4695892334
epoch time: 12.3287811279s, input_fired_time: 0.2076849043, output_fired_time: 0.0000000000, propagate_forward_time: 11.5051479340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159486771
validation[          , genome  6427] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       813.84778, best error:       706.30225 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 143.8402252197s, input_fired_time: 1.6499675512, output_fired_time: 1.4947475195, propagate_forward_time: 56.1676712036, propagate_backward_time: 80.0792922974, weight_update_time: 0.1886836439, other_time: 4.4485473633
epoch time: 12.3379526138s, input_fired_time: 0.2100013494, output_fired_time: 0.0000000000, propagate_forward_time: 11.5131349564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148166656
validation[          , genome  6427] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       818.87463, best error:       706.30225 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 145.4799041748s, input_fired_time: 2.6561174393, output_fired_time: 1.5057286024, propagate_forward_time: 57.6654090881, propagate_backward_time: 80.1836242676, weight_update_time: 0.1884657592, other_time: 3.4690399170
epoch time: 14.3172311783s, input_fired_time: 0.2410458475, output_fired_time: 0.0000000000, propagate_forward_time: 13.3664731979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097120285
validation[          , genome  6427] predictions:    9774/  10000 (97.74%), best:    9776/10000 (97.76%), error:       743.24835, best error:       706.30225 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.6927337646s, input_fired_time: 1.6875623465, output_fired_time: 1.5836868286, propagate_forward_time: 55.2130661011, propagate_backward_time: 87.6324005127, weight_update_time: 0.1914843768, other_time: 3.5760116577
epoch time: 12.5696763992s, input_fired_time: 0.2151307464, output_fired_time: 0.0000000000, propagate_forward_time: 11.7163629532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381826401
validation[          , genome  6427] predictions:    9721/  10000 (97.21%), best:    9776/10000 (97.76%), error:       888.83875, best error:       706.30225 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 146.3042907715s, input_fired_time: 1.6432729959, output_fired_time: 1.4841723442, propagate_forward_time: 56.2180671692, propagate_backward_time: 82.5110092163, weight_update_time: 0.1877266914, other_time: 4.4477615356
epoch time: 12.2265043259s, input_fired_time: 0.2067320347, output_fired_time: 0.0000000000, propagate_forward_time: 10.4088802338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6108922958
validation[          , genome  6427] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       830.36475, best error:       706.30225 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 145.1715393066s, input_fired_time: 1.6560134888, output_fired_time: 1.5215371847, propagate_forward_time: 56.5137290955, propagate_backward_time: 82.0122680664, weight_update_time: 0.1900499761, other_time: 3.4680023193
epoch time: 12.6251468658s, input_fired_time: 0.2109128088, output_fired_time: 0.0000000000, propagate_forward_time: 11.7756710052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385631561
validation[          , genome  6427] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       811.86261, best error:       706.30225 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 144.6406097412s, input_fired_time: 1.6526180506, output_fired_time: 1.4847192764, propagate_forward_time: 53.3587570190, propagate_backward_time: 83.6812820435, weight_update_time: 0.1891566515, other_time: 4.4632263184
epoch time: 11.0092287064s, input_fired_time: 0.2050351799, output_fired_time: 0.0000000000, propagate_forward_time: 10.2021541595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020393372
validation[          , genome  6427] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       740.97418, best error:       706.30225 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.0428619385s, input_fired_time: 1.6680209637, output_fired_time: 1.5098415613, propagate_forward_time: 56.3764076233, propagate_backward_time: 84.9087600708, weight_update_time: 0.2046980113, other_time: 3.5798416138
epoch time: 11.2084827423s, input_fired_time: 0.2046012431, output_fired_time: 0.0000000000, propagate_forward_time: 10.4119825363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918989182
validation[          , genome  6427] predictions:    9736/  10000 (97.36%), best:    9776/10000 (97.76%), error:       800.81116, best error:       706.30225 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 154.3871917725s, input_fired_time: 1.7202303410, output_fired_time: 1.5548299551, propagate_forward_time: 56.9248466492, propagate_backward_time: 90.5726928711, weight_update_time: 0.2021728158, other_time: 3.6145935059
epoch time: 17.1070289612s, input_fired_time: 0.2530066073, output_fired_time: 0.0000000000, propagate_forward_time: 15.9619703293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8920526505
validation[          , genome  6427] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       880.70959, best error:       706.30225 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 157.5699462891s, input_fired_time: 1.7730716467, output_fired_time: 1.5910311937, propagate_forward_time: 62.0439910889, propagate_backward_time: 87.4134826660, weight_update_time: 0.1916676015, other_time: 4.7483673096
epoch time: 11.4232120514s, input_fired_time: 0.2099349052, output_fired_time: 0.0000000000, propagate_forward_time: 10.6233272552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899496078
validation[          , genome  6427] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       882.13696, best error:       706.30225 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.2791595459s, input_fired_time: 1.6488586664, output_fired_time: 1.4925147295, propagate_forward_time: 53.8204460144, propagate_backward_time: 84.8572235107, weight_update_time: 0.1896649003, other_time: 3.4601135254
epoch time: 15.3347320557s, input_fired_time: 0.2747249901, output_fired_time: 0.0000000000, propagate_forward_time: 13.6799211502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3800859451
validation[          , genome  6427] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       821.65405, best error:       706.30225 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 147.1383666992s, input_fired_time: 1.6669646502, output_fired_time: 1.5334814787, propagate_forward_time: 55.2458648682, propagate_backward_time: 84.1868362427, weight_update_time: 0.1895544827, other_time: 4.5052261353
epoch time: 12.5277471542s, input_fired_time: 0.2126940787, output_fired_time: 0.0000000000, propagate_forward_time: 11.7008113861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142416000
validation[          , genome  6427] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       765.21149, best error:       706.30225 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.6596832275s, input_fired_time: 1.7897995710, output_fired_time: 1.6406911612, propagate_forward_time: 57.5179672241, propagate_backward_time: 85.1611099243, weight_update_time: 0.1976876855, other_time: 3.5501251221
epoch time: 12.3020677567s, input_fired_time: 0.2112314105, output_fired_time: 0.0000000000, propagate_forward_time: 11.4837093353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071271896
validation[          , genome  6427] predictions:    9713/  10000 (97.13%), best:    9776/10000 (97.76%), error:       936.93713, best error:       706.30225 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.0801239014s, input_fired_time: 1.6466541290, output_fired_time: 1.5124280453, propagate_forward_time: 56.3529968262, propagate_backward_time: 82.1028442383, weight_update_time: 0.1893898994, other_time: 3.4652099609
epoch time: 12.4868898392s, input_fired_time: 0.2130474597, output_fired_time: 0.0000000000, propagate_forward_time: 11.5985946655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752481461
validation[          , genome  6427] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       794.86432, best error:       706.30225 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 154.6856842041s, input_fired_time: 1.7157672644, output_fired_time: 1.6301180124, propagate_forward_time: 60.1610221863, propagate_backward_time: 87.5343170166, weight_update_time: 0.2276221067, other_time: 3.6444549561
epoch time: 13.8108978271s, input_fired_time: 0.2834949195, output_fired_time: 0.0000000000, propagate_forward_time: 12.8594245911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679782867
validation[          , genome  6427] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       798.28754, best error:       706.30225 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.2393188477s, input_fired_time: 1.6524143219, output_fired_time: 1.4988118410, propagate_forward_time: 53.6473121643, propagate_backward_time: 84.9817123413, weight_update_time: 0.1892604232, other_time: 3.4590682983
epoch time: 12.8039503098s, input_fired_time: 0.2469058186, output_fired_time: 0.0000000000, propagate_forward_time: 10.8186588287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7383852005
validation[          , genome  6427] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       873.75171, best error:       706.30225 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 153.3839416504s, input_fired_time: 2.7440233231, output_fired_time: 1.5501699448, propagate_forward_time: 59.3281631470, propagate_backward_time: 86.0929031372, weight_update_time: 0.2220388204, other_time: 3.6686859131
epoch time: 11.3097286224s, input_fired_time: 0.2178244591, output_fired_time: 0.0000000000, propagate_forward_time: 10.4624481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294555664
validation[          , genome  6427] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       805.96521, best error:       706.30225 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 147.7897644043s, input_fired_time: 1.6832271814, output_fired_time: 1.5164927244, propagate_forward_time: 54.1219139099, propagate_backward_time: 85.9974975586, weight_update_time: 0.1905670464, other_time: 4.4706268311
epoch time: 11.1141386032s, input_fired_time: 0.2068033367, output_fired_time: 0.0000000000, propagate_forward_time: 10.2992429733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080923080
validation[          , genome  6427] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       846.75073, best error:       706.30225 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.8594665527s, input_fired_time: 1.6941086054, output_fired_time: 1.5079671144, propagate_forward_time: 54.8774986267, propagate_backward_time: 85.3020019531, weight_update_time: 0.1905074716, other_time: 3.4778900146
epoch time: 10.9924612045s, input_fired_time: 0.2037676126, output_fired_time: 0.0000000000, propagate_forward_time: 10.1953487396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933446884
validation[          , genome  6427] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       831.56049, best error:       706.30225 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 149.2807617188s, input_fired_time: 1.6673717499, output_fired_time: 1.5665813684, propagate_forward_time: 56.8574905396, propagate_backward_time: 85.7296600342, weight_update_time: 0.1897861063, other_time: 3.4596633911
epoch time: 11.2012243271s, input_fired_time: 0.2052581161, output_fired_time: 0.0000000000, propagate_forward_time: 10.4027872086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931787491
validation[          , genome  6427] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       755.28162, best error:       706.30225 on epoch:    36, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 155.3872222900s, input_fired_time: 1.7888624668, output_fired_time: 1.6008548737, propagate_forward_time: 56.8004989624, propagate_backward_time: 91.4255599976, weight_update_time: 0.2065734118, other_time: 3.7714385986
epoch time: 12.6578836441s, input_fired_time: 0.2140282989, output_fired_time: 0.0000000000, propagate_forward_time: 11.8279676437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158876419
validation[          , genome  6427] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       756.41095, best error:       706.30225 on epoch:    36, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 154.5333709717s, input_fired_time: 1.8165413141, output_fired_time: 1.6126717329, propagate_forward_time: 60.3863372803, propagate_backward_time: 87.0611343384, weight_update_time: 0.1901248693, other_time: 3.6566848755
epoch time: 12.6544055939s, input_fired_time: 0.2138288617, output_fired_time: 0.0000000000, propagate_forward_time: 11.8193416595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212348938
validation[          , genome  6427] predictions:    9749/  10000 (97.49%), best:    9776/10000 (97.76%), error:       793.33203, best error:       706.30225 on epoch:    36, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.1264953613s, input_fired_time: 1.9117567539, output_fired_time: 1.6185824871, propagate_forward_time: 59.5901107788, propagate_backward_time: 89.2887954712, weight_update_time: 0.1983291209, other_time: 3.7172546387
epoch time: 11.3443880081s, input_fired_time: 0.2104548365, output_fired_time: 0.0000000000, propagate_forward_time: 10.5265302658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074028015
validation[          , genome  6427] predictions:    9762/  10000 (97.62%), best:    9776/10000 (97.76%), error:       783.61566, best error:       706.30225 on epoch:    36, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.8470611572s, input_fired_time: 1.7500165701, output_fired_time: 1.6238423586, propagate_forward_time: 59.9672431946, propagate_backward_time: 92.6760253906, weight_update_time: 0.2146212757, other_time: 3.8299407959
epoch time: 12.3428440094s, input_fired_time: 0.2121388912, output_fired_time: 0.0000000000, propagate_forward_time: 11.5183696747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123352051
validation[          , genome  6427] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       803.71222, best error:       706.30225 on epoch:    36, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 144.6498260498s, input_fired_time: 1.6579408646, output_fired_time: 1.5025385618, propagate_forward_time: 54.2496566772, propagate_backward_time: 83.7631454468, weight_update_time: 0.1896542162, other_time: 3.4765472412
epoch time: 12.4346914291s, input_fired_time: 0.2130220383, output_fired_time: 0.0000000000, propagate_forward_time: 11.6068344116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148347855
validation[          , genome  6427] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       786.74420, best error:       706.30225 on epoch:    36, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 144.4025115967s, input_fired_time: 1.6534316540, output_fired_time: 1.4900031090, propagate_forward_time: 55.1667823792, propagate_backward_time: 82.6505508423, weight_update_time: 0.1888571829, other_time: 3.4417495728
epoch time: 12.1466836929s, input_fired_time: 0.2267328948, output_fired_time: 0.0000000000, propagate_forward_time: 11.3058710098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140794754
validation[          , genome  6427] predictions:    9603/  10000 (96.03%), best:    9776/10000 (97.76%), error:      1309.71228, best error:       706.30225 on epoch:    36, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 144.3899383545s, input_fired_time: 1.6535965204, output_fired_time: 1.4864665270, propagate_forward_time: 54.4301757813, propagate_backward_time: 83.3644790649, weight_update_time: 0.1884108186, other_time: 3.4552230835
epoch time: 12.3153600693s, input_fired_time: 0.2085729241, output_fired_time: 0.0000000000, propagate_forward_time: 11.4954442978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113424301
validation[          , genome  6427] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       844.82465, best error:       706.30225 on epoch:    36, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.5876007080s, input_fired_time: 1.6639561653, output_fired_time: 1.4982783794, propagate_forward_time: 55.4923171997, propagate_backward_time: 82.4334487915, weight_update_time: 0.1904802322, other_time: 3.4996032715
epoch time: 10.9981689453s, input_fired_time: 0.2050537914, output_fired_time: 0.0000000000, propagate_forward_time: 10.1937351227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993804932
validation[          , genome  6427] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       767.31940, best error:       706.30225 on epoch:    36, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 145.5976409912s, input_fired_time: 1.6670866013, output_fired_time: 2.5029010773, propagate_forward_time: 55.3139839172, propagate_backward_time: 82.6208496094, weight_update_time: 0.1899264157, other_time: 3.4928283691
epoch time: 11.0314617157s, input_fired_time: 0.2051334381, output_fired_time: 0.0000000000, propagate_forward_time: 10.2267808914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995473862
validation[          , genome  6427] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       743.32501, best error:       706.30225 on epoch:    36, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 150.6428222656s, input_fired_time: 1.6859867573, output_fired_time: 1.5297673941, propagate_forward_time: 55.2971343994, propagate_backward_time: 88.5942611694, weight_update_time: 0.1900190562, other_time: 3.5356674194
epoch time: 11.0432691574s, input_fired_time: 0.2081178874, output_fired_time: 0.0000000000, propagate_forward_time: 10.2331981659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019535065
validation[          , genome  6427] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       794.56061, best error:       706.30225 on epoch:    36, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 145.8347625732s, input_fired_time: 1.6925933361, output_fired_time: 1.4881665707, propagate_forward_time: 55.4841537476, propagate_backward_time: 82.7073440552, weight_update_time: 0.1894048452, other_time: 4.4625091553
epoch time: 11.0828018188s, input_fired_time: 0.2084488124, output_fired_time: 0.0000000000, propagate_forward_time: 10.2754440308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989093781
validation[          , genome  6427] predictions:    9722/  10000 (97.22%), best:    9776/10000 (97.76%), error:       822.48370, best error:       706.30225 on epoch:    36, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 149.6902923584s, input_fired_time: 1.7018560171, output_fired_time: 2.5328652859, propagate_forward_time: 56.7865257263, propagate_backward_time: 85.1308593750, weight_update_time: 0.1886801720, other_time: 3.5381774902
epoch time: 11.0900335312s, input_fired_time: 0.2076092213, output_fired_time: 0.0000000000, propagate_forward_time: 10.2839670181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984573364
validation[          , genome  6427] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       749.63458, best error:       706.30225 on epoch:    36, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 148.2290039063s, input_fired_time: 1.6959946156, output_fired_time: 1.5151836872, propagate_forward_time: 55.3007583618, propagate_backward_time: 84.3176193237, weight_update_time: 0.1898633540, other_time: 5.3994445801
epoch time: 11.0555667877s, input_fired_time: 0.2058010548, output_fired_time: 0.0000000000, propagate_forward_time: 10.2586755753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910902023
validation[          , genome  6427] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       739.39911, best error:       706.30225 on epoch:    36, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 146.3238372803s, input_fired_time: 1.6648825407, output_fired_time: 1.4997540712, propagate_forward_time: 56.5792617798, propagate_backward_time: 83.0801544189, weight_update_time: 0.1903340667, other_time: 3.4997787476
epoch time: 11.0776319504s, input_fired_time: 0.2080143094, output_fired_time: 0.0000000000, propagate_forward_time: 10.2744693756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951480865
validation[          , genome  6427] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       827.27765, best error:       706.30225 on epoch:    36, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.3439483643s, input_fired_time: 1.6717361212, output_fired_time: 1.4982759953, propagate_forward_time: 55.2548561096, propagate_backward_time: 81.5503082275, weight_update_time: 0.1895246655, other_time: 4.3687744141
epoch time: 12.3650350571s, input_fired_time: 0.2099319696, output_fired_time: 0.0000000000, propagate_forward_time: 11.5535583496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015443802
validation[          , genome  6427] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       800.27368, best error:       706.30225 on epoch:    36, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.7642364502s, input_fired_time: 1.6721394062, output_fired_time: 1.5387728214, propagate_forward_time: 58.1348419189, propagate_backward_time: 84.8905868530, weight_update_time: 0.1895638853, other_time: 3.5279006958
epoch time: 11.1114873886s, input_fired_time: 0.2083632350, output_fired_time: 0.0000000000, propagate_forward_time: 10.3041133881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990104675
validation[          , genome  6427] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       721.56439, best error:       706.30225 on epoch:    36, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 156.3289184570s, input_fired_time: 1.8061228991, output_fired_time: 1.6687607765, propagate_forward_time: 60.6409225464, propagate_backward_time: 88.4645919800, weight_update_time: 0.2217481732, other_time: 3.7485198975
epoch time: 12.1709070206s, input_fired_time: 0.2114903927, output_fired_time: 0.0000000000, propagate_forward_time: 11.3533458710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060705185
validation[          , genome  6427] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       779.92047, best error:       706.30225 on epoch:    36, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 145.0949554443s, input_fired_time: 1.6646031141, output_fired_time: 1.4968379736, propagate_forward_time: 54.5267295837, propagate_backward_time: 83.9339599609, weight_update_time: 0.1905571967, other_time: 3.4728240967
epoch time: 11.2125329971s, input_fired_time: 0.2092125863, output_fired_time: 0.0000000000, propagate_forward_time: 10.4046163559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987043381
validation[          , genome  6427] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       791.98657, best error:       706.30225 on epoch:    36, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 144.9782104492s, input_fired_time: 1.6738395691, output_fired_time: 1.4949454069, propagate_forward_time: 54.4199523926, propagate_backward_time: 83.9103775024, weight_update_time: 0.1906336099, other_time: 3.4790878296
epoch time: 11.1192483902s, input_fired_time: 0.2084268779, output_fired_time: 0.0000000000, propagate_forward_time: 10.3001222610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106996536
validation[          , genome  6427] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       805.59741, best error:       706.30225 on epoch:    36, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 147.0128326416s, input_fired_time: 1.6764839888, output_fired_time: 1.5000529289, propagate_forward_time: 55.8314819336, propagate_backward_time: 83.4687728882, weight_update_time: 0.1912459135, other_time: 4.5360488892
epoch time: 10.9940853119s, input_fired_time: 0.2030408680, output_fired_time: 0.0000000000, propagate_forward_time: 10.2024412155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886030197
validation[          , genome  6427] predictions:    9726/  10000 (97.26%), best:    9776/10000 (97.76%), error:       890.69202, best error:       706.30225 on epoch:    36, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.1102600098s, input_fired_time: 1.6689258814, output_fired_time: 1.4969894886, propagate_forward_time: 54.4908561707, propagate_backward_time: 85.0064773560, weight_update_time: 0.1896589994, other_time: 3.4469985962
epoch time: 11.0270891190s, input_fired_time: 0.2054642886, output_fired_time: 0.0000000000, propagate_forward_time: 10.1982049942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234197617
validation[          , genome  6427] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       833.05835, best error:       706.30225 on epoch:    36, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 143.2522888184s, input_fired_time: 1.6610068083, output_fired_time: 1.4856538773, propagate_forward_time: 52.1535568237, propagate_backward_time: 84.5019607544, weight_update_time: 0.1890384108, other_time: 3.4501037598
epoch time: 12.4717655182s, input_fired_time: 0.2141611129, output_fired_time: 0.0000000000, propagate_forward_time: 11.6495666504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080379486
validation[          , genome  6427] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       747.34668, best error:       706.30225 on epoch:    36, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 145.3915100098s, input_fired_time: 1.6769409180, output_fired_time: 1.5056581497, propagate_forward_time: 53.7819366455, propagate_backward_time: 84.9530639648, weight_update_time: 0.1909873486, other_time: 3.4739074707
epoch time: 12.5335407257s, input_fired_time: 0.2144059986, output_fired_time: 0.0000000000, propagate_forward_time: 10.6974706650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6216640472
validation[          , genome  6427] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       732.29303, best error:       706.30225 on epoch:    36, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 146.5761413574s, input_fired_time: 1.6961632967, output_fired_time: 1.5371487141, propagate_forward_time: 54.1230773926, propagate_backward_time: 85.6665191650, weight_update_time: 0.1887622625, other_time: 3.5532226563
epoch time: 12.4985408783s, input_fired_time: 0.2143366188, output_fired_time: 0.0000000000, propagate_forward_time: 11.6593351364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248693466
validation[          , genome  6427] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       784.09100, best error:       706.30225 on epoch:    36, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.8544006348s, input_fired_time: 1.7188166380, output_fired_time: 1.5447939634, propagate_forward_time: 58.1214523315, propagate_backward_time: 84.8506240845, weight_update_time: 0.1896210164, other_time: 3.6187133789
epoch time: 15.8625068665s, input_fired_time: 0.2786940038, output_fired_time: 0.0000000000, propagate_forward_time: 14.7238121033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8600006104
validation[          , genome  6427] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       741.91541, best error:       706.30225 on epoch:    36, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 145.3480072021s, input_fired_time: 1.7376302481, output_fired_time: 1.4960937500, propagate_forward_time: 52.8614616394, propagate_backward_time: 85.8303146362, weight_update_time: 0.1894641370, other_time: 3.4225082397
epoch time: 12.4580144882s, input_fired_time: 0.2143566459, output_fired_time: 0.0000000000, propagate_forward_time: 11.6316518784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120061874
validation[          , genome  6427] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       799.29071, best error:       706.30225 on epoch:    36, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 143.4445190430s, input_fired_time: 1.6668316126, output_fired_time: 1.4823018312, propagate_forward_time: 54.0425872803, propagate_backward_time: 82.8115158081, weight_update_time: 0.1891454458, other_time: 3.4412918091
epoch time: 12.3085393906s, input_fired_time: 0.2129853964, output_fired_time: 0.0000000000, propagate_forward_time: 11.4809226990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146316528
validation[          , genome  6427] predictions:    9745/  10000 (97.45%), best:    9776/10000 (97.76%), error:       811.11053, best error:       706.30225 on epoch:    36, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.9728088379s, input_fired_time: 1.6658854485, output_fired_time: 2.3241925240, propagate_forward_time: 53.3535118103, propagate_backward_time: 84.1664199829, weight_update_time: 0.1897690147, other_time: 3.4628067017
epoch time: 12.4287786484s, input_fired_time: 0.2156330943, output_fired_time: 0.0000000000, propagate_forward_time: 11.5944595337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186857224
validation[          , genome  6427] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       693.85291, best error:       693.85291 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.8596191406s, input_fired_time: 1.7690315247, output_fired_time: 1.5641505718, propagate_forward_time: 57.0528182983, propagate_backward_time: 90.6790466309, weight_update_time: 0.2140171081, other_time: 4.7945785522
epoch time: 11.4212179184s, input_fired_time: 0.2116014063, output_fired_time: 0.0000000000, propagate_forward_time: 10.6076860428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019306183
validation[          , genome  6427] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       738.52026, best error:       693.85291 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 154.5233917236s, input_fired_time: 1.7336527109, output_fired_time: 1.5911639929, propagate_forward_time: 60.8823966980, propagate_backward_time: 85.6302947998, weight_update_time: 0.2071787715, other_time: 4.6858673096
epoch time: 12.2648782730s, input_fired_time: 0.2128797621, output_fired_time: 0.0000000000, propagate_forward_time: 11.4528245926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991735458
validation[          , genome  6427] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       731.21094, best error:       693.85291 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.6397247314s, input_fired_time: 2.7278013229, output_fired_time: 1.5774227381, propagate_forward_time: 55.8070907593, propagate_backward_time: 87.6687393188, weight_update_time: 0.1905885488, other_time: 3.8586730957
epoch time: 12.4681024551s, input_fired_time: 0.2155270875, output_fired_time: 0.0000000000, propagate_forward_time: 11.6341304779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184444427
validation[          , genome  6427] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       754.20190, best error:       693.85291 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 145.0309906006s, input_fired_time: 1.6615002155, output_fired_time: 1.4950358868, propagate_forward_time: 55.4845390320, propagate_backward_time: 82.9628829956, weight_update_time: 0.1892549545, other_time: 3.4270248413
epoch time: 12.4236249924s, input_fired_time: 0.2134100348, output_fired_time: 0.0000000000, propagate_forward_time: 11.6061210632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040935516
validation[          , genome  6427] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       778.18903, best error:       693.85291 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 145.4954376221s, input_fired_time: 1.6705319881, output_fired_time: 1.5597100258, propagate_forward_time: 54.4329643250, propagate_backward_time: 84.3384170532, weight_update_time: 0.1894720346, other_time: 3.4938125610
epoch time: 12.7386360168s, input_fired_time: 0.2162763029, output_fired_time: 0.0000000000, propagate_forward_time: 11.9052753448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170845032
validation[          , genome  6427] predictions:    9743/  10000 (97.43%), best:    9790/10000 (97.90%), error:       895.61023, best error:       693.85291 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 145.2212371826s, input_fired_time: 1.6710116863, output_fired_time: 1.5034253597, propagate_forward_time: 55.4663314819, propagate_backward_time: 83.1020812988, weight_update_time: 0.1898273081, other_time: 3.4784011841
epoch time: 12.6174097061s, input_fired_time: 0.2115335017, output_fired_time: 0.0000000000, propagate_forward_time: 11.8129997253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928764343
validation[          , genome  6427] predictions:    9762/  10000 (97.62%), best:    9790/10000 (97.90%), error:       791.17651, best error:       693.85291 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.4470977783s, input_fired_time: 1.7625807524, output_fired_time: 1.5471483469, propagate_forward_time: 55.4953460693, propagate_backward_time: 88.0659561157, weight_update_time: 0.1984538585, other_time: 3.5760726929
epoch time: 12.2658224106s, input_fired_time: 0.2129418254, output_fired_time: 0.0000000000, propagate_forward_time: 11.4362058640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166744232
validation[          , genome  6427] predictions:    9733/  10000 (97.33%), best:    9790/10000 (97.90%), error:       877.58655, best error:       693.85291 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 145.4318695068s, input_fired_time: 1.6692276001, output_fired_time: 1.5782566071, propagate_forward_time: 53.7716064453, propagate_backward_time: 84.9648361206, weight_update_time: 0.1890995502, other_time: 3.4479293823
epoch time: 12.4063482285s, input_fired_time: 0.2137628943, output_fired_time: 0.0000000000, propagate_forward_time: 11.5725708008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200141907
validation[          , genome  6427] predictions:    9743/  10000 (97.43%), best:    9790/10000 (97.90%), error:       775.55975, best error:       693.85291 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.7758026123s, input_fired_time: 1.6679902077, output_fired_time: 1.4850676060, propagate_forward_time: 55.1069030762, propagate_backward_time: 82.0756378174, weight_update_time: 0.1887368858, other_time: 3.4402160645
epoch time: 10.9371471405s, input_fired_time: 0.2065795213, output_fired_time: 0.0000000000, propagate_forward_time: 10.1380224228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925455093
validation[          , genome  6427] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       711.97064, best error:       693.85291 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.1406402588s, input_fired_time: 1.6753771305, output_fired_time: 2.3986256123, propagate_forward_time: 55.1154251099, propagate_backward_time: 82.4647521973, weight_update_time: 0.1988790035, other_time: 3.4864578247
epoch time: 11.2344655991s, input_fired_time: 0.2090694159, output_fired_time: 0.0000000000, propagate_forward_time: 10.4197006226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056957245
validation[          , genome  6427] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       802.75757, best error:       693.85291 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.2330322266s, input_fired_time: 2.7382044792, output_fired_time: 1.5407029390, propagate_forward_time: 61.1142501831, propagate_backward_time: 88.1001663208, weight_update_time: 0.1906580031, other_time: 3.7397003174
epoch time: 12.4379777908s, input_fired_time: 0.2163847238, output_fired_time: 0.0000000000, propagate_forward_time: 11.6132745743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083183289
validation[          , genome  6427] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       749.90027, best error:       693.85291 on epoch:    89, 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: 59.8711471558s, input_fired_time: 1.0553139448, output_fired_time: 0.0000000000, propagate_forward_time: 55.6709365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1448974609
best training[          , genome  6427] predictions:   49779/  50000 (99.56%), best:    9790/10000 (97.90%), error:      1042.67468, best error:       693.85291 on epoch:    89, 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: 11.7995033264s, input_fired_time: 0.2351028472, output_fired_time: 0.0000000000, propagate_forward_time: 10.9730138779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913867950
   testing[          , genome  6427] predictions:    9800/  10000 (98.00%), best:    9790/10000 (97.90%), error:       622.57806, best error:       693.85291 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:25:36 (7108): called boinc_finish(0)

</stderr_txt>
]]>