Nameexact_genome_1512568488_44_6895_0
Workunit2605783
Created7 Dec 2017, 22:35:18 UTC
Sent7 Dec 2017, 22:44:37 UTC
Report deadline15 Dec 2017, 10:03:18 UTC
Received9 Dec 2017, 7:42:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time4 hours 8 min 43 sec
CPU time4 hours 5 min 4 sec
Validate stateValid
Credit1,867.83
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.83 MB
Peak swap size159.58 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
    , genome  6895] predictions:    9652/  10000 (96.52%), best:    9710/10000 (97.10%), error:      1173.59900, best error:      1002.41479 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.5826568604s, input_fired_time: 1.8389986753, output_fired_time: 1.9671388865, propagate_forward_time: 48.9572296143, propagate_backward_time: 77.2741012573, weight_update_time: 0.1838395000, other_time: 3.5451889038
epoch time: 10.9687862396s, input_fired_time: 0.2290244102, output_fired_time: 0.0000000000, propagate_forward_time: 10.1129579544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268033981
validation[          , genome  6895] predictions:    9663/  10000 (96.63%), best:    9710/10000 (97.10%), error:      1059.30652, best error:      1002.41479 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.1557159424s, input_fired_time: 1.8545023203, output_fired_time: 1.9786547422, propagate_forward_time: 49.8861694336, propagate_backward_time: 77.9927368164, weight_update_time: 0.1841327250, other_time: 3.4436492920
epoch time: 10.7574863434s, input_fired_time: 0.2238754332, output_fired_time: 0.0000000000, propagate_forward_time: 9.9297723770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038389206
validation[          , genome  6895] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       960.70447, best error:       960.70447 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.1214294434s, input_fired_time: 1.8300554752, output_fired_time: 1.9573817253, propagate_forward_time: 48.8497009277, propagate_backward_time: 76.9617233276, weight_update_time: 0.1843961626, other_time: 3.5225601196
epoch time: 10.7153434753s, input_fired_time: 0.2222566605, output_fired_time: 0.0000000000, propagate_forward_time: 9.8875141144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055727005
validation[          , genome  6895] predictions:    9720/  10000 (97.20%), best:    9719/10000 (97.19%), error:       974.48895, best error:       960.70447 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 132.7076110840s, input_fired_time: 1.8253887892, output_fired_time: 1.9458396435, propagate_forward_time: 48.8148117065, propagate_backward_time: 76.6880187988, weight_update_time: 0.1798895299, other_time: 3.4335403442
epoch time: 10.0012025833s, input_fired_time: 0.2188922614, output_fired_time: 0.0000000000, propagate_forward_time: 9.1316080093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507024765
validation[          , genome  6895] predictions:    9635/  10000 (96.35%), best:    9719/10000 (97.19%), error:      1195.43335, best error:       960.70447 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 134.1016845703s, input_fired_time: 1.8481276035, output_fired_time: 1.9750182629, propagate_forward_time: 49.2233467102, propagate_backward_time: 77.5158004761, weight_update_time: 0.1826647222, other_time: 3.5393905640
epoch time: 10.2269363403s, input_fired_time: 0.2255037278, output_fired_time: 0.0000000000, propagate_forward_time: 9.3621883392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392440796
validation[          , genome  6895] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1061.18347, best error:       960.70447 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 134.9423980713s, input_fired_time: 1.8623123169, output_fired_time: 1.9804500341, propagate_forward_time: 49.6989822388, propagate_backward_time: 77.8716278076, weight_update_time: 0.1858132184, other_time: 3.5290145874
epoch time: 10.8088731766s, input_fired_time: 0.2243391871, output_fired_time: 0.0000000000, propagate_forward_time: 9.9722537994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122798920
validation[          , genome  6895] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       955.96802, best error:       955.96802 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 135.0193939209s, input_fired_time: 1.8553111553, output_fired_time: 1.9801411629, propagate_forward_time: 49.7040061951, propagate_backward_time: 77.9725418091, weight_update_time: 0.1872227788, other_time: 3.5073776245
epoch time: 10.4299764633s, input_fired_time: 0.2218924463, output_fired_time: 0.0000000000, propagate_forward_time: 9.5959196091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121644974
validation[          , genome  6895] predictions:    9637/  10000 (96.37%), best:    9710/10000 (97.10%), error:      1196.80164, best error:       955.96802 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 134.6792907715s, input_fired_time: 1.8540060520, output_fired_time: 1.9712553024, propagate_forward_time: 49.7007408142, propagate_backward_time: 77.6802444458, weight_update_time: 0.1837213039, other_time: 3.4730453491
epoch time: 10.9578285217s, input_fired_time: 0.2323906124, output_fired_time: 0.0000000000, propagate_forward_time: 10.1043138504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211242676
validation[          , genome  6895] predictions:    9653/  10000 (96.53%), best:    9710/10000 (97.10%), error:      1152.91406, best error:       955.96802 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 133.9106140137s, input_fired_time: 1.8399442434, output_fired_time: 1.9544371367, propagate_forward_time: 49.2335281372, propagate_backward_time: 77.4114990234, weight_update_time: 0.1824581325, other_time: 3.4711990356
epoch time: 10.2814130783s, input_fired_time: 0.2235599160, output_fired_time: 0.0000000000, propagate_forward_time: 9.4216356277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362171173
validation[          , genome  6895] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       917.51202, best error:       917.51202 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 134.5468902588s, input_fired_time: 1.8371614218, output_fired_time: 1.9691115618, propagate_forward_time: 49.6412162781, propagate_backward_time: 77.6906433105, weight_update_time: 0.1806576550, other_time: 3.4087524414
epoch time: 10.2775154114s, input_fired_time: 0.2190720439, output_fired_time: 0.0000000000, propagate_forward_time: 9.4499645233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084785461
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       914.81879, best error:       914.81879 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.0212707520s, input_fired_time: 1.8559595346, output_fired_time: 1.9858984947, propagate_forward_time: 49.7571754456, propagate_backward_time: 77.9082565308, weight_update_time: 0.1852043867, other_time: 3.5139846802
epoch time: 10.8345642090s, input_fired_time: 0.2234966010, output_fired_time: 0.0000000000, propagate_forward_time: 10.0078859329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031818390
validation[          , genome  6895] predictions:    9710/  10000 (97.10%), best:    9740/10000 (97.40%), error:       972.29132, best error:       914.81879 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.4400177002s, input_fired_time: 1.8611885309, output_fired_time: 1.9756590128, propagate_forward_time: 50.0497055054, propagate_backward_time: 78.1099777222, weight_update_time: 0.1815565974, other_time: 3.4434814453
epoch time: 10.7517251968s, input_fired_time: 0.2268725485, output_fired_time: 0.0000000000, propagate_forward_time: 9.9152317047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096210480
validation[          , genome  6895] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:      1003.37311, best error:       914.81879 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.3393707275s, input_fired_time: 1.8475399017, output_fired_time: 1.9681094885, propagate_forward_time: 49.6041488647, propagate_backward_time: 77.4882202148, weight_update_time: 0.1830838919, other_time: 3.4313583374
epoch time: 10.9297466278s, input_fired_time: 0.2301602662, output_fired_time: 0.0000000000, propagate_forward_time: 10.0857915878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137943268
validation[          , genome  6895] predictions:    9683/  10000 (96.83%), best:    9740/10000 (97.40%), error:      1078.16565, best error:       914.81879 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.0665435791s, input_fired_time: 1.8622002602, output_fired_time: 1.9861123562, propagate_forward_time: 50.3482055664, propagate_backward_time: 78.4482116699, weight_update_time: 0.1829571724, other_time: 3.4218139648
epoch time: 11.0181007385s, input_fired_time: 0.2286828756, output_fired_time: 0.0000000000, propagate_forward_time: 10.1640596390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253585815
validation[          , genome  6895] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       861.40088, best error:       861.40088 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.6914672852s, input_fired_time: 1.8479862213, output_fired_time: 1.9551781416, propagate_forward_time: 49.2581634521, propagate_backward_time: 77.1749649048, weight_update_time: 0.1828228384, other_time: 3.4551620483
epoch time: 11.0083150864s, input_fired_time: 0.2265458703, output_fired_time: 0.0000000000, propagate_forward_time: 10.1744537354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073150635
validation[          , genome  6895] predictions:    9654/  10000 (96.54%), best:    9739/10000 (97.39%), error:      1110.39465, best error:       861.40088 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 134.8084106445s, input_fired_time: 1.8541444540, output_fired_time: 1.9685399532, propagate_forward_time: 49.8226737976, propagate_backward_time: 77.7869186401, weight_update_time: 0.1808580607, other_time: 3.3761367798
epoch time: 11.3131980896s, input_fired_time: 0.2384303957, output_fired_time: 0.0000000000, propagate_forward_time: 10.4370260239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377420425
validation[          , genome  6895] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       897.11029, best error:       861.40088 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.1611633301s, input_fired_time: 1.8489153385, output_fired_time: 1.9772773981, propagate_forward_time: 49.8506164551, propagate_backward_time: 78.0562820435, weight_update_time: 0.1823885739, other_time: 3.4280624390
epoch time: 10.9724626541s, input_fired_time: 0.2305632681, output_fired_time: 0.0000000000, propagate_forward_time: 10.1269845963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149148941
validation[          , genome  6895] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       891.45667, best error:       861.40088 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 132.5392456055s, input_fired_time: 1.8382077217, output_fired_time: 1.9582738876, propagate_forward_time: 48.3706741333, propagate_backward_time: 76.8327865601, weight_update_time: 0.1832044274, other_time: 3.5393066406
epoch time: 10.8709983826s, input_fired_time: 0.2297973931, output_fired_time: 0.0000000000, propagate_forward_time: 10.0134868622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277141571
validation[          , genome  6895] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       905.14441, best error:       861.40088 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 133.0836334229s, input_fired_time: 1.8443027735, output_fired_time: 1.9665892124, propagate_forward_time: 48.7547836304, propagate_backward_time: 76.9515991211, weight_update_time: 0.1815359443, other_time: 3.5663681030
epoch time: 10.2883825302s, input_fired_time: 0.2232858837, output_fired_time: 0.0000000000, propagate_forward_time: 9.4510459900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140508652
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9739/10000 (97.39%), error:       908.37012, best error:       861.40088 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.9601135254s, input_fired_time: 1.8309091330, output_fired_time: 1.9467811584, propagate_forward_time: 49.0344161987, propagate_backward_time: 76.7159652710, weight_update_time: 0.1819556057, other_time: 3.4320526123
epoch time: 10.7909059525s, input_fired_time: 0.2266967744, output_fired_time: 0.0000000000, propagate_forward_time: 9.9502677917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139411926
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9739/10000 (97.39%), error:       886.93500, best error:       861.40088 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 134.2238922119s, input_fired_time: 1.8367861509, output_fired_time: 1.9674763680, propagate_forward_time: 49.5243530273, propagate_backward_time: 77.4829254150, weight_update_time: 0.1817814410, other_time: 3.4123382568
epoch time: 10.7558526993s, input_fired_time: 0.2288802266, output_fired_time: 0.0000000000, propagate_forward_time: 9.9125909805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143817902
validation[          , genome  6895] predictions:    9649/  10000 (96.49%), best:    9739/10000 (97.39%), error:      1120.88293, best error:       861.40088 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.3027343750s, input_fired_time: 1.8641495705, output_fired_time: 1.9789085388, propagate_forward_time: 50.0760002136, propagate_backward_time: 77.8921051025, weight_update_time: 0.1844345331, other_time: 3.4915618896
epoch time: 11.1892471313s, input_fired_time: 0.2353908122, output_fired_time: 0.0000000000, propagate_forward_time: 10.3356246948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182317734
validation[          , genome  6895] predictions:    9744/  10000 (97.44%), best:    9739/10000 (97.39%), error:       865.19562, best error:       861.40088 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.1890411377s, input_fired_time: 1.8580399752, output_fired_time: 1.9674490690, propagate_forward_time: 48.6913452148, propagate_backward_time: 77.0634689331, weight_update_time: 0.1844679564, other_time: 3.6087265015
epoch time: 10.9064264297s, input_fired_time: 0.2315844893, output_fired_time: 0.0000000000, propagate_forward_time: 10.0397109985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351308823
validation[          , genome  6895] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       964.02161, best error:       861.40088 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.6365509033s, input_fired_time: 1.8377391100, output_fired_time: 1.9621809721, propagate_forward_time: 48.4932594299, propagate_backward_time: 76.8242874146, weight_update_time: 0.1823334694, other_time: 3.5190963745
epoch time: 10.9614019394s, input_fired_time: 0.2303619981, output_fired_time: 0.0000000000, propagate_forward_time: 10.1080980301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229419708
validation[          , genome  6895] predictions:    9749/  10000 (97.49%), best:    9739/10000 (97.39%), error:       863.50073, best error:       861.40088 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 136.0059967041s, input_fired_time: 1.8634759188, output_fired_time: 1.9944212437, propagate_forward_time: 50.3209571838, propagate_backward_time: 78.3735733032, weight_update_time: 0.1868790388, other_time: 3.4535751343
epoch time: 10.4396686554s, input_fired_time: 0.2240107358, output_fired_time: 0.0000000000, propagate_forward_time: 9.5967845917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188735962
validation[          , genome  6895] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       959.06171, best error:       861.40088 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 134.0530853271s, input_fired_time: 1.8349112272, output_fired_time: 1.9604156017, propagate_forward_time: 49.4233589172, propagate_backward_time: 77.4556198120, weight_update_time: 0.1797689199, other_time: 3.3787765503
epoch time: 10.6225252151s, input_fired_time: 0.2326660603, output_fired_time: 0.0000000000, propagate_forward_time: 9.7079467773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6819124222
validation[          , genome  6895] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       857.73889, best error:       857.73889 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 135.5993194580s, input_fired_time: 1.8737726212, output_fired_time: 1.9807232618, propagate_forward_time: 50.0693283081, propagate_backward_time: 78.1447448730, weight_update_time: 0.1864399761, other_time: 3.5307388306
epoch time: 10.7650995255s, input_fired_time: 0.2258772254, output_fired_time: 0.0000000000, propagate_forward_time: 9.9301967621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090259552
validation[          , genome  6895] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       870.51233, best error:       857.73889 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 135.3829956055s, input_fired_time: 1.8638080359, output_fired_time: 1.9824867249, propagate_forward_time: 50.0426330566, propagate_backward_time: 78.0155715942, weight_update_time: 0.1861033440, other_time: 3.4784927368
epoch time: 10.8622207642s, input_fired_time: 0.2313131541, output_fired_time: 0.0000000000, propagate_forward_time: 10.0186166763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122913361
validation[          , genome  6895] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       961.29797, best error:       857.73889 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 134.2970428467s, input_fired_time: 1.8577679396, output_fired_time: 1.9754205942, propagate_forward_time: 49.4336662292, propagate_backward_time: 77.5371170044, weight_update_time: 0.1833248585, other_time: 3.4930648804
epoch time: 10.7417736053s, input_fired_time: 0.2273528576, output_fired_time: 0.0000000000, propagate_forward_time: 9.8994827271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149377823
validation[          , genome  6895] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       827.56885, best error:       827.56885 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.9617156982s, input_fired_time: 1.8421053886, output_fired_time: 1.9628696442, propagate_forward_time: 49.4202117920, propagate_backward_time: 77.2910690308, weight_update_time: 0.1818163544, other_time: 3.4454574585
epoch time: 10.8217039108s, input_fired_time: 0.2308137119, output_fired_time: 0.0000000000, propagate_forward_time: 9.9673814774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235084534
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       966.06818, best error:       827.56885 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 133.7220458984s, input_fired_time: 1.8569614887, output_fired_time: 1.9763725996, propagate_forward_time: 49.0812110901, propagate_backward_time: 77.3164749146, weight_update_time: 0.1822662801, other_time: 3.4910202026
epoch time: 10.5368394852s, input_fired_time: 0.2307275087, output_fired_time: 0.0000000000, propagate_forward_time: 9.6467943192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593179703
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       874.51166, best error:       827.56885 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 135.6102294922s, input_fired_time: 1.8656350374, output_fired_time: 1.9819620848, propagate_forward_time: 50.0891075134, propagate_backward_time: 78.2107238770, weight_update_time: 0.1857373118, other_time: 3.4627990723
epoch time: 10.9950647354s, input_fired_time: 0.2339121401, output_fired_time: 0.0000000000, propagate_forward_time: 10.1333465576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278057098
validation[          , genome  6895] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       828.39246, best error:       827.56885 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 135.1256866455s, input_fired_time: 1.8644833565, output_fired_time: 1.9757531881, propagate_forward_time: 49.9632911682, propagate_backward_time: 77.8875579834, weight_update_time: 0.1821863949, other_time: 3.4346008301
epoch time: 11.3577108383s, input_fired_time: 0.2430012673, output_fired_time: 0.0000000000, propagate_forward_time: 10.4751577377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395521164
validation[          , genome  6895] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       880.36749, best error:       827.56885 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.2519378662s, input_fired_time: 1.8408524990, output_fired_time: 1.9620617628, propagate_forward_time: 49.5005531311, propagate_backward_time: 77.5139389038, weight_update_time: 0.1799563915, other_time: 3.4345321655
epoch time: 10.7406568527s, input_fired_time: 0.2283673286, output_fired_time: 0.0000000000, propagate_forward_time: 9.8917598724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205291748
validation[          , genome  6895] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       874.01605, best error:       827.56885 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 133.7455291748s, input_fired_time: 1.8536244631, output_fired_time: 1.9588735104, propagate_forward_time: 49.4058456421, propagate_backward_time: 77.0957031250, weight_update_time: 0.1804478616, other_time: 3.4314804077
epoch time: 10.9064464569s, input_fired_time: 0.2327552885, output_fired_time: 0.0000000000, propagate_forward_time: 10.0623474121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113433838
validation[          , genome  6895] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       882.11157, best error:       827.56885 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.4787292480s, input_fired_time: 1.8544511795, output_fired_time: 1.9692257643, propagate_forward_time: 49.6278114319, propagate_backward_time: 77.6026840210, weight_update_time: 0.1826629043, other_time: 3.4245681763
epoch time: 10.7324552536s, input_fired_time: 0.2296028137, output_fired_time: 0.0000000000, propagate_forward_time: 9.8808240891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220283508
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       865.28143, best error:       827.56885 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.2002258301s, input_fired_time: 1.8710700274, output_fired_time: 1.9787657261, propagate_forward_time: 50.0323219299, propagate_backward_time: 77.8302764893, weight_update_time: 0.1858815849, other_time: 3.4878082275
epoch time: 10.6571197510s, input_fired_time: 0.2306543291, output_fired_time: 0.0000000000, propagate_forward_time: 9.7997550964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267099380
validation[          , genome  6895] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:       977.35608, best error:       827.56885 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.3303833008s, input_fired_time: 1.8678876162, output_fired_time: 1.9687849283, propagate_forward_time: 49.4954986572, propagate_backward_time: 77.4774932861, weight_update_time: 0.1841733605, other_time: 3.5207214355
epoch time: 11.0420150757s, input_fired_time: 0.2318023145, output_fired_time: 0.0000000000, propagate_forward_time: 10.1926326752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175804138
validation[          , genome  6895] predictions:    9757/  10000 (97.57%), best:    9756/10000 (97.56%), error:       860.82074, best error:       827.56885 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 133.3357238770s, input_fired_time: 1.8547180891, output_fired_time: 1.9676628113, propagate_forward_time: 48.8851356506, propagate_backward_time: 77.0748214722, weight_update_time: 0.1834484935, other_time: 3.5533828735
epoch time: 10.6185750961s, input_fired_time: 0.2275425196, output_fired_time: 0.0000000000, propagate_forward_time: 9.7732076645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178245544
validation[          , genome  6895] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       846.09052, best error:       827.56885 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 135.1781158447s, input_fired_time: 1.8602086306, output_fired_time: 1.9705235958, propagate_forward_time: 50.0526237488, propagate_backward_time: 77.8908157349, weight_update_time: 0.1836908013, other_time: 3.4039382935
epoch time: 10.6653862000s, input_fired_time: 0.2277037203, output_fired_time: 0.0000000000, propagate_forward_time: 9.8204450607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172370911
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       891.05396, best error:       827.56885 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.9458312988s, input_fired_time: 1.8619787693, output_fired_time: 1.9715428352, propagate_forward_time: 49.8226127625, propagate_backward_time: 77.8955612183, weight_update_time: 0.1826062948, other_time: 3.3941268921
epoch time: 10.4622955322s, input_fired_time: 0.2264994532, output_fired_time: 0.0000000000, propagate_forward_time: 9.5979585648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378374100
validation[          , genome  6895] predictions:    9707/  10000 (97.07%), best:    9756/10000 (97.56%), error:       996.48981, best error:       827.56885 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 135.5349273682s, input_fired_time: 1.8828970194, output_fired_time: 1.9783306122, propagate_forward_time: 50.0028305054, propagate_backward_time: 78.1944122314, weight_update_time: 0.1857306808, other_time: 3.4764480591
epoch time: 10.7709493637s, input_fired_time: 0.2276242226, output_fired_time: 0.0000000000, propagate_forward_time: 9.9343214035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090040207
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       854.99292, best error:       827.56885 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 136.4985656738s, input_fired_time: 1.8830488920, output_fired_time: 1.9919520617, propagate_forward_time: 50.5050888062, propagate_backward_time: 78.6165008545, weight_update_time: 0.1859727204, other_time: 3.5019760132
epoch time: 10.9532928467s, input_fired_time: 0.2327025384, output_fired_time: 0.0000000000, propagate_forward_time: 10.0827522278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378383636
validation[          , genome  6895] predictions:    9718/  10000 (97.18%), best:    9756/10000 (97.56%), error:       924.73578, best error:       827.56885 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 135.7596588135s, input_fired_time: 1.8725308180, output_fired_time: 1.9921911955, propagate_forward_time: 50.1892890930, propagate_backward_time: 78.2358169556, weight_update_time: 0.1829692125, other_time: 3.4698410034
epoch time: 11.0510444641s, input_fired_time: 0.2333578169, output_fired_time: 0.0000000000, propagate_forward_time: 10.1893711090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283159256
validation[          , genome  6895] predictions:    9677/  10000 (96.77%), best:    9756/10000 (97.56%), error:      1066.51868, best error:       827.56885 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 135.3266601563s, input_fired_time: 1.8819024563, output_fired_time: 1.9902535677, propagate_forward_time: 49.9687843323, propagate_backward_time: 77.9677658081, weight_update_time: 0.1866393685, other_time: 3.5179672241
epoch time: 10.9324693680s, input_fired_time: 0.2316434532, output_fired_time: 0.0000000000, propagate_forward_time: 10.0897426605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110830307
validation[          , genome  6895] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       818.16156, best error:       818.16156 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 135.2448883057s, input_fired_time: 1.8667149544, output_fired_time: 1.9767619371, propagate_forward_time: 50.0492935181, propagate_backward_time: 77.9008789063, weight_update_time: 0.1857533157, other_time: 3.4512405396
epoch time: 10.7182283401s, input_fired_time: 0.2295511067, output_fired_time: 0.0000000000, propagate_forward_time: 9.8698015213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188755035
validation[          , genome  6895] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:      1007.40131, best error:       818.16156 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.1102294922s, input_fired_time: 1.8570345640, output_fired_time: 1.9551655054, propagate_forward_time: 48.9948158264, propagate_backward_time: 76.8410263062, weight_update_time: 0.1818461567, other_time: 3.4621810913
epoch time: 10.9621496201s, input_fired_time: 0.2342737168, output_fired_time: 0.0000000000, propagate_forward_time: 10.1043567657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235189438
validation[          , genome  6895] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       794.57892, best error:       794.57892 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.5821533203s, input_fired_time: 1.8713923693, output_fired_time: 1.9700444937, propagate_forward_time: 49.6368751526, propagate_backward_time: 77.6006240845, weight_update_time: 0.1831932068, other_time: 3.5032119751
epoch time: 10.5647096634s, input_fired_time: 0.2308614701, output_fired_time: 0.0000000000, propagate_forward_time: 9.6979227066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359252930
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9752/10000 (97.52%), error:       818.43402, best error:       794.57892 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 135.4123382568s, input_fired_time: 1.8758295774, output_fired_time: 1.9774410725, propagate_forward_time: 50.0423164368, propagate_backward_time: 78.0742568970, weight_update_time: 0.1867277473, other_time: 3.4424972534
epoch time: 10.8866767883s, input_fired_time: 0.2318433821, output_fired_time: 0.0000000000, propagate_forward_time: 10.0359420776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188917160
validation[          , genome  6895] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       830.36151, best error:       794.57892 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.4902648926s, input_fired_time: 1.8440803289, output_fired_time: 1.9497091770, propagate_forward_time: 48.5729331970, propagate_backward_time: 76.6575546265, weight_update_time: 0.1813797206, other_time: 3.4659805298
epoch time: 11.0822734833s, input_fired_time: 0.2332502455, output_fired_time: 0.0000000000, propagate_forward_time: 10.2320909500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169319153
validation[          , genome  6895] predictions:    9688/  10000 (96.88%), best:    9752/10000 (97.52%), error:      1008.05835, best error:       794.57892 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.0941162109s, input_fired_time: 1.8561067581, output_fired_time: 1.9635096788, propagate_forward_time: 48.8167381287, propagate_backward_time: 76.9698715210, weight_update_time: 0.1819967777, other_time: 3.4878768921
epoch time: 10.8422641754s, input_fired_time: 0.2301826179, output_fired_time: 0.0000000000, propagate_forward_time: 10.0032825470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087989807
validation[          , genome  6895] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       875.11890, best error:       794.57892 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 135.0364685059s, input_fired_time: 1.8689209223, output_fired_time: 1.9812448025, propagate_forward_time: 49.8531265259, propagate_backward_time: 77.8997726440, weight_update_time: 0.1833097190, other_time: 3.4333953857
epoch time: 10.8520841599s, input_fired_time: 0.2329096198, output_fired_time: 0.0000000000, propagate_forward_time: 9.9970607758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221141815
validation[          , genome  6895] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       952.34888, best error:       794.57892 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 134.4478302002s, input_fired_time: 1.8759446144, output_fired_time: 1.9696948528, propagate_forward_time: 49.6252670288, propagate_backward_time: 77.5039749146, weight_update_time: 0.1837815642, other_time: 3.4729461670
epoch time: 11.1389064789s, input_fired_time: 0.2349525839, output_fired_time: 0.0000000000, propagate_forward_time: 10.2922697067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116838455
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       867.55811, best error:       794.57892 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 135.1648406982s, input_fired_time: 1.8779149055, output_fired_time: 1.9757373333, propagate_forward_time: 49.9038734436, propagate_backward_time: 77.9480590820, weight_update_time: 0.1826467067, other_time: 3.4592590332
epoch time: 10.3363685608s, input_fired_time: 0.2248926759, output_fired_time: 0.0000000000, propagate_forward_time: 9.5091133118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023626328
validation[          , genome  6895] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       825.66858, best error:       794.57892 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 134.8952484131s, input_fired_time: 1.8799433708, output_fired_time: 1.9705404043, propagate_forward_time: 49.8466567993, propagate_backward_time: 77.7805404663, weight_update_time: 0.1819507927, other_time: 3.4175720215
epoch time: 10.9510183334s, input_fired_time: 0.2373703420, output_fired_time: 0.0000000000, propagate_forward_time: 10.0838613510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297864914
validation[          , genome  6895] predictions:    9757/  10000 (97.57%), best:    9752/10000 (97.52%), error:       801.08337, best error:       794.57892 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 135.3466491699s, input_fired_time: 1.8771238327, output_fired_time: 1.9837830067, propagate_forward_time: 50.0281906128, propagate_backward_time: 78.0241088867, weight_update_time: 0.1836149693, other_time: 3.4334487915
epoch time: 11.0855569839s, input_fired_time: 0.2374229878, output_fired_time: 0.0000000000, propagate_forward_time: 10.2177400589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303939819
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9752/10000 (97.52%), error:       850.04865, best error:       794.57892 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 135.3420562744s, input_fired_time: 1.8953294754, output_fired_time: 1.9822015762, propagate_forward_time: 49.9575843811, propagate_backward_time: 78.0288696289, weight_update_time: 0.1821006536, other_time: 3.4780731201
epoch time: 10.5863170624s, input_fired_time: 0.2287231833, output_fired_time: 0.0000000000, propagate_forward_time: 9.7360887527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215047836
validation[          , genome  6895] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       994.93066, best error:       794.57892 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.0254364014s, input_fired_time: 1.8719146252, output_fired_time: 1.9545594454, propagate_forward_time: 48.8301467896, propagate_backward_time: 76.8402023315, weight_update_time: 0.1839275062, other_time: 3.5286102295
epoch time: 10.7473182678s, input_fired_time: 0.2323794812, output_fired_time: 0.0000000000, propagate_forward_time: 9.8827466965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321916580
validation[          , genome  6895] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       760.26886, best error:       760.26886 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.1176300049s, input_fired_time: 1.8755611181, output_fired_time: 1.9731119871, propagate_forward_time: 49.4219589233, propagate_backward_time: 77.3740081787, weight_update_time: 0.1824335754, other_time: 3.4729843140
epoch time: 10.6650705338s, input_fired_time: 0.2323272675, output_fired_time: 0.0000000000, propagate_forward_time: 9.8100519180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226911545
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       860.41669, best error:       760.26886 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 135.7809906006s, input_fired_time: 1.8855961561, output_fired_time: 1.9821124077, propagate_forward_time: 50.2031784058, propagate_backward_time: 78.2515563965, weight_update_time: 0.1835745126, other_time: 3.4585494995
epoch time: 10.8915557861s, input_fired_time: 0.2326847464, output_fired_time: 0.0000000000, propagate_forward_time: 10.0498304367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090402603
validation[          , genome  6895] predictions:    9779/  10000 (97.79%), best:    9770/10000 (97.70%), error:       774.57709, best error:       760.26886 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 134.4339752197s, input_fired_time: 1.8794938326, output_fired_time: 1.9633330107, propagate_forward_time: 49.5598907471, propagate_backward_time: 77.5358734131, weight_update_time: 0.1849937290, other_time: 3.4953765869
epoch time: 10.9989051819s, input_fired_time: 0.2339247018, output_fired_time: 0.0000000000, propagate_forward_time: 10.1342248917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307554245
validation[          , genome  6895] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       785.67383, best error:       760.26886 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 135.4017181396s, input_fired_time: 1.8780779839, output_fired_time: 1.9787276983, propagate_forward_time: 50.0349845886, propagate_backward_time: 78.0339889526, weight_update_time: 0.1841014326, other_time: 3.4759292603
epoch time: 10.7758893967s, input_fired_time: 0.2354859859, output_fired_time: 0.0000000000, propagate_forward_time: 9.9214487076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189546585
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       867.93256, best error:       760.26886 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.9803466797s, input_fired_time: 1.9063677788, output_fired_time: 1.9766428471, propagate_forward_time: 49.6099357605, propagate_backward_time: 77.9276199341, weight_update_time: 0.1848478913, other_time: 3.5597763062
epoch time: 10.5453929901s, input_fired_time: 0.2336836159, output_fired_time: 0.0000000000, propagate_forward_time: 9.6494665146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622428894
validation[          , genome  6895] predictions:    9772/  10000 (97.72%), best:    9770/10000 (97.70%), error:       788.57916, best error:       760.26886 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.3320617676s, input_fired_time: 1.8631343842, output_fired_time: 1.9583371878, propagate_forward_time: 49.5616226196, propagate_backward_time: 77.5204467773, weight_update_time: 0.1824579984, other_time: 3.4285202026
epoch time: 10.7868165970s, input_fired_time: 0.2364027202, output_fired_time: 0.0000000000, propagate_forward_time: 9.9140739441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363401413
validation[          , genome  6895] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       906.10431, best error:       760.26886 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 135.0946655273s, input_fired_time: 1.8900058270, output_fired_time: 1.9726442099, propagate_forward_time: 49.9886054993, propagate_backward_time: 77.7389297485, weight_update_time: 0.1846073419, other_time: 3.5044937134
epoch time: 10.7205247879s, input_fired_time: 0.2319942564, output_fired_time: 0.0000000000, propagate_forward_time: 9.8671064377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214237213
validation[          , genome  6895] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       878.80634, best error:       760.26886 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.4338989258s, input_fired_time: 1.8831467628, output_fired_time: 1.9775583744, propagate_forward_time: 49.3920364380, propagate_backward_time: 77.6396865845, weight_update_time: 0.1842612028, other_time: 3.5414733887
epoch time: 10.2484121323s, input_fired_time: 0.2266859859, output_fired_time: 0.0000000000, propagate_forward_time: 9.4132900238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084365845
validation[          , genome  6895] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       795.52533, best error:       760.26886 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 134.9132080078s, input_fired_time: 1.8844318390, output_fired_time: 1.9822924137, propagate_forward_time: 49.8871536255, propagate_backward_time: 77.6678619385, weight_update_time: 0.1852057576, other_time: 3.4914627075
epoch time: 10.9593849182s, input_fired_time: 0.2379719615, output_fired_time: 0.0000000000, propagate_forward_time: 10.0888090134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326036453
validation[          , genome  6895] predictions:    9672/  10000 (96.72%), best:    9770/10000 (97.70%), error:      1088.36548, best error:       760.26886 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.1421813965s, input_fired_time: 1.8676892519, output_fired_time: 1.9692300558, propagate_forward_time: 49.8683013916, propagate_backward_time: 78.0405731201, weight_update_time: 0.1837730706, other_time: 3.3963928223
epoch time: 10.9977264404s, input_fired_time: 0.2365445942, output_fired_time: 0.0000000000, propagate_forward_time: 10.1517009735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094808578
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       866.07788, best error:       760.26886 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.3939208984s, input_fired_time: 1.8660554886, output_fired_time: 1.9664589167, propagate_forward_time: 49.0238647461, propagate_backward_time: 77.0688934326, weight_update_time: 0.1827130020, other_time: 3.4686431885
epoch time: 10.7100267410s, input_fired_time: 0.2327521741, output_fired_time: 0.0000000000, propagate_forward_time: 9.8506402969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266345978
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       825.39337, best error:       760.26886 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 135.9569244385s, input_fired_time: 1.8893623352, output_fired_time: 1.9791692495, propagate_forward_time: 50.3385314941, propagate_backward_time: 78.2813110352, weight_update_time: 0.1847290397, other_time: 3.4685516357
epoch time: 10.8877143860s, input_fired_time: 0.2319696993, output_fired_time: 0.0000000000, propagate_forward_time: 10.0284156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6273288727
validation[          , genome  6895] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       800.16803, best error:       760.26886 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 136.1587677002s, input_fired_time: 1.8854869604, output_fired_time: 1.9846405983, propagate_forward_time: 50.4419860840, propagate_backward_time: 78.3560562134, weight_update_time: 0.1873401254, other_time: 3.4906082153
epoch time: 11.0550231934s, input_fired_time: 0.2438604236, output_fired_time: 0.0000000000, propagate_forward_time: 10.1827230453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284399033
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       854.76050, best error:       760.26886 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.6171417236s, input_fired_time: 1.8824250698, output_fired_time: 1.9692027569, propagate_forward_time: 49.5625114441, propagate_backward_time: 77.7388916016, weight_update_time: 0.1840408295, other_time: 3.4640960693
epoch time: 11.0946483612s, input_fired_time: 0.2443988025, output_fired_time: 0.0000000000, propagate_forward_time: 10.2113275528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389217377
validation[          , genome  6895] predictions:    9654/  10000 (96.54%), best:    9770/10000 (97.70%), error:      1110.16382, best error:       760.26886 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.1174468994s, input_fired_time: 1.8773307800, output_fired_time: 1.9571416378, propagate_forward_time: 48.8786087036, propagate_backward_time: 76.8804244995, weight_update_time: 0.1817550957, other_time: 3.5239410400
epoch time: 11.1484527588s, input_fired_time: 0.2438376248, output_fired_time: 0.0000000000, propagate_forward_time: 10.2625408173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420745850
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       872.46106, best error:       760.26886 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 131.5590667725s, input_fired_time: 1.8596947193, output_fired_time: 1.9583933353, propagate_forward_time: 47.8405189514, propagate_backward_time: 76.3038177490, weight_update_time: 0.1837532222, other_time: 3.5966339111
epoch time: 10.8458223343s, input_fired_time: 0.2325928509, output_fired_time: 0.0000000000, propagate_forward_time: 9.9938230515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194067001
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       854.64417, best error:       760.26886 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.6233978271s, input_fired_time: 1.9012037516, output_fired_time: 1.9812337160, propagate_forward_time: 49.4847145081, propagate_backward_time: 77.7118911743, weight_update_time: 0.1832994819, other_time: 3.5443649292
epoch time: 10.9757614136s, input_fired_time: 0.2345575988, output_fired_time: 0.0000000000, propagate_forward_time: 10.1262989044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149053574
validation[          , genome  6895] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       822.35815, best error:       760.26886 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.6229858398s, input_fired_time: 1.8869340420, output_fired_time: 1.9827365875, propagate_forward_time: 50.2238883972, propagate_backward_time: 78.1031723022, weight_update_time: 0.1836409718, other_time: 3.4262466431
epoch time: 10.9218292236s, input_fired_time: 0.2430204749, output_fired_time: 0.0000000000, propagate_forward_time: 10.0079345703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6708745956
validation[          , genome  6895] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       924.91803, best error:       760.26886 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 136.2916870117s, input_fired_time: 1.8982379436, output_fired_time: 1.9850426912, propagate_forward_time: 50.5355072021, propagate_backward_time: 78.4182052612, weight_update_time: 0.1835828573, other_time: 3.4546890259
epoch time: 10.7046079636s, input_fired_time: 0.2356479466, output_fired_time: 0.0000000000, propagate_forward_time: 9.8341703415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347894669
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       840.06122, best error:       760.26886 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 134.8383026123s, input_fired_time: 1.8810915947, output_fired_time: 1.9763424397, propagate_forward_time: 49.7728767395, propagate_backward_time: 77.7735061646, weight_update_time: 0.1825679094, other_time: 3.4344863892
epoch time: 10.5539140701s, input_fired_time: 0.2327905893, output_fired_time: 0.0000000000, propagate_forward_time: 9.7128829956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082401276
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       758.96948, best error:       758.96948 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 134.0890350342s, input_fired_time: 1.8826290369, output_fired_time: 1.9507330656, propagate_forward_time: 49.5235137939, propagate_backward_time: 77.2720565796, weight_update_time: 0.1829044074, other_time: 3.4601058960
epoch time: 10.5066995621s, input_fired_time: 0.2312542945, output_fired_time: 0.0000000000, propagate_forward_time: 9.6644229889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110219955
validation[          , genome  6895] predictions:    9701/  10000 (97.01%), best:    9762/10000 (97.62%), error:       961.40015, best error:       758.96948 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 134.0693969727s, input_fired_time: 1.8824741840, output_fired_time: 1.9616754055, propagate_forward_time: 49.5195045471, propagate_backward_time: 77.2431259155, weight_update_time: 0.1831803620, other_time: 3.4626235962
epoch time: 11.0797843933s, input_fired_time: 0.2426928878, output_fired_time: 0.0000000000, propagate_forward_time: 10.1941156387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429758072
validation[          , genome  6895] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       916.02429, best error:       758.96948 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.6882171631s, input_fired_time: 1.8784655333, output_fired_time: 1.9671480656, propagate_forward_time: 49.6686744690, propagate_backward_time: 77.7216186523, weight_update_time: 0.1809741110, other_time: 3.4523162842
epoch time: 10.5038480759s, input_fired_time: 0.2331703752, output_fired_time: 0.0000000000, propagate_forward_time: 9.6211290359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495485306
validation[          , genome  6895] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       851.33148, best error:       758.96948 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.2856292725s, input_fired_time: 1.8813512325, output_fired_time: 1.9674311876, propagate_forward_time: 49.5482521057, propagate_backward_time: 77.4270553589, weight_update_time: 0.1843590438, other_time: 3.4615402222
epoch time: 11.4422397614s, input_fired_time: 0.2469954938, output_fired_time: 0.0000000000, propagate_forward_time: 10.5606622696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345815659
validation[          , genome  6895] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       840.53796, best error:       758.96948 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 135.0561370850s, input_fired_time: 1.8908379078, output_fired_time: 1.9824256897, propagate_forward_time: 49.8812065125, propagate_backward_time: 77.8261871338, weight_update_time: 0.1842466146, other_time: 3.4754791260
epoch time: 11.0150976181s, input_fired_time: 0.2364397794, output_fired_time: 0.0000000000, propagate_forward_time: 10.1643209457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143369675
validation[          , genome  6895] predictions:    9769/  10000 (97.69%), best:    9762/10000 (97.62%), error:       760.69806, best error:       758.96948 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 135.8833160400s, input_fired_time: 1.8977328539, output_fired_time: 1.9876148701, propagate_forward_time: 50.3050537109, propagate_backward_time: 78.2348022461, weight_update_time: 0.1841864437, other_time: 3.4581146240
epoch time: 10.2860383987s, input_fired_time: 0.2295380384, output_fired_time: 0.0000000000, propagate_forward_time: 9.4229698181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335306168
validation[          , genome  6895] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       812.40057, best error:       758.96948 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.5651092529s, input_fired_time: 1.9132146835, output_fired_time: 1.9919018745, propagate_forward_time: 50.4684638977, propagate_backward_time: 78.7285156250, weight_update_time: 0.1828098595, other_time: 3.4630279541
epoch time: 10.9215164185s, input_fired_time: 0.2375979871, output_fired_time: 0.0000000000, propagate_forward_time: 10.0532665253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306514740
validation[          , genome  6895] predictions:    9675/  10000 (96.75%), best:    9762/10000 (97.62%), error:      1112.46997, best error:       758.96948 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 134.3865814209s, input_fired_time: 1.8778034449, output_fired_time: 1.9678486586, propagate_forward_time: 49.4591903687, propagate_backward_time: 77.6175842285, weight_update_time: 0.1821363568, other_time: 3.4641494751
epoch time: 11.0170097351s, input_fired_time: 0.2395377606, output_fired_time: 0.0000000000, propagate_forward_time: 10.1606340408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168375015
validation[          , genome  6895] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       828.76245, best error:       758.96948 on epoch:    92, 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: 54.5220298767s, input_fired_time: 1.1894017458, output_fired_time: 0.0000000000, propagate_forward_time: 50.0779304504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2546958923
best training[          , genome  6895] predictions:   49493/  50000 (98.99%), best:    9762/10000 (97.62%), error:      1830.89929, best error:       758.96948 on epoch:    92, 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: 10.5521497726s, input_fired_time: 0.2288480550, output_fired_time: 0.0000000000, propagate_forward_time: 9.7057418823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175594330
   testing[          , genome  6895] predictions:    9781/  10000 (97.81%), best:    9762/10000 (97.62%), error:       743.78455, best error:       758.96948 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:41:50 (5096): called boinc_finish(0)

</stderr_txt>
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