Nameexact_genome_1512568488_44_6993_1
Workunit2606281
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline15 Dec 2017, 14:51:01 UTC
Received8 Dec 2017, 7:46:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time4 hours 24 min 29 sec
CPU time3 hours 45 min 42 sec
Validate stateValid
Credit1,912.03
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.14 MB
Peak swap size158.96 MB
Peak disk usage1.90 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
4710541
validation[          , genome  6993] predictions:    9679/  10000 (96.79%), best:    9713/10000 (97.13%), error:      1091.85205, best error:       961.91937 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 174.9273071289s, input_fired_time: 3.0723855495, output_fired_time: 2.2676980495, propagate_forward_time: 65.9034957886, propagate_backward_time: 99.7316741943, weight_update_time: 0.1622516066, other_time: 3.9520492554
epoch time: 14.5248060226s, input_fired_time: 0.2258407921, output_fired_time: 0.0000000000, propagate_forward_time: 13.1579828262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1409826279
validation[          , genome  6993] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       882.24744, best error:       882.24744 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.6263122559s, input_fired_time: 2.8142664433, output_fired_time: 1.7448294163, propagate_forward_time: 67.8032455444, propagate_backward_time: 96.5663528442, weight_update_time: 0.1615109444, other_time: 4.6976165771
epoch time: 14.0705862045s, input_fired_time: 0.2213564068, output_fired_time: 0.0000000000, propagate_forward_time: 13.2206268311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286029816
validation[          , genome  6993] predictions:    9637/  10000 (96.37%), best:    9739/10000 (97.39%), error:      1163.12292, best error:       882.24744 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 174.1578063965s, input_fired_time: 2.3202083111, output_fired_time: 2.0068421364, propagate_forward_time: 65.5207443237, propagate_backward_time: 100.1199722290, weight_update_time: 0.1611247957, other_time: 4.1900482178
epoch time: 14.4220056534s, input_fired_time: 0.2236420512, output_fired_time: 0.0000000000, propagate_forward_time: 13.5608472824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375160217
validation[          , genome  6993] predictions:    9743/  10000 (97.43%), best:    9739/10000 (97.39%), error:       900.64758, best error:       882.24744 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 174.3441314697s, input_fired_time: 2.0805294514, output_fired_time: 2.5118527412, propagate_forward_time: 66.0504989624, propagate_backward_time: 98.9949722290, weight_update_time: 0.1616697609, other_time: 4.7062683105
epoch time: 14.0888729095s, input_fired_time: 0.2224195004, output_fired_time: 0.0000000000, propagate_forward_time: 12.9769554138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894977570
validation[          , genome  6993] predictions:    9718/  10000 (97.18%), best:    9739/10000 (97.39%), error:       986.04834, best error:       882.24744 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 174.7299346924s, input_fired_time: 2.5802206993, output_fired_time: 2.2645695210, propagate_forward_time: 65.6014251709, propagate_backward_time: 99.8335952759, weight_update_time: 0.1611955017, other_time: 4.4501266479
epoch time: 14.0307645798s, input_fired_time: 0.2213533223, output_fired_time: 0.0000000000, propagate_forward_time: 12.6830844879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1263265610
validation[          , genome  6993] predictions:    9705/  10000 (97.05%), best:    9739/10000 (97.39%), error:       957.16309, best error:       882.24744 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.0434417725s, input_fired_time: 2.8416268826, output_fired_time: 2.0251824856, propagate_forward_time: 65.2835617065, propagate_backward_time: 100.4194412231, weight_update_time: 0.1631672829, other_time: 4.4736328125
epoch time: 14.1847696304s, input_fired_time: 0.2249859273, output_fired_time: 0.0000000000, propagate_forward_time: 13.0717983246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8879852295
validation[          , genome  6993] predictions:    9728/  10000 (97.28%), best:    9739/10000 (97.39%), error:       905.37250, best error:       882.24744 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 175.3752136230s, input_fired_time: 2.0959856510, output_fired_time: 2.7748775482, propagate_forward_time: 66.5689620972, propagate_backward_time: 99.2303848267, weight_update_time: 0.1629291773, other_time: 4.7050018311
epoch time: 14.3892135620s, input_fired_time: 0.2203166932, output_fired_time: 0.0000000000, propagate_forward_time: 13.5298786163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390180588
validation[          , genome  6993] predictions:    9707/  10000 (97.07%), best:    9739/10000 (97.39%), error:       962.63989, best error:       882.24744 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 175.9375762939s, input_fired_time: 2.8482253551, output_fired_time: 2.5200474262, propagate_forward_time: 65.2678070068, propagate_backward_time: 101.3266983032, weight_update_time: 0.4150029719, other_time: 3.9748001099
epoch time: 14.2765264511s, input_fired_time: 0.2230561376, output_fired_time: 0.0000000000, propagate_forward_time: 13.4230823517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303882599
validation[          , genome  6993] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       853.47137, best error:       853.47137 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 174.3874816895s, input_fired_time: 2.5815021992, output_fired_time: 2.2618908882, propagate_forward_time: 65.6507720947, propagate_backward_time: 99.9344940186, weight_update_time: 0.1653464437, other_time: 3.9588317871
epoch time: 14.0602178574s, input_fired_time: 0.4754045904, output_fired_time: 0.0000000000, propagate_forward_time: 12.6960687637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8887443542
validation[          , genome  6993] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       921.93475, best error:       853.47137 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 174.9088439941s, input_fired_time: 2.3388948441, output_fired_time: 3.0329005718, propagate_forward_time: 65.7578277588, propagate_backward_time: 99.0805969238, weight_update_time: 0.1647375226, other_time: 4.6986236572
epoch time: 14.2711181641s, input_fired_time: 0.2257567346, output_fired_time: 0.0000000000, propagate_forward_time: 13.4029130936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424484253
validation[          , genome  6993] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       887.73224, best error:       853.47137 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 183.3429718018s, input_fired_time: 2.6403846741, output_fired_time: 2.8451676369, propagate_forward_time: 69.0390625000, propagate_backward_time: 103.2697982788, weight_update_time: 0.4177189767, other_time: 5.5485610962
epoch time: 15.2115755081s, input_fired_time: 0.4889202714, output_fired_time: 0.0000000000, propagate_forward_time: 13.5605144501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1621408463
validation[          , genome  6993] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       881.59589, best error:       853.47137 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 185.1174926758s, input_fired_time: 2.6639065742, output_fired_time: 2.1072125435, propagate_forward_time: 69.0820083618, propagate_backward_time: 106.4089279175, weight_update_time: 0.1687999964, other_time: 4.8554382324
epoch time: 15.1945199966s, input_fired_time: 0.2368754745, output_fired_time: 0.0000000000, propagate_forward_time: 14.0449457169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9126987457
validation[          , genome  6993] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       900.88464, best error:       853.47137 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 186.7868804932s, input_fired_time: 2.6557066441, output_fired_time: 2.1541166306, propagate_forward_time: 72.4506683350, propagate_backward_time: 105.1856613159, weight_update_time: 0.1706447452, other_time: 4.3407363892
epoch time: 15.8523540497s, input_fired_time: 0.2346875817, output_fired_time: 0.0000000000, propagate_forward_time: 14.3797512054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2379150391
validation[          , genome  6993] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       982.20911, best error:       853.47137 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 196.8586425781s, input_fired_time: 3.0595631599, output_fired_time: 2.4985568523, propagate_forward_time: 75.6767425537, propagate_backward_time: 110.9777297974, weight_update_time: 0.4720922112, other_time: 4.6460494995
epoch time: 15.7662363052s, input_fired_time: 0.2426616549, output_fired_time: 0.0000000000, propagate_forward_time: 14.5671367645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9564380646
validation[          , genome  6993] predictions:    9748/  10000 (97.48%), best:    9745/10000 (97.45%), error:       856.33081, best error:       853.47137 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 190.6169281006s, input_fired_time: 2.4982578754, output_fired_time: 2.6922688484, propagate_forward_time: 69.7628250122, propagate_backward_time: 110.9718170166, weight_update_time: 0.1725847125, other_time: 4.6917495728
epoch time: 16.1425094604s, input_fired_time: 0.2377189845, output_fired_time: 0.0000000000, propagate_forward_time: 15.2094030380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953878403
validation[          , genome  6993] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       974.85614, best error:       853.47137 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 190.0103149414s, input_fired_time: 2.5336339474, output_fired_time: 2.7284312248, propagate_forward_time: 70.6289749146, propagate_backward_time: 108.7887649536, weight_update_time: 0.6744525433, other_time: 5.3305206299
epoch time: 15.9825162888s, input_fired_time: 0.2767834961, output_fired_time: 0.0000000000, propagate_forward_time: 14.2208976746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4848346710
validation[          , genome  6993] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       930.07422, best error:       853.47137 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 191.0053253174s, input_fired_time: 2.2938172817, output_fired_time: 2.4581000805, propagate_forward_time: 73.9795913696, propagate_backward_time: 107.3136749268, weight_update_time: 0.1726912409, other_time: 4.9601364136
epoch time: 15.4627094269s, input_fired_time: 0.2878100574, output_fired_time: 0.0000000000, propagate_forward_time: 14.5095386505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653604507
validation[          , genome  6993] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       847.09229, best error:       847.09229 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.3648681641s, input_fired_time: 1.8742601871, output_fired_time: 1.9592956305, propagate_forward_time: 50.2967567444, propagate_backward_time: 77.7967147827, weight_update_time: 0.1681528986, other_time: 3.4378433228
epoch time: 9.4650373459s, input_fired_time: 0.2110406607, output_fired_time: 0.0000000000, propagate_forward_time: 8.6531391144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008577347
validation[          , genome  6993] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:       962.33624, best error:       847.09229 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 119.7999877930s, input_fired_time: 1.7721109390, output_fired_time: 1.6799379587, propagate_forward_time: 44.5533676147, propagate_backward_time: 68.3735961914, weight_update_time: 0.1510005742, other_time: 3.4209747314
epoch time: 9.6754531860s, input_fired_time: 0.2012386471, output_fired_time: 0.0000000000, propagate_forward_time: 8.8791637421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950508118
validation[          , genome  6993] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       884.65741, best error:       847.09229 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.8338775635s, input_fired_time: 1.7761915922, output_fired_time: 1.6531095505, propagate_forward_time: 44.7800140381, propagate_backward_time: 68.3131484985, weight_update_time: 0.1497616023, other_time: 3.3114166260
epoch time: 9.7873363495s, input_fired_time: 0.2101383060, output_fired_time: 0.0000000000, propagate_forward_time: 8.9661474228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110506058
validation[          , genome  6993] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       892.35309, best error:       847.09229 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.8186416626s, input_fired_time: 1.7665604353, output_fired_time: 1.6612476110, propagate_forward_time: 44.6470947266, propagate_backward_time: 68.4147872925, weight_update_time: 0.1492460817, other_time: 3.3289489746
epoch time: 9.6445903778s, input_fired_time: 0.2111645788, output_fired_time: 0.0000000000, propagate_forward_time: 8.8023004532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311254501
validation[          , genome  6993] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:      1002.81921, best error:       847.09229 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.7330856323s, input_fired_time: 1.7854881287, output_fired_time: 1.6538010836, propagate_forward_time: 44.6198616028, propagate_backward_time: 68.3735427856, weight_update_time: 0.1505365819, other_time: 3.3003921509
epoch time: 9.5650587082s, input_fired_time: 0.2131849527, output_fired_time: 0.0000000000, propagate_forward_time: 8.7383460999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135272980
validation[          , genome  6993] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       872.43823, best error:       847.09229 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.8163375854s, input_fired_time: 1.7671737671, output_fired_time: 1.7097544670, propagate_forward_time: 44.8658256531, propagate_backward_time: 69.1729125977, weight_update_time: 0.1519418508, other_time: 3.3006744385
epoch time: 9.7185640335s, input_fired_time: 0.2115892023, output_fired_time: 0.0000000000, propagate_forward_time: 8.9111080170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958671570
validation[          , genome  6993] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       930.80640, best error:       847.09229 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.1272354126s, input_fired_time: 1.7790151834, output_fired_time: 1.6109797955, propagate_forward_time: 44.6714477539, propagate_backward_time: 68.7712097168, weight_update_time: 0.1483016908, other_time: 3.2945861816
epoch time: 9.7428159714s, input_fired_time: 0.2081818879, output_fired_time: 0.0000000000, propagate_forward_time: 8.9436206818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910129547
validation[          , genome  6993] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       891.46332, best error:       847.09229 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.8714904785s, input_fired_time: 1.7596071959, output_fired_time: 1.6483983994, propagate_forward_time: 44.0994911194, propagate_backward_time: 68.0846786499, weight_update_time: 0.1506830156, other_time: 3.2793197632
epoch time: 9.4911003113s, input_fired_time: 0.2074013650, output_fired_time: 0.0000000000, propagate_forward_time: 8.6894435883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942554474
validation[          , genome  6993] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       815.71509, best error:       815.71509 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.2173690796s, input_fired_time: 1.7746734619, output_fired_time: 1.7219605446, propagate_forward_time: 44.7576637268, propagate_backward_time: 68.6562957764, weight_update_time: 0.1518400013, other_time: 3.3067779541
epoch time: 9.8039407730s, input_fired_time: 0.2086018324, output_fired_time: 0.0000000000, propagate_forward_time: 8.9876270294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077117920
validation[          , genome  6993] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       765.41040, best error:       765.41040 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.2135848999s, input_fired_time: 1.8286508322, output_fired_time: 1.6484633684, propagate_forward_time: 44.1447334290, propagate_backward_time: 68.2855453491, weight_update_time: 0.1521602273, other_time: 3.3061904907
epoch time: 9.6150026321s, input_fired_time: 0.2070755959, output_fired_time: 0.0000000000, propagate_forward_time: 8.7849035263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230230331
validation[          , genome  6993] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       844.16534, best error:       765.41040 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 119.2149353027s, input_fired_time: 1.7676486969, output_fired_time: 1.6146804094, propagate_forward_time: 44.2011795044, propagate_backward_time: 68.2715301514, weight_update_time: 0.1499717236, other_time: 3.3599014282
epoch time: 9.7428684235s, input_fired_time: 0.2113678902, output_fired_time: 0.0000000000, propagate_forward_time: 8.9336252213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978755951
validation[          , genome  6993] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       914.32141, best error:       765.41040 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.9977340698s, input_fired_time: 1.7919405699, output_fired_time: 1.6462715864, propagate_forward_time: 44.4579925537, propagate_backward_time: 68.8683929443, weight_update_time: 0.1481992453, other_time: 3.2331390381
epoch time: 10.2801179886s, input_fired_time: 0.2130432278, output_fired_time: 0.0000000000, propagate_forward_time: 9.4478750229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191997528
validation[          , genome  6993] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       856.88495, best error:       765.41040 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.3386001587s, input_fired_time: 1.7829903364, output_fired_time: 1.6636375189, propagate_forward_time: 44.3579864502, propagate_backward_time: 68.2276763916, weight_update_time: 0.1515285969, other_time: 3.3063125610
epoch time: 9.6718406677s, input_fired_time: 0.2084230930, output_fired_time: 0.0000000000, propagate_forward_time: 8.8720579147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913600922
validation[          , genome  6993] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       841.53088, best error:       765.41040 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.8431091309s, input_fired_time: 1.7356239557, output_fired_time: 1.6251896620, propagate_forward_time: 43.3857040405, propagate_backward_time: 66.8792953491, weight_update_time: 0.1475948393, other_time: 3.2172927856
epoch time: 9.1808128357s, input_fired_time: 0.2062772214, output_fired_time: 0.0000000000, propagate_forward_time: 8.3870458603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874900818
validation[          , genome  6993] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       872.65094, best error:       765.41040 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.1109619141s, input_fired_time: 1.7434952259, output_fired_time: 1.6017639637, propagate_forward_time: 43.1152915955, propagate_backward_time: 66.3807296753, weight_update_time: 0.1499803662, other_time: 3.2696914673
epoch time: 9.3080520630s, input_fired_time: 0.2091119736, output_fired_time: 0.0000000000, propagate_forward_time: 8.4985542297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003856659
validation[          , genome  6993] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       831.19440, best error:       765.41040 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.0090942383s, input_fired_time: 1.7504087687, output_fired_time: 1.6143438816, propagate_forward_time: 43.0512695313, propagate_backward_time: 66.3029556274, weight_update_time: 0.1511634141, other_time: 3.2901153564
epoch time: 9.4860134125s, input_fired_time: 0.2107661217, output_fired_time: 0.0000000000, propagate_forward_time: 8.6749773026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002702713
validation[          , genome  6993] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       882.47321, best error:       765.41040 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.3382034302s, input_fired_time: 1.7483186722, output_fired_time: 1.6055295467, propagate_forward_time: 43.1903457642, propagate_backward_time: 66.5528182983, weight_update_time: 0.1483400017, other_time: 3.2411880493
epoch time: 9.3640918732s, input_fired_time: 0.2129028291, output_fired_time: 0.0000000000, propagate_forward_time: 8.5459585190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052303314
validation[          , genome  6993] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       957.81873, best error:       765.41040 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 116.4005966187s, input_fired_time: 1.7475081682, output_fired_time: 1.6167922020, propagate_forward_time: 43.0439453125, propagate_backward_time: 66.7500686646, weight_update_time: 0.1502907574, other_time: 3.2422866821
epoch time: 9.5321826935s, input_fired_time: 0.2139808834, output_fired_time: 0.0000000000, propagate_forward_time: 8.7104139328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077880859
validation[          , genome  6993] predictions:    9763/  10000 (97.63%), best:    9754/10000 (97.54%), error:       797.50177, best error:       765.41040 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.0772094727s, input_fired_time: 1.7528489828, output_fired_time: 1.6050428152, propagate_forward_time: 43.0592193604, propagate_backward_time: 66.3778152466, weight_update_time: 0.1509027928, other_time: 3.2822875977
epoch time: 9.2850894928s, input_fired_time: 0.2123323530, output_fired_time: 0.0000000000, propagate_forward_time: 8.4674768448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052799225
validation[          , genome  6993] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       983.11200, best error:       765.41040 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 117.2520599365s, input_fired_time: 1.7564039230, output_fired_time: 1.6230936050, propagate_forward_time: 43.5044937134, propagate_backward_time: 67.0722808838, weight_update_time: 0.1538056433, other_time: 3.2957916260
epoch time: 9.5357713699s, input_fired_time: 0.2150103748, output_fired_time: 0.0000000000, propagate_forward_time: 8.7007474899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200132370
validation[          , genome  6993] predictions:    9758/  10000 (97.58%), best:    9754/10000 (97.54%), error:       813.54852, best error:       765.41040 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.6029739380s, input_fired_time: 1.7646491528, output_fired_time: 1.6179137230, propagate_forward_time: 43.1727676392, propagate_backward_time: 66.7634811401, weight_update_time: 0.1519408822, other_time: 3.2841644287
epoch time: 9.5007057190s, input_fired_time: 0.2124526948, output_fired_time: 0.0000000000, propagate_forward_time: 8.6837778091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044750214
validation[          , genome  6993] predictions:    9765/  10000 (97.65%), best:    9754/10000 (97.54%), error:       800.96106, best error:       765.41040 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.6241302490s, input_fired_time: 1.7046294212, output_fired_time: 1.5452620983, propagate_forward_time: 42.0339927673, propagate_backward_time: 65.1574172974, weight_update_time: 0.1444646120, other_time: 3.1828231812
epoch time: 9.2205247879s, input_fired_time: 0.2074469328, output_fired_time: 0.0000000000, propagate_forward_time: 8.4303064346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827713013
validation[          , genome  6993] predictions:    9684/  10000 (96.84%), best:    9754/10000 (97.54%), error:      1062.56152, best error:       765.41040 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.3330230713s, input_fired_time: 1.7018753290, output_fired_time: 1.5553426743, propagate_forward_time: 42.2731056213, propagate_backward_time: 65.6090316772, weight_update_time: 0.1464578807, other_time: 3.1936721802
epoch time: 9.3800821304s, input_fired_time: 0.2093342990, output_fired_time: 0.0000000000, propagate_forward_time: 8.5790891647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916585922
validation[          , genome  6993] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       876.89862, best error:       765.41040 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.6452941895s, input_fired_time: 1.6980857849, output_fired_time: 1.5416163206, propagate_forward_time: 41.9781951904, propagate_backward_time: 65.2613220215, weight_update_time: 0.1434689164, other_time: 3.1660690308
epoch time: 9.2798194885s, input_fired_time: 0.2081895769, output_fired_time: 0.0000000000, propagate_forward_time: 8.4840669632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875625610
validation[          , genome  6993] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       867.64008, best error:       765.41040 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.3333663940s, input_fired_time: 1.6970342398, output_fired_time: 1.5351904631, propagate_forward_time: 41.9966278076, propagate_backward_time: 64.9430847168, weight_update_time: 0.1448702067, other_time: 3.1614303589
epoch time: 9.1190967560s, input_fired_time: 0.2052595466, output_fired_time: 0.0000000000, propagate_forward_time: 8.3303518295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834856033
validation[          , genome  6993] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       858.12982, best error:       765.41040 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.2787017822s, input_fired_time: 1.7106586695, output_fired_time: 1.5479309559, propagate_forward_time: 42.4032745361, propagate_backward_time: 65.4360885620, weight_update_time: 0.1460573375, other_time: 3.1807556152
epoch time: 9.1297693253s, input_fired_time: 0.2053881288, output_fired_time: 0.0000000000, propagate_forward_time: 8.3480491638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763320923
validation[          , genome  6993] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       907.73254, best error:       765.41040 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.3788223267s, input_fired_time: 1.7080731392, output_fired_time: 1.5559202433, propagate_forward_time: 42.3106651306, propagate_backward_time: 65.6042480469, weight_update_time: 0.1461787969, other_time: 3.1999053955
epoch time: 9.2810792923s, input_fired_time: 0.2070935518, output_fired_time: 0.0000000000, propagate_forward_time: 8.4912977219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826883316
validation[          , genome  6993] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       821.32336, best error:       765.41040 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.5762863159s, input_fired_time: 1.7215197086, output_fired_time: 1.5663287640, propagate_forward_time: 42.3872947693, propagate_backward_time: 65.7135848999, weight_update_time: 0.1452307403, other_time: 3.1875534058
epoch time: 9.2970762253s, input_fired_time: 0.2075816095, output_fired_time: 0.0000000000, propagate_forward_time: 8.5008687973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886259079
validation[          , genome  6993] predictions:    9701/  10000 (97.01%), best:    9754/10000 (97.54%), error:       929.09973, best error:       765.41040 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.3462829590s, input_fired_time: 1.7155505419, output_fired_time: 1.5571285486, propagate_forward_time: 42.3370246887, propagate_backward_time: 65.5585632324, weight_update_time: 0.1447012126, other_time: 3.1780090332
epoch time: 9.2740821838s, input_fired_time: 0.2069906294, output_fired_time: 0.0000000000, propagate_forward_time: 8.4792842865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878076553
validation[          , genome  6993] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       750.18359, best error:       750.18359 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.7001266479s, input_fired_time: 1.7014664412, output_fired_time: 1.5324072838, propagate_forward_time: 42.0040588379, propagate_backward_time: 65.2785110474, weight_update_time: 0.1456256956, other_time: 3.1836776733
epoch time: 9.3406648636s, input_fired_time: 0.2096394002, output_fired_time: 0.0000000000, propagate_forward_time: 8.5377979279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932273865
validation[          , genome  6993] predictions:    9769/  10000 (97.69%), best:    9779/10000 (97.79%), error:       762.38385, best error:       750.18359 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.3722381592s, input_fired_time: 1.7156630754, output_fired_time: 1.5508501530, propagate_forward_time: 42.5066986084, propagate_backward_time: 65.4207153320, weight_update_time: 0.1448993981, other_time: 3.1783142090
epoch time: 9.0796947479s, input_fired_time: 0.2058137059, output_fired_time: 0.0000000000, propagate_forward_time: 8.2954101563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784711838
validation[          , genome  6993] predictions:    9769/  10000 (97.69%), best:    9779/10000 (97.79%), error:       793.45538, best error:       750.18359 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.1599502563s, input_fired_time: 1.7147270441, output_fired_time: 1.5499912500, propagate_forward_time: 42.3070678711, propagate_backward_time: 65.3986511230, weight_update_time: 0.1461398602, other_time: 3.1895141602
epoch time: 9.3842077255s, input_fired_time: 0.2103308439, output_fired_time: 0.0000000000, propagate_forward_time: 8.5845680237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893087387
validation[          , genome  6993] predictions:    9737/  10000 (97.37%), best:    9779/10000 (97.79%), error:       886.14435, best error:       750.18359 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.0312957764s, input_fired_time: 1.7145451307, output_fired_time: 1.5494947433, propagate_forward_time: 42.3173217773, propagate_backward_time: 65.2713775635, weight_update_time: 0.1445229352, other_time: 3.1785583496
epoch time: 9.0531644821s, input_fired_time: 0.2049578875, output_fired_time: 0.0000000000, propagate_forward_time: 8.2708454132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773611069
validation[          , genome  6993] predictions:    9773/  10000 (97.73%), best:    9779/10000 (97.79%), error:       769.01416, best error:       750.18359 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.5717849731s, input_fired_time: 1.7193359137, output_fired_time: 1.5625756979, propagate_forward_time: 42.3359184265, propagate_backward_time: 65.7690582275, weight_update_time: 0.1452139020, other_time: 3.1848907471
epoch time: 9.3891239166s, input_fired_time: 0.2103605717, output_fired_time: 0.0000000000, propagate_forward_time: 8.5934457779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853176117
validation[          , genome  6993] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       742.85858, best error:       742.85858 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 115.2297821045s, input_fired_time: 1.7245121002, output_fired_time: 1.5614091158, propagate_forward_time: 42.6924057007, propagate_backward_time: 66.0488891602, weight_update_time: 0.1462996900, other_time: 3.2025680542
epoch time: 9.3530015945s, input_fired_time: 0.2089039683, output_fired_time: 0.0000000000, propagate_forward_time: 8.5549440384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891532898
validation[          , genome  6993] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       705.40198, best error:       705.40198 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.0389709473s, input_fired_time: 1.7274206877, output_fired_time: 1.5617786646, propagate_forward_time: 42.5964202881, propagate_backward_time: 65.9659881592, weight_update_time: 0.1457628459, other_time: 3.1873703003
epoch time: 9.1894388199s, input_fired_time: 0.2066664398, output_fired_time: 0.0000000000, propagate_forward_time: 8.3979396820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848331451
validation[          , genome  6993] predictions:    9743/  10000 (97.43%), best:    9797/10000 (97.97%), error:       829.00879, best error:       705.40198 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.8236618042s, input_fired_time: 1.7299256325, output_fired_time: 1.5547297001, propagate_forward_time: 42.6446456909, propagate_backward_time: 65.7066879272, weight_update_time: 0.1451063752, other_time: 3.1876678467
epoch time: 9.3773937225s, input_fired_time: 0.2095077932, output_fired_time: 0.0000000000, propagate_forward_time: 8.5797748566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881109238
validation[          , genome  6993] predictions:    9720/  10000 (97.20%), best:    9797/10000 (97.97%), error:       880.26685, best error:       705.40198 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.5391311646s, input_fired_time: 1.7213333845, output_fired_time: 1.5581228733, propagate_forward_time: 42.2973632813, propagate_backward_time: 65.7769622803, weight_update_time: 0.1451775432, other_time: 3.1853485107
epoch time: 9.1918058395s, input_fired_time: 0.2078766227, output_fired_time: 0.0000000000, propagate_forward_time: 8.4043798447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795497894
validation[          , genome  6993] predictions:    9739/  10000 (97.39%), best:    9797/10000 (97.97%), error:       828.86121, best error:       705.40198 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.5415802002s, input_fired_time: 1.7219763994, output_fired_time: 1.5566239357, propagate_forward_time: 42.4742774963, propagate_backward_time: 65.6029586792, weight_update_time: 0.1456189603, other_time: 3.1857376099
epoch time: 9.3952331543s, input_fired_time: 0.2106821686, output_fired_time: 0.0000000000, propagate_forward_time: 8.5935955048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909557343
validation[          , genome  6993] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       764.14117, best error:       705.40198 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.0793685913s, input_fired_time: 1.7153940201, output_fired_time: 1.5562924147, propagate_forward_time: 42.1604194641, propagate_backward_time: 65.4688034058, weight_update_time: 0.1450694203, other_time: 3.1784591675
epoch time: 9.4737291336s, input_fired_time: 0.2111231238, output_fired_time: 0.0000000000, propagate_forward_time: 8.6711091995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914964676
validation[          , genome  6993] predictions:    9771/  10000 (97.71%), best:    9797/10000 (97.97%), error:       773.96729, best error:       705.40198 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.6102371216s, input_fired_time: 1.7229872942, output_fired_time: 1.5564973354, propagate_forward_time: 42.5399780273, propagate_backward_time: 65.6084442139, weight_update_time: 0.1457276046, other_time: 3.1823348999
epoch time: 9.2581491470s, input_fired_time: 0.2082100064, output_fired_time: 0.0000000000, propagate_forward_time: 8.4600582123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898809433
validation[          , genome  6993] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       853.70337, best error:       705.40198 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 113.9389190674s, input_fired_time: 1.7171685696, output_fired_time: 1.5540990829, propagate_forward_time: 42.2016029358, propagate_backward_time: 65.2759933472, weight_update_time: 0.1454207599, other_time: 3.1900558472
epoch time: 9.4539003372s, input_fired_time: 0.2123087049, output_fired_time: 0.0000000000, propagate_forward_time: 8.6468830109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947084427
validation[          , genome  6993] predictions:    9751/  10000 (97.51%), best:    9797/10000 (97.97%), error:       834.82147, best error:       705.40198 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.6473617554s, input_fired_time: 1.7351721525, output_fired_time: 1.5750185251, propagate_forward_time: 43.2442283630, propagate_backward_time: 66.8664093018, weight_update_time: 0.1479907036, other_time: 3.2265319824
epoch time: 9.5341587067s, input_fired_time: 0.2125008255, output_fired_time: 0.0000000000, propagate_forward_time: 8.7281551361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935029984
validation[          , genome  6993] predictions:    9744/  10000 (97.44%), best:    9797/10000 (97.97%), error:       824.17474, best error:       705.40198 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.2138290405s, input_fired_time: 1.7530163527, output_fired_time: 1.5927094221, propagate_forward_time: 43.9804763794, propagate_backward_time: 67.6683197021, weight_update_time: 0.1480286419, other_time: 3.2193069458
epoch time: 9.7601270676s, input_fired_time: 0.2178885639, output_fired_time: 0.0000000000, propagate_forward_time: 8.9406776428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015605927
validation[          , genome  6993] predictions:    9727/  10000 (97.27%), best:    9797/10000 (97.97%), error:       889.68542, best error:       705.40198 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 117.9198226929s, input_fired_time: 1.7544105053, output_fired_time: 1.5935565233, propagate_forward_time: 43.9030914307, propagate_backward_time: 67.4476318359, weight_update_time: 0.1477679908, other_time: 3.2211303711
epoch time: 9.7046337128s, input_fired_time: 0.2167316526, output_fired_time: 0.0000000000, propagate_forward_time: 8.8818635941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060380936
validation[          , genome  6993] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       785.44897, best error:       705.40198 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 117.6203460693s, input_fired_time: 1.7427859306, output_fired_time: 1.5930202007, propagate_forward_time: 43.7166595459, propagate_backward_time: 67.3541336060, weight_update_time: 0.1471380442, other_time: 3.2137527466
epoch time: 9.3747625351s, input_fired_time: 0.2109628320, output_fired_time: 0.0000000000, propagate_forward_time: 8.5837469101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800523758
validation[          , genome  6993] predictions:    9749/  10000 (97.49%), best:    9797/10000 (97.97%), error:       900.63599, best error:       705.40198 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 118.2266921997s, input_fired_time: 1.7516177893, output_fired_time: 1.5937962532, propagate_forward_time: 44.0352859497, propagate_backward_time: 67.6101913452, weight_update_time: 0.1486329585, other_time: 3.2358016968
epoch time: 9.4620513916s, input_fired_time: 0.2107856125, output_fired_time: 0.0000000000, propagate_forward_time: 8.6567564011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945091248
validation[          , genome  6993] predictions:    9790/  10000 (97.90%), best:    9797/10000 (97.97%), error:       735.68921, best error:       705.40198 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 117.9276962280s, input_fired_time: 1.7650376558, output_fired_time: 1.5918542147, propagate_forward_time: 43.9092750549, propagate_backward_time: 67.4431304932, weight_update_time: 0.1468900889, other_time: 3.2183990479
epoch time: 9.4431591034s, input_fired_time: 0.2099416256, output_fired_time: 0.0000000000, propagate_forward_time: 8.6418609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913562775
validation[          , genome  6993] predictions:    9760/  10000 (97.60%), best:    9797/10000 (97.97%), error:       794.73029, best error:       705.40198 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 117.9295654297s, input_fired_time: 1.7452065945, output_fired_time: 1.5929201841, propagate_forward_time: 43.8176803589, propagate_backward_time: 67.5473098755, weight_update_time: 0.1479133815, other_time: 3.2264480591
epoch time: 9.3775138855s, input_fired_time: 0.2104762793, output_fired_time: 0.0000000000, propagate_forward_time: 8.5806484222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863895416
validation[          , genome  6993] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       743.31226, best error:       705.40198 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 117.4586639404s, input_fired_time: 1.7477577925, output_fired_time: 1.5841207504, propagate_forward_time: 43.6871376038, propagate_backward_time: 67.2359542847, weight_update_time: 0.1474442631, other_time: 3.2036972046
epoch time: 9.5059328079s, input_fired_time: 0.2131917477, output_fired_time: 0.0000000000, propagate_forward_time: 8.6983861923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943546295
validation[          , genome  6993] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       751.81195, best error:       705.40198 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 157.1926574707s, input_fired_time: 2.1157734394, output_fired_time: 2.0009202957, propagate_forward_time: 58.6445541382, propagate_backward_time: 89.7527236938, weight_update_time: 0.1603285372, other_time: 4.6786956787
epoch time: 15.1517877579s, input_fired_time: 0.4946804047, output_fired_time: 0.0000000000, propagate_forward_time: 13.7506799698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9064273834
validation[          , genome  6993] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       795.59943, best error:       705.40198 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 185.2393646240s, input_fired_time: 2.1902174950, output_fired_time: 2.1114149094, propagate_forward_time: 70.4211425781, propagate_backward_time: 105.9298782349, weight_update_time: 0.1703118682, other_time: 4.5867080688
epoch time: 15.2732601166s, input_fired_time: 0.2413004339, output_fired_time: 0.0000000000, propagate_forward_time: 14.3754882813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564712524
validation[          , genome  6993] predictions:    9760/  10000 (97.60%), best:    9797/10000 (97.97%), error:       826.38678, best error:       705.40198 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 185.4515228271s, input_fired_time: 2.2066652775, output_fired_time: 2.3596765995, propagate_forward_time: 69.1717681885, propagate_backward_time: 106.8869934082, weight_update_time: 0.1696362793, other_time: 4.8264160156
epoch time: 14.9483404160s, input_fired_time: 0.2395949066, output_fired_time: 0.0000000000, propagate_forward_time: 13.5575532913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1511926651
validation[          , genome  6993] predictions:    9729/  10000 (97.29%), best:    9797/10000 (97.97%), error:       930.99390, best error:       705.40198 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 183.5540618896s, input_fired_time: 2.6804726124, output_fired_time: 2.5884799957, propagate_forward_time: 68.7225494385, propagate_backward_time: 103.9949188232, weight_update_time: 0.1686820835, other_time: 5.5676422119
epoch time: 15.1069993973s, input_fired_time: 0.2416773140, output_fired_time: 0.0000000000, propagate_forward_time: 13.9598369598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9054851532
validation[          , genome  6993] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       799.11737, best error:       705.40198 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 184.7227020264s, input_fired_time: 3.1941294670, output_fired_time: 2.3572289944, propagate_forward_time: 69.0233078003, propagate_backward_time: 104.8335342407, weight_update_time: 0.1695583910, other_time: 5.3145141602
epoch time: 14.8188495636s, input_fired_time: 0.2384384871, output_fired_time: 0.0000000000, propagate_forward_time: 13.9279298782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524810791
validation[          , genome  6993] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       811.21442, best error:       705.40198 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 185.0091400146s, input_fired_time: 3.1900644302, output_fired_time: 2.6112232208, propagate_forward_time: 70.3023834229, propagate_backward_time: 104.8548812866, weight_update_time: 0.1682426631, other_time: 4.0505905151
epoch time: 15.0496978760s, input_fired_time: 0.2450022250, output_fired_time: 0.0000000000, propagate_forward_time: 14.1480798721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566162109
validation[          , genome  6993] predictions:    9760/  10000 (97.60%), best:    9797/10000 (97.97%), error:       823.97998, best error:       705.40198 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 184.5554809570s, input_fired_time: 2.6886129379, output_fired_time: 3.1095457077, propagate_forward_time: 69.3844146729, propagate_backward_time: 105.2992095947, weight_update_time: 0.1704070717, other_time: 4.0736999512
epoch time: 15.0641775131s, input_fired_time: 0.2411273122, output_fired_time: 0.0000000000, propagate_forward_time: 14.1686878204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543626785
validation[          , genome  6993] predictions:    9750/  10000 (97.50%), best:    9797/10000 (97.97%), error:       834.24316, best error:       705.40198 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 184.7206268311s, input_fired_time: 2.9457869530, output_fired_time: 3.3576729298, propagate_forward_time: 68.7354431152, propagate_backward_time: 104.3726806641, weight_update_time: 0.1678217798, other_time: 5.3090515137
epoch time: 15.2335424423s, input_fired_time: 0.2480192184, output_fired_time: 0.0000000000, propagate_forward_time: 14.3227348328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627883911
validation[          , genome  6993] predictions:    9728/  10000 (97.28%), best:    9797/10000 (97.97%), error:       950.99432, best error:       705.40198 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 184.9487609863s, input_fired_time: 2.4413828850, output_fired_time: 2.8599290848, propagate_forward_time: 70.4766998291, propagate_backward_time: 103.1003417969, weight_update_time: 0.4233590066, other_time: 6.0704193115
epoch time: 15.0602312088s, input_fired_time: 0.2412287146, output_fired_time: 0.0000000000, propagate_forward_time: 13.9110412598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9079608917
validation[          , genome  6993] predictions:    9734/  10000 (97.34%), best:    9797/10000 (97.97%), error:       880.37958, best error:       705.40198 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 184.8353576660s, input_fired_time: 3.4422831535, output_fired_time: 2.5991108418, propagate_forward_time: 68.4189834595, propagate_backward_time: 105.5531845093, weight_update_time: 0.1694293916, other_time: 4.8218078613
epoch time: 15.0798912048s, input_fired_time: 0.2419329137, output_fired_time: 0.0000000000, propagate_forward_time: 13.9332723618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9046859741
validation[          , genome  6993] predictions:    9730/  10000 (97.30%), best:    9797/10000 (97.97%), error:       887.75238, best error:       705.40198 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 184.8571777344s, input_fired_time: 2.9396941662, output_fired_time: 2.1076598167, propagate_forward_time: 68.9309997559, propagate_backward_time: 106.3180847168, weight_update_time: 0.1688418835, other_time: 4.5607299805
epoch time: 15.1930284500s, input_fired_time: 0.2448925823, output_fired_time: 0.0000000000, propagate_forward_time: 14.2825422287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655941010
validation[          , genome  6993] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       770.30591, best error:       705.40198 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 183.0319519043s, input_fired_time: 2.1910376549, output_fired_time: 2.5882043839, propagate_forward_time: 68.9960784912, propagate_backward_time: 103.9602737427, weight_update_time: 0.4174698591, other_time: 5.2963485718
epoch time: 15.1212348938s, input_fired_time: 0.2449417859, output_fired_time: 0.0000000000, propagate_forward_time: 14.2130718231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632213593
validation[          , genome  6993] predictions:    9752/  10000 (97.52%), best:    9797/10000 (97.97%), error:       857.56592, best error:       705.40198 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 183.6396026611s, input_fired_time: 2.1835703850, output_fired_time: 2.8523385525, propagate_forward_time: 67.6217880249, propagate_backward_time: 105.6834640503, weight_update_time: 0.1677654237, other_time: 5.2984466553
epoch time: 15.1574087143s, input_fired_time: 0.2502721548, output_fired_time: 0.0000000000, propagate_forward_time: 14.2460432053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610937119
validation[          , genome  6993] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       781.17065, best error:       705.40198 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 184.2325134277s, input_fired_time: 2.1946344376, output_fired_time: 2.3516998291, propagate_forward_time: 69.8123550415, propagate_backward_time: 105.5755920410, weight_update_time: 0.1683615148, other_time: 4.2982254028
epoch time: 15.3064355850s, input_fired_time: 0.2417623252, output_fired_time: 0.0000000000, propagate_forward_time: 13.9036369324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1610364914
validation[          , genome  6993] predictions:    9755/  10000 (97.55%), best:    9797/10000 (97.97%), error:       792.22559, best error:       705.40198 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 184.8048858643s, input_fired_time: 2.1948201656, output_fired_time: 2.8630390167, propagate_forward_time: 69.1982116699, propagate_backward_time: 105.4741516113, weight_update_time: 0.1715548933, other_time: 5.0746612549
epoch time: 15.1159620285s, input_fired_time: 0.2432583123, output_fired_time: 0.0000000000, propagate_forward_time: 13.7205791473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1521244049
validation[          , genome  6993] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       822.96387, best error:       705.40198 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 184.7686614990s, input_fired_time: 2.6982295513, output_fired_time: 2.8571314812, propagate_forward_time: 68.9486465454, propagate_backward_time: 106.1967773438, weight_update_time: 0.1740166843, other_time: 4.0678787231
epoch time: 15.0618772507s, input_fired_time: 0.4967585504, output_fired_time: 0.0000000000, propagate_forward_time: 13.4119234085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1531953812
validation[          , genome  6993] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       887.96722, best error:       705.40198 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 184.2605133057s, input_fired_time: 2.6948585510, output_fired_time: 2.3897397518, propagate_forward_time: 68.6160507202, propagate_backward_time: 105.7514114380, weight_update_time: 0.1674647480, other_time: 4.8084564209
epoch time: 15.0363807678s, input_fired_time: 0.2418566495, output_fired_time: 0.0000000000, propagate_forward_time: 13.6356353760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1588888168
validation[          , genome  6993] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       772.44904, best error:       705.40198 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 184.7796478271s, input_fired_time: 2.4462704659, output_fired_time: 2.8574812412, propagate_forward_time: 69.4229660034, propagate_backward_time: 104.7473068237, weight_update_time: 0.4183649123, other_time: 5.3056182861
epoch time: 15.0308809280s, input_fired_time: 0.2452827841, output_fired_time: 0.0000000000, propagate_forward_time: 14.1311197281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544780731
validation[          , genome  6993] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       762.84967, best error:       705.40198 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 185.0525054932s, input_fired_time: 1.9487841129, output_fired_time: 1.8513298035, propagate_forward_time: 69.0665893555, propagate_backward_time: 107.3636703491, weight_update_time: 0.1682775170, other_time: 4.8221206665
epoch time: 15.1267375946s, input_fired_time: 0.4919680059, output_fired_time: 0.0000000000, propagate_forward_time: 13.9821434021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526260376
validation[          , genome  6993] predictions:    9738/  10000 (97.38%), best:    9797/10000 (97.97%), error:       838.92200, best error:       705.40198 on epoch:    66, 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: 74.0508575439s, input_fired_time: 1.4320456982, output_fired_time: 0.0000000000, propagate_forward_time: 68.2892608643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3295516968
best training[          , genome  6993] predictions:   49581/  50000 (99.16%), best:    9797/10000 (97.97%), error:      1555.96777, best error:       705.40198 on epoch:    66, 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: 14.8445854187s, input_fired_time: 0.2350106984, output_fired_time: 0.0000000000, propagate_forward_time: 13.9599657059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496086121
   testing[          , genome  6993] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       699.76526, best error:       705.40198 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:45:28 (1056): called boinc_finish(0)

</stderr_txt>
]]>