Nameexact_genome_1512568488_42_6825_0
Workunit2605342
Created7 Dec 2017, 22:06:10 UTC
Sent7 Dec 2017, 22:11:39 UTC
Report deadline13 Dec 2017, 7:56:00 UTC
Received9 Dec 2017, 11:53:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 12 min 18 sec
CPU time3 hours 7 min 13 sec
Validate stateValid
Credit1,351.45
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.48 MB
Peak swap size155.84 MB
Peak disk usage2.36 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
7.5748391151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290226936
validation[          , genome  6825] predictions:    9665/  10000 (96.65%), best:    9693/10000 (96.93%), error:      1035.64148, best error:       975.46124 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 101.5168380737s, input_fired_time: 1.2961249352, output_fired_time: 1.3209934235, propagate_forward_time: 37.6323242188, propagate_backward_time: 58.2578735352, weight_update_time: 0.1914317608, other_time: 3.0095214844
epoch time: 8.1714458466s, input_fired_time: 0.1634946465, output_fired_time: 0.0000000000, propagate_forward_time: 7.4827294350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252213478
validation[          , genome  6825] predictions:    9642/  10000 (96.42%), best:    9693/10000 (96.93%), error:      1139.35010, best error:       975.46124 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 101.9684066772s, input_fired_time: 1.3010997772, output_fired_time: 1.3137280941, propagate_forward_time: 37.8277931213, propagate_backward_time: 58.5378875732, weight_update_time: 0.1903333366, other_time: 2.9878959656
epoch time: 8.0165948868s, input_fired_time: 0.1594796032, output_fired_time: 0.0000000000, propagate_forward_time: 7.3318052292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253100395
validation[          , genome  6825] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       970.92511, best error:       970.92511 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 101.2405090332s, input_fired_time: 1.3004066944, output_fired_time: 1.3173956871, propagate_forward_time: 37.5746726990, propagate_backward_time: 58.0570449829, weight_update_time: 0.1906495690, other_time: 2.9909858704
epoch time: 8.2521581650s, input_fired_time: 0.1653723866, output_fired_time: 0.0000000000, propagate_forward_time: 7.5405249596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462603569
validation[          , genome  6825] predictions:    9683/  10000 (96.83%), best:    9691/10000 (96.91%), error:       999.76434, best error:       970.92511 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 101.5831985474s, input_fired_time: 1.2982113361, output_fired_time: 1.3110384941, propagate_forward_time: 37.6417121887, propagate_backward_time: 58.3536262512, weight_update_time: 0.1921088845, other_time: 2.9786148071
epoch time: 8.3621435165s, input_fired_time: 0.1637577564, output_fired_time: 0.0000000000, propagate_forward_time: 7.6658201218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325660706
validation[          , genome  6825] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:       961.79492, best error:       961.79492 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 101.2831039429s, input_fired_time: 1.2936261892, output_fired_time: 1.3110573292, propagate_forward_time: 37.4791145325, propagate_backward_time: 58.2032585144, weight_update_time: 0.1903467327, other_time: 2.9960479736
epoch time: 8.1126852036s, input_fired_time: 0.1603183001, output_fired_time: 0.0000000000, propagate_forward_time: 7.4187240601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336427689
validation[          , genome  6825] predictions:    9628/  10000 (96.28%), best:    9689/10000 (96.89%), error:      1176.47876, best error:       961.79492 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 102.1855163574s, input_fired_time: 1.3079164028, output_fired_time: 1.3199440241, propagate_forward_time: 37.8178405762, propagate_backward_time: 58.7230758667, weight_update_time: 0.1895797253, other_time: 3.0167388916
epoch time: 8.2779989243s, input_fired_time: 0.1649967283, output_fired_time: 0.0000000000, propagate_forward_time: 7.5745601654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384416580
validation[          , genome  6825] predictions:    9668/  10000 (96.68%), best:    9689/10000 (96.89%), error:      1050.86584, best error:       961.79492 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 100.2794036865s, input_fired_time: 1.2870193720, output_fired_time: 1.3002071381, propagate_forward_time: 37.1400794983, propagate_backward_time: 57.5933837891, weight_update_time: 0.1888180822, other_time: 2.9587135315
epoch time: 8.2605419159s, input_fired_time: 0.1671135724, output_fired_time: 0.0000000000, propagate_forward_time: 7.5392527580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541758537
validation[          , genome  6825] predictions:    9671/  10000 (96.71%), best:    9689/10000 (96.89%), error:      1047.39063, best error:       961.79492 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.6198501587s, input_fired_time: 1.3059316874, output_fired_time: 1.3168326616, propagate_forward_time: 37.6813125610, propagate_backward_time: 58.3016624451, weight_update_time: 0.1919891089, other_time: 3.0141105652
epoch time: 8.0201539993s, input_fired_time: 0.1606459469, output_fired_time: 0.0000000000, propagate_forward_time: 7.3304910660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290169716
validation[          , genome  6825] predictions:    9668/  10000 (96.68%), best:    9689/10000 (96.89%), error:      1078.12146, best error:       961.79492 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.1197433472s, input_fired_time: 1.2977347374, output_fired_time: 1.3116385937, propagate_forward_time: 37.5280380249, propagate_backward_time: 58.0063323975, weight_update_time: 0.1895203888, other_time: 2.9759979248
epoch time: 8.1503820419s, input_fired_time: 0.1599973440, output_fired_time: 0.0000000000, propagate_forward_time: 7.4554595947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349249840
validation[          , genome  6825] predictions:    9709/  10000 (97.09%), best:    9689/10000 (96.89%), error:       995.93768, best error:       961.79492 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 101.5922241211s, input_fired_time: 1.2966618538, output_fired_time: 1.3194389343, propagate_forward_time: 37.6539115906, propagate_backward_time: 58.3118934631, weight_update_time: 0.1917157769, other_time: 3.0103149414
epoch time: 8.1975183487s, input_fired_time: 0.1617620438, output_fired_time: 0.0000000000, propagate_forward_time: 7.5079030991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278530121
validation[          , genome  6825] predictions:    9657/  10000 (96.57%), best:    9689/10000 (96.89%), error:      1104.16284, best error:       961.79492 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.4444885254s, input_fired_time: 1.2868624926, output_fired_time: 1.2872748375, propagate_forward_time: 37.0685691833, propagate_backward_time: 57.8281440735, weight_update_time: 0.1872825772, other_time: 2.9736328125
epoch time: 7.7979254723s, input_fired_time: 0.1554493457, output_fired_time: 0.0000000000, propagate_forward_time: 7.1285152435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139608383
validation[          , genome  6825] predictions:    9575/  10000 (95.75%), best:    9689/10000 (96.89%), error:      1335.35144, best error:       961.79492 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 102.1950836182s, input_fired_time: 1.3140698671, output_fired_time: 1.3264746666, propagate_forward_time: 37.6941757202, propagate_backward_time: 58.8302116394, weight_update_time: 0.1919860542, other_time: 3.0301475525
epoch time: 8.2090463638s, input_fired_time: 0.1633971632, output_fired_time: 0.0000000000, propagate_forward_time: 7.5007276535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449218750
validation[          , genome  6825] predictions:    9676/  10000 (96.76%), best:    9689/10000 (96.89%), error:      1039.61023, best error:       961.79492 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 102.0130996704s, input_fired_time: 1.3040871620, output_fired_time: 1.3213702440, propagate_forward_time: 37.5643272400, propagate_backward_time: 58.8104782104, weight_update_time: 0.1926871389, other_time: 3.0128364563
epoch time: 8.1510095596s, input_fired_time: 0.1628278494, output_fired_time: 0.0000000000, propagate_forward_time: 7.4548258781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333557129
validation[          , genome  6825] predictions:    9690/  10000 (96.90%), best:    9689/10000 (96.89%), error:       967.30542, best error:       961.79492 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 101.2398452759s, input_fired_time: 1.2990909815, output_fired_time: 1.3100024462, propagate_forward_time: 37.3290214539, propagate_backward_time: 58.2949562073, weight_update_time: 0.1912375540, other_time: 3.0067749023
epoch time: 8.2715854645s, input_fired_time: 0.1674367785, output_fired_time: 0.0000000000, propagate_forward_time: 7.5649538040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391950607
validation[          , genome  6825] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       926.12219, best error:       926.12219 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 102.1079483032s, input_fired_time: 1.3137366772, output_fired_time: 1.3205802441, propagate_forward_time: 37.6719398499, propagate_backward_time: 58.8024368286, weight_update_time: 0.1913123131, other_time: 2.9992561340
epoch time: 8.2695074081s, input_fired_time: 0.1662516594, output_fired_time: 0.0000000000, propagate_forward_time: 7.5549077988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483484268
validation[          , genome  6825] predictions:    9662/  10000 (96.62%), best:    9714/10000 (97.14%), error:      1082.10815, best error:       926.12219 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.6771697998s, input_fired_time: 1.2965648174, output_fired_time: 1.3159562349, propagate_forward_time: 37.3666305542, propagate_backward_time: 58.7040824890, weight_update_time: 0.1897808909, other_time: 2.9939384460
epoch time: 8.4298601151s, input_fired_time: 0.1704733372, output_fired_time: 0.0000000000, propagate_forward_time: 7.7197790146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396080017
validation[          , genome  6825] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:       946.76447, best error:       926.12219 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 101.2257385254s, input_fired_time: 1.2950242758, output_fired_time: 1.3011430502, propagate_forward_time: 37.2406349182, propagate_backward_time: 58.3922042847, weight_update_time: 0.1894149929, other_time: 2.9967384338
epoch time: 8.0317974091s, input_fired_time: 0.1624877006, output_fired_time: 0.0000000000, propagate_forward_time: 7.3435811996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257287025
validation[          , genome  6825] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       880.93530, best error:       880.93530 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.4889373779s, input_fired_time: 1.3125710487, output_fired_time: 1.3183877468, propagate_forward_time: 37.7337150574, propagate_backward_time: 59.0924263000, weight_update_time: 0.1918488443, other_time: 3.0318374634
epoch time: 8.3140735626s, input_fired_time: 0.1657433063, output_fired_time: 0.0000000000, propagate_forward_time: 7.6039447784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443859100
validation[          , genome  6825] predictions:    9674/  10000 (96.74%), best:    9712/10000 (97.12%), error:      1053.57043, best error:       880.93530 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.3267745972s, input_fired_time: 1.3065967560, output_fired_time: 1.3223986626, propagate_forward_time: 37.4742889404, propagate_backward_time: 59.2329216003, weight_update_time: 0.1898366213, other_time: 2.9905738831
epoch time: 8.3043975830s, input_fired_time: 0.1655759215, output_fired_time: 0.0000000000, propagate_forward_time: 7.6086087227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302128792
validation[          , genome  6825] predictions:    9716/  10000 (97.16%), best:    9712/10000 (97.12%), error:       915.00116, best error:       880.93530 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 101.9334869385s, input_fired_time: 1.3036736250, output_fired_time: 1.3068822622, propagate_forward_time: 37.5259819031, propagate_backward_time: 58.7949867249, weight_update_time: 0.1883203536, other_time: 3.0019607544
epoch time: 8.1508502960s, input_fired_time: 0.1648053080, output_fired_time: 0.0000000000, propagate_forward_time: 7.4399933815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460515022
validation[          , genome  6825] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       870.27356, best error:       870.27356 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 101.2826995850s, input_fired_time: 1.3020582199, output_fired_time: 1.3084236383, propagate_forward_time: 37.2672119141, propagate_backward_time: 58.4187583923, weight_update_time: 0.1895645559, other_time: 2.9862480164
epoch time: 8.1387052536s, input_fired_time: 0.1629880369, output_fired_time: 0.0000000000, propagate_forward_time: 7.4363794327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393376350
validation[          , genome  6825] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       963.33722, best error:       870.27356 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.3575973511s, input_fired_time: 1.3021978140, output_fired_time: 1.3075380325, propagate_forward_time: 37.2185478210, propagate_backward_time: 58.5366325378, weight_update_time: 0.1895294487, other_time: 2.9926757813
epoch time: 8.3253450394s, input_fired_time: 0.1691556722, output_fired_time: 0.0000000000, propagate_forward_time: 7.6074166298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487723351
validation[          , genome  6825] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       900.37817, best error:       870.27356 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 102.8432922363s, input_fired_time: 1.3124926090, output_fired_time: 1.3182481527, propagate_forward_time: 37.8262100220, propagate_backward_time: 59.4132499695, weight_update_time: 0.1888345927, other_time: 2.9730949402
epoch time: 8.2179384232s, input_fired_time: 0.1668019593, output_fired_time: 0.0000000000, propagate_forward_time: 7.5157017708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354342461
validation[          , genome  6825] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:       986.63000, best error:       870.27356 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 102.3407592773s, input_fired_time: 1.3089619875, output_fired_time: 1.3140130043, propagate_forward_time: 37.6021270752, propagate_backward_time: 59.1249923706, weight_update_time: 0.1907995194, other_time: 2.9906692505
epoch time: 8.2738761902s, input_fired_time: 0.1641160995, output_fired_time: 0.0000000000, propagate_forward_time: 7.5820860863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276741982
validation[          , genome  6825] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       943.80182, best error:       870.27356 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.3195190430s, input_fired_time: 1.3091046810, output_fired_time: 1.3074573278, propagate_forward_time: 37.6271934509, propagate_backward_time: 59.0775451660, weight_update_time: 0.1879067719, other_time: 2.9982185364
epoch time: 8.2492713928s, input_fired_time: 0.1650661677, output_fired_time: 0.0000000000, propagate_forward_time: 7.5504889488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337166786
validation[          , genome  6825] predictions:    9617/  10000 (96.17%), best:    9725/10000 (97.25%), error:      1229.14124, best error:       870.27356 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.6341400146s, input_fired_time: 1.3063321114, output_fired_time: 1.3312134743, propagate_forward_time: 37.4209976196, propagate_backward_time: 59.5839042664, weight_update_time: 0.1914948523, other_time: 2.9916877747
epoch time: 7.9841790199s, input_fired_time: 0.1619548351, output_fired_time: 0.0000000000, propagate_forward_time: 7.2925138474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297102928
validation[          , genome  6825] predictions:    9591/  10000 (95.91%), best:    9725/10000 (97.25%), error:      1293.97534, best error:       870.27356 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.8892288208s, input_fired_time: 1.3100924492, output_fired_time: 1.3202388287, propagate_forward_time: 37.6450271606, propagate_backward_time: 59.5959663391, weight_update_time: 0.1907764077, other_time: 3.0179100037
epoch time: 8.3268775940s, input_fired_time: 0.1659970433, output_fired_time: 0.0000000000, propagate_forward_time: 7.6229248047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379552841
validation[          , genome  6825] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       957.61237, best error:       870.27356 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.0659942627s, input_fired_time: 1.3115754128, output_fired_time: 1.3257195950, propagate_forward_time: 37.9210281372, propagate_backward_time: 59.5248260498, weight_update_time: 0.1914828718, other_time: 2.9828414917
epoch time: 8.4861459732s, input_fired_time: 0.1705058664, output_fired_time: 0.0000000000, propagate_forward_time: 7.7640271187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516133308
validation[          , genome  6825] predictions:    9729/  10000 (97.29%), best:    9725/10000 (97.25%), error:       874.69812, best error:       870.27356 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.5594482422s, input_fired_time: 1.3118773699, output_fired_time: 1.3121109009, propagate_forward_time: 37.4874572754, propagate_backward_time: 59.4334754944, weight_update_time: 0.1890691370, other_time: 3.0145301819
epoch time: 8.3841724396s, input_fired_time: 0.1687647998, output_fired_time: 0.0000000000, propagate_forward_time: 7.6762733459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391340256
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       847.82080, best error:       847.82080 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.2353363037s, input_fired_time: 1.3120777607, output_fired_time: 1.3296211958, propagate_forward_time: 37.7734680176, propagate_backward_time: 59.7877731323, weight_update_time: 0.1920295805, other_time: 3.0323944092
epoch time: 7.8555746078s, input_fired_time: 0.1614521444, output_fired_time: 0.0000000000, propagate_forward_time: 7.1608915329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332307816
validation[          , genome  6825] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       897.99530, best error:       847.82080 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.1386795044s, input_fired_time: 1.3118579388, output_fired_time: 1.3255845308, propagate_forward_time: 37.6305656433, propagate_backward_time: 59.8544616699, weight_update_time: 0.1914316416, other_time: 3.0162086487
epoch time: 7.9241652489s, input_fired_time: 0.1622939706, output_fired_time: 0.0000000000, propagate_forward_time: 7.2411112785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207600594
validation[          , genome  6825] predictions:    9711/  10000 (97.11%), best:    9734/10000 (97.34%), error:       933.62378, best error:       847.82080 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.6666564941s, input_fired_time: 1.3136918545, output_fired_time: 1.3228542805, propagate_forward_time: 37.7026138306, propagate_backward_time: 59.3319664001, weight_update_time: 0.1902510673, other_time: 2.9955329895
epoch time: 8.1248464584s, input_fired_time: 0.1615705788, output_fired_time: 0.0000000000, propagate_forward_time: 7.4338874817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293884277
validation[          , genome  6825] predictions:    9687/  10000 (96.87%), best:    9734/10000 (97.34%), error:      1009.56665, best error:       847.82080 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 101.8837966919s, input_fired_time: 1.2972024679, output_fired_time: 1.2982902527, propagate_forward_time: 37.2111968994, propagate_backward_time: 59.1034278870, weight_update_time: 0.1907892376, other_time: 2.9736747742
epoch time: 8.1966066360s, input_fired_time: 0.1625696123, output_fired_time: 0.0000000000, propagate_forward_time: 7.5039315224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301051140
validation[          , genome  6825] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       932.12683, best error:       847.82080 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.1421127319s, input_fired_time: 1.3152562380, output_fired_time: 1.3222837448, propagate_forward_time: 37.8072814941, propagate_backward_time: 59.6861228943, weight_update_time: 0.1900850534, other_time: 3.0111732483
epoch time: 8.3397188187s, input_fired_time: 0.1689063162, output_fired_time: 0.0000000000, propagate_forward_time: 7.6269927025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438199043
validation[          , genome  6825] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       878.50018, best error:       847.82080 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 101.8456497192s, input_fired_time: 1.2993986607, output_fired_time: 1.3007608652, propagate_forward_time: 37.2923393250, propagate_backward_time: 58.9827842712, weight_update_time: 0.1882152408, other_time: 2.9703674316
epoch time: 8.4397392273s, input_fired_time: 0.1673620492, output_fired_time: 0.0000000000, propagate_forward_time: 7.7262430191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461339951
validation[          , genome  6825] predictions:    9700/  10000 (97.00%), best:    9734/10000 (97.34%), error:       947.27008, best error:       847.82080 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 101.2367324829s, input_fired_time: 1.2972670794, output_fired_time: 1.2903894186, propagate_forward_time: 37.0875740051, propagate_backward_time: 58.5936660767, weight_update_time: 0.1895391941, other_time: 2.9678382874
epoch time: 8.0373134613s, input_fired_time: 0.1625681967, output_fired_time: 0.0000000000, propagate_forward_time: 7.3362507820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384945869
validation[          , genome  6825] predictions:    9669/  10000 (96.69%), best:    9734/10000 (97.34%), error:      1040.31824, best error:       847.82080 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.9025421143s, input_fired_time: 1.3107614517, output_fired_time: 1.2988358736, propagate_forward_time: 37.2485733032, propagate_backward_time: 59.0675582886, weight_update_time: 0.1897550523, other_time: 2.9768142700
epoch time: 8.2917289734s, input_fired_time: 0.1678765714, output_fired_time: 0.0000000000, propagate_forward_time: 7.5906925201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331602097
validation[          , genome  6825] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       898.20361, best error:       847.82080 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.7573776245s, input_fired_time: 1.3273324966, output_fired_time: 1.3186770678, propagate_forward_time: 37.8900718689, propagate_backward_time: 60.1848030090, weight_update_time: 0.1905613989, other_time: 3.0364913940
epoch time: 8.0992574692s, input_fired_time: 0.1641637981, output_fired_time: 0.0000000000, propagate_forward_time: 7.3938965797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411973000
validation[          , genome  6825] predictions:    9738/  10000 (97.38%), best:    9734/10000 (97.34%), error:       872.96246, best error:       847.82080 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.8945541382s, input_fired_time: 1.3111308813, output_fired_time: 1.3206477165, propagate_forward_time: 37.5251274109, propagate_backward_time: 59.7510948181, weight_update_time: 0.1905814409, other_time: 2.9865493774
epoch time: 8.2865648270s, input_fired_time: 0.1657210439, output_fired_time: 0.0000000000, propagate_forward_time: 7.5878968239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329470634
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       862.41626, best error:       847.82080 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.3878326416s, input_fired_time: 1.3132672310, output_fired_time: 1.3294631243, propagate_forward_time: 37.6854591370, propagate_backward_time: 60.0642280579, weight_update_time: 0.1914673448, other_time: 2.9954147339
epoch time: 8.2529973984s, input_fired_time: 0.1674492657, output_fired_time: 0.0000000000, propagate_forward_time: 7.5463709831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391774178
validation[          , genome  6825] predictions:    9741/  10000 (97.41%), best:    9734/10000 (97.34%), error:       870.01331, best error:       847.82080 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.3608245850s, input_fired_time: 1.3023195267, output_fired_time: 1.3086364269, propagate_forward_time: 37.4110374451, propagate_backward_time: 59.3574981689, weight_update_time: 0.1914593428, other_time: 2.9813270569
epoch time: 8.3030481339s, input_fired_time: 0.1672724783, output_fired_time: 0.0000000000, propagate_forward_time: 7.6013293266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344462395
validation[          , genome  6825] predictions:    9649/  10000 (96.49%), best:    9734/10000 (97.34%), error:      1111.77795, best error:       847.82080 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.3433227539s, input_fired_time: 1.3214616776, output_fired_time: 1.3190903664, propagate_forward_time: 37.7968215942, propagate_backward_time: 59.9021911621, weight_update_time: 0.1914606392, other_time: 3.0037536621
epoch time: 8.3421678543s, input_fired_time: 0.1710387021, output_fired_time: 0.0000000000, propagate_forward_time: 7.6293883324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417408943
validation[          , genome  6825] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       995.76019, best error:       847.82080 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.0398864746s, input_fired_time: 1.3098907471, output_fired_time: 1.3138726950, propagate_forward_time: 37.2617187500, propagate_backward_time: 59.1595993042, weight_update_time: 0.1873542815, other_time: 2.9948043823
epoch time: 7.9372181892s, input_fired_time: 0.1612630039, output_fired_time: 0.0000000000, propagate_forward_time: 7.2552566528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206985474
validation[          , genome  6825] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       929.52716, best error:       847.82080 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.7277832031s, input_fired_time: 1.3104361296, output_fired_time: 1.3139725924, propagate_forward_time: 37.5334510803, propagate_backward_time: 59.5751838684, weight_update_time: 0.1913737506, other_time: 2.9947433472
epoch time: 8.4249811172s, input_fired_time: 0.1687683761, output_fired_time: 0.0000000000, propagate_forward_time: 7.7127037048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435094833
validation[          , genome  6825] predictions:    9663/  10000 (96.63%), best:    9734/10000 (97.34%), error:      1129.84875, best error:       847.82080 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.3987808228s, input_fired_time: 1.3256417513, output_fired_time: 1.3176188469, propagate_forward_time: 37.7670288086, propagate_backward_time: 59.9824676514, weight_update_time: 0.1906677634, other_time: 3.0060195923
epoch time: 8.2764511108s, input_fired_time: 0.1682203412, output_fired_time: 0.0000000000, propagate_forward_time: 7.5682892799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399413109
validation[          , genome  6825] predictions:    9736/  10000 (97.36%), best:    9734/10000 (97.34%), error:       860.34528, best error:       847.82080 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.2869949341s, input_fired_time: 1.3169159889, output_fired_time: 1.3176360130, propagate_forward_time: 37.8836059570, propagate_backward_time: 59.7935791016, weight_update_time: 0.1888793856, other_time: 2.9752578735
epoch time: 8.0483646393s, input_fired_time: 0.1639451832, output_fired_time: 0.0000000000, propagate_forward_time: 7.3530254364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313940048
validation[          , genome  6825] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       881.57404, best error:       847.82080 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.1749420166s, input_fired_time: 1.3111770153, output_fired_time: 1.3228372335, propagate_forward_time: 37.5903282166, propagate_backward_time: 59.9539108276, weight_update_time: 0.1905189604, other_time: 2.9966850281
epoch time: 8.4004430771s, input_fired_time: 0.1706781834, output_fired_time: 0.0000000000, propagate_forward_time: 7.6855969429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441679955
validation[          , genome  6825] predictions:    9693/  10000 (96.93%), best:    9734/10000 (97.34%), error:      1055.54028, best error:       847.82080 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 103.5005340576s, input_fired_time: 1.3196121454, output_fired_time: 1.3241356611, propagate_forward_time: 37.7494506836, propagate_backward_time: 60.0995903015, weight_update_time: 0.1932568848, other_time: 3.0077476501
epoch time: 8.3004446030s, input_fired_time: 0.1690572053, output_fired_time: 0.0000000000, propagate_forward_time: 7.5962119102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351758003
validation[          , genome  6825] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:      1016.23938, best error:       847.82080 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 104.3943634033s, input_fired_time: 1.3235384226, output_fired_time: 1.3324820995, propagate_forward_time: 38.1658935547, propagate_backward_time: 60.5651855469, weight_update_time: 0.1949993372, other_time: 3.0072631836
epoch time: 8.2231798172s, input_fired_time: 0.1684611440, output_fired_time: 0.0000000000, propagate_forward_time: 7.5218586922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328602791
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       851.41284, best error:       847.82080 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 103.4008712769s, input_fired_time: 1.3192346096, output_fired_time: 1.3209741116, propagate_forward_time: 37.6506195068, propagate_backward_time: 60.1115608215, weight_update_time: 0.1929668039, other_time: 2.9984779358
epoch time: 8.1204195023s, input_fired_time: 0.1637185663, output_fired_time: 0.0000000000, propagate_forward_time: 7.4216256142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350751877
validation[          , genome  6825] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       856.26239, best error:       847.82080 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 103.9006347656s, input_fired_time: 1.3298971653, output_fired_time: 1.3191854954, propagate_forward_time: 37.8541145325, propagate_backward_time: 60.3761520386, weight_update_time: 0.1919129342, other_time: 3.0212898254
epoch time: 8.3076086044s, input_fired_time: 0.1690234393, output_fired_time: 0.0000000000, propagate_forward_time: 7.6074824333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311026573
validation[          , genome  6825] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       921.27783, best error:       847.82080 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.9590606689s, input_fired_time: 1.3152444363, output_fired_time: 1.3097392321, propagate_forward_time: 37.6347808838, propagate_backward_time: 59.7130126953, weight_update_time: 0.1906500608, other_time: 2.9862823486
epoch time: 8.2706794739s, input_fired_time: 0.1688515693, output_fired_time: 0.0000000000, propagate_forward_time: 7.5534539223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483736992
validation[          , genome  6825] predictions:    9687/  10000 (96.87%), best:    9734/10000 (97.34%), error:      1016.58820, best error:       847.82080 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.7586822510s, input_fired_time: 1.3224725723, output_fired_time: 1.3163251877, propagate_forward_time: 37.7304954529, propagate_backward_time: 60.3758468628, weight_update_time: 0.1916159689, other_time: 3.0135459900
epoch time: 8.4235687256s, input_fired_time: 0.1704297960, output_fired_time: 0.0000000000, propagate_forward_time: 7.7022032738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509352684
validation[          , genome  6825] predictions:    9679/  10000 (96.79%), best:    9734/10000 (97.34%), error:      1036.52710, best error:       847.82080 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 103.4012527466s, input_fired_time: 1.3125532866, output_fired_time: 1.3162446022, propagate_forward_time: 37.5889167786, propagate_backward_time: 60.1774406433, weight_update_time: 0.1933059543, other_time: 3.0060958862
epoch time: 8.2882423401s, input_fired_time: 0.1683992594, output_fired_time: 0.0000000000, propagate_forward_time: 7.5778913498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419521332
validation[          , genome  6825] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       854.61499, best error:       847.82080 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.2444610596s, input_fired_time: 1.3148028851, output_fired_time: 1.3203964233, propagate_forward_time: 37.6272239685, propagate_backward_time: 59.9824256897, weight_update_time: 0.1898812056, other_time: 2.9996109009
epoch time: 7.9111580849s, input_fired_time: 0.1623038352, output_fired_time: 0.0000000000, propagate_forward_time: 7.2286825180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201716423
validation[          , genome  6825] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       832.24634, best error:       832.24634 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.7801818848s, input_fired_time: 1.3231054544, output_fired_time: 1.3195436001, propagate_forward_time: 37.7373161316, propagate_backward_time: 60.3660621643, weight_update_time: 0.1953538060, other_time: 3.0341567993
epoch time: 8.1314506531s, input_fired_time: 0.1685488671, output_fired_time: 0.0000000000, propagate_forward_time: 7.4260258675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368757248
validation[          , genome  6825] predictions:    9700/  10000 (97.00%), best:    9741/10000 (97.41%), error:       977.20483, best error:       832.24634 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.8040084839s, input_fired_time: 1.3115032911, output_fired_time: 1.3088490963, propagate_forward_time: 37.5373191833, propagate_backward_time: 59.6741027832, weight_update_time: 0.1900885701, other_time: 2.9722404480
epoch time: 8.2062997818s, input_fired_time: 0.1676833630, output_fired_time: 0.0000000000, propagate_forward_time: 7.4966039658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420122147
validation[          , genome  6825] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       807.33521, best error:       807.33521 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 102.9865951538s, input_fired_time: 1.3161759377, output_fired_time: 1.3074042797, propagate_forward_time: 37.5306320190, propagate_backward_time: 59.8461036682, weight_update_time: 0.1885415912, other_time: 2.9862785339
epoch time: 8.2747249603s, input_fired_time: 0.1674568653, output_fired_time: 0.0000000000, propagate_forward_time: 7.5626654625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446028709
validation[          , genome  6825] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       910.43774, best error:       807.33521 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 103.0284576416s, input_fired_time: 1.3225344419, output_fired_time: 1.3174426556, propagate_forward_time: 37.5680007935, propagate_backward_time: 59.8295135498, weight_update_time: 0.1891813278, other_time: 2.9909667969
epoch time: 8.2247772217s, input_fired_time: 0.1673445851, output_fired_time: 0.0000000000, propagate_forward_time: 7.5071496964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502824783
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       891.42865, best error:       807.33521 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 104.0395736694s, input_fired_time: 1.3281213045, output_fired_time: 1.3205745220, propagate_forward_time: 37.9790954590, propagate_backward_time: 60.4014434814, weight_update_time: 0.1907340735, other_time: 3.0103378296
epoch time: 8.1861190796s, input_fired_time: 0.1660469472, output_fired_time: 0.0000000000, propagate_forward_time: 7.4822301865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378417969
validation[          , genome  6825] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       847.48236, best error:       807.33521 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.5019760132s, input_fired_time: 1.3173170090, output_fired_time: 1.3205491304, propagate_forward_time: 37.6178855896, propagate_backward_time: 60.2546310425, weight_update_time: 0.1916334480, other_time: 2.9915962219
epoch time: 8.3283758163s, input_fired_time: 0.1695380658, output_fired_time: 0.0000000000, propagate_forward_time: 7.6162419319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425953865
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       853.02881, best error:       807.33521 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 102.7865524292s, input_fired_time: 1.3220150471, output_fired_time: 1.3158439398, propagate_forward_time: 37.4328842163, propagate_backward_time: 59.7204132080, weight_update_time: 0.1909878552, other_time: 2.9953994751
epoch time: 8.1302061081s, input_fired_time: 0.1655901819, output_fired_time: 0.0000000000, propagate_forward_time: 7.4319753647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326404572
validation[          , genome  6825] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       986.61194, best error:       807.33521 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 102.9850997925s, input_fired_time: 1.3112910986, output_fired_time: 1.3101955652, propagate_forward_time: 37.3474044800, propagate_backward_time: 60.0158538818, weight_update_time: 0.1909286231, other_time: 3.0003509521
epoch time: 8.1464529037s, input_fired_time: 0.1662587821, output_fired_time: 0.0000000000, propagate_forward_time: 7.4489126205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312814713
validation[          , genome  6825] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       894.17719, best error:       807.33521 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.5289840698s, input_fired_time: 1.3174650669, output_fired_time: 1.3109161854, propagate_forward_time: 37.7353782654, propagate_backward_time: 60.1609115601, weight_update_time: 0.1930375695, other_time: 3.0043144226
epoch time: 8.3112106323s, input_fired_time: 0.1682460904, output_fired_time: 0.0000000000, propagate_forward_time: 7.6018481255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411162376
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       843.35846, best error:       807.33521 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.9323425293s, input_fired_time: 1.3263517618, output_fired_time: 1.3193448782, propagate_forward_time: 37.8898849487, propagate_backward_time: 60.4041328430, weight_update_time: 0.1914907992, other_time: 2.9926261902
epoch time: 8.3131961823s, input_fired_time: 0.1713725477, output_fired_time: 0.0000000000, propagate_forward_time: 7.6007046700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411190987
validation[          , genome  6825] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       842.16650, best error:       807.33521 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 104.0181274414s, input_fired_time: 1.3254096508, output_fired_time: 1.3209344149, propagate_forward_time: 37.7382507324, propagate_backward_time: 60.6317520142, weight_update_time: 0.1915719956, other_time: 3.0017776489
epoch time: 8.1737613678s, input_fired_time: 0.1651222557, output_fired_time: 0.0000000000, propagate_forward_time: 7.4716725349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369668007
validation[          , genome  6825] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:       961.29596, best error:       807.33521 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 102.7932815552s, input_fired_time: 1.3171867132, output_fired_time: 1.3142700195, propagate_forward_time: 37.4618797302, propagate_backward_time: 59.7036705017, weight_update_time: 0.1908651292, other_time: 2.9962768555
epoch time: 8.3162145615s, input_fired_time: 0.1668910086, output_fired_time: 0.0000000000, propagate_forward_time: 7.6074533463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418701172
validation[          , genome  6825] predictions:    9752/  10000 (97.52%), best:    9746/10000 (97.46%), error:       829.24622, best error:       807.33521 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.0966720581s, input_fired_time: 1.3179254532, output_fired_time: 1.3222590685, propagate_forward_time: 37.4290847778, propagate_backward_time: 60.0308113098, weight_update_time: 0.1917228699, other_time: 2.9965934753
epoch time: 8.1959371567s, input_fired_time: 0.1698006839, output_fired_time: 0.0000000000, propagate_forward_time: 7.4952058792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309305191
validation[          , genome  6825] predictions:    9655/  10000 (96.55%), best:    9746/10000 (97.46%), error:      1068.10400, best error:       807.33521 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.7331008911s, input_fired_time: 1.3188381195, output_fired_time: 1.3096910715, propagate_forward_time: 37.3847045898, propagate_backward_time: 59.7450180054, weight_update_time: 0.1903752387, other_time: 2.9748458862
epoch time: 8.0178871155s, input_fired_time: 0.1661283970, output_fired_time: 0.0000000000, propagate_forward_time: 7.3117775917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399813652
validation[          , genome  6825] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       905.03467, best error:       807.33521 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.1666870117s, input_fired_time: 1.3208007813, output_fired_time: 1.3136258125, propagate_forward_time: 37.5739059448, propagate_backward_time: 59.9764480591, weight_update_time: 0.1948355734, other_time: 2.9819030762
epoch time: 7.9575605392s, input_fired_time: 0.1614762694, output_fired_time: 0.0000000000, propagate_forward_time: 7.2799272537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161571503
validation[          , genome  6825] predictions:    9662/  10000 (96.62%), best:    9746/10000 (97.46%), error:      1106.04968, best error:       807.33521 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 102.3527069092s, input_fired_time: 1.3087065220, output_fired_time: 1.3001530170, propagate_forward_time: 37.2763481140, propagate_backward_time: 59.4858779907, weight_update_time: 0.1895240694, other_time: 2.9816169739
epoch time: 8.1956424713s, input_fired_time: 0.1641294956, output_fired_time: 0.0000000000, propagate_forward_time: 7.4902839661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412292480
validation[          , genome  6825] predictions:    9703/  10000 (97.03%), best:    9746/10000 (97.46%), error:       961.93945, best error:       807.33521 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.8930358887s, input_fired_time: 1.3117313385, output_fired_time: 1.2957108021, propagate_forward_time: 37.0718154907, propagate_backward_time: 59.2227783203, weight_update_time: 0.1925473213, other_time: 2.9910049438
epoch time: 8.1522378922s, input_fired_time: 0.1680431366, output_fired_time: 0.0000000000, propagate_forward_time: 7.4430270195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411677361
validation[          , genome  6825] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       908.74988, best error:       807.33521 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.3949813843s, input_fired_time: 1.2998664379, output_fired_time: 1.2898173332, propagate_forward_time: 37.0145530701, propagate_backward_time: 58.8456039429, weight_update_time: 0.1868821830, other_time: 2.9451408386
epoch time: 7.7492103577s, input_fired_time: 0.1619062573, output_fired_time: 0.0000000000, propagate_forward_time: 7.0661778450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211262703
validation[          , genome  6825] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       906.78961, best error:       807.33521 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.3421478271s, input_fired_time: 1.3209594488, output_fired_time: 1.3098900318, propagate_forward_time: 37.6513175964, propagate_backward_time: 60.0541687012, weight_update_time: 0.1932329088, other_time: 3.0058097839
epoch time: 8.1677675247s, input_fired_time: 0.1688004285, output_fired_time: 0.0000000000, propagate_forward_time: 7.4647345543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342326164
validation[          , genome  6825] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       868.66919, best error:       807.33521 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.4691619873s, input_fired_time: 1.3181269169, output_fired_time: 1.3137117624, propagate_forward_time: 37.6245727539, propagate_backward_time: 60.2135963440, weight_update_time: 0.1910011768, other_time: 2.9991493225
epoch time: 8.0696458817s, input_fired_time: 0.1679829508, output_fired_time: 0.0000000000, propagate_forward_time: 7.3586421013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430207253
validation[          , genome  6825] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       881.86237, best error:       807.33521 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.2638397217s, input_fired_time: 1.3111326694, output_fired_time: 1.3104404211, propagate_forward_time: 37.5524101257, propagate_backward_time: 60.1135063171, weight_update_time: 0.1934203953, other_time: 2.9763488770
epoch time: 8.0329980850s, input_fired_time: 0.1647888124, output_fired_time: 0.0000000000, propagate_forward_time: 7.3461890221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220203400
validation[          , genome  6825] predictions:    9684/  10000 (96.84%), best:    9746/10000 (97.46%), error:       990.99615, best error:       807.33521 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.2863845825s, input_fired_time: 1.3182320595, output_fired_time: 1.3041865826, propagate_forward_time: 37.2799491882, propagate_backward_time: 59.3999977112, weight_update_time: 0.1913061589, other_time: 2.9840240479
epoch time: 8.2239208221s, input_fired_time: 0.1716807187, output_fired_time: 0.0000000000, propagate_forward_time: 7.5241932869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280470848
validation[          , genome  6825] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       974.09619, best error:       807.33521 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.4982299805s, input_fired_time: 1.3251558542, output_fired_time: 1.3128881454, propagate_forward_time: 37.6738433838, propagate_backward_time: 60.1938095093, weight_update_time: 0.1899893135, other_time: 2.9925308228
epoch time: 8.5417213440s, input_fired_time: 0.1747854501, output_fired_time: 0.0000000000, propagate_forward_time: 7.8217144012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452213287
validation[          , genome  6825] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       831.91815, best error:       807.33521 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 102.4778823853s, input_fired_time: 1.3252793550, output_fired_time: 1.3099191189, propagate_forward_time: 37.2617607117, propagate_backward_time: 59.6054344177, weight_update_time: 0.1896189898, other_time: 2.9754867554
epoch time: 8.3381156921s, input_fired_time: 0.1716255248, output_fired_time: 0.0000000000, propagate_forward_time: 7.6206984520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457921028
validation[          , genome  6825] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       972.82202, best error:       807.33521 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.2480163574s, input_fired_time: 1.3249440193, output_fired_time: 1.3342543840, propagate_forward_time: 38.0918579102, propagate_backward_time: 60.5025863647, weight_update_time: 0.1928319186, other_time: 2.9943771362
epoch time: 8.0774374008s, input_fired_time: 0.1686454415, output_fired_time: 0.0000000000, propagate_forward_time: 7.3814287186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273633003
validation[          , genome  6825] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       860.47717, best error:       807.33521 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.5369262695s, input_fired_time: 1.3249808550, output_fired_time: 1.3171379566, propagate_forward_time: 37.8442840576, propagate_backward_time: 60.0740318298, weight_update_time: 0.1918723583, other_time: 2.9764900208
epoch time: 8.2269906998s, input_fired_time: 0.1684518158, output_fired_time: 0.0000000000, propagate_forward_time: 7.5204472542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380911827
validation[          , genome  6825] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       881.41254, best error:       807.33521 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 101.5945434570s, input_fired_time: 1.3075476885, output_fired_time: 1.2875205278, propagate_forward_time: 36.8894348145, propagate_backward_time: 59.1650543213, weight_update_time: 0.1901696622, other_time: 2.9449844360
epoch time: 8.2463483810s, input_fired_time: 0.1686823815, output_fired_time: 0.0000000000, propagate_forward_time: 7.5413980484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362682343
validation[          , genome  6825] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       894.93274, best error:       807.33521 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 104.0849533081s, input_fired_time: 1.3273472786, output_fired_time: 1.3280600309, propagate_forward_time: 37.8988227844, propagate_backward_time: 60.5267753601, weight_update_time: 0.1952483505, other_time: 3.0039520264
epoch time: 8.3309173584s, input_fired_time: 0.1680489480, output_fired_time: 0.0000000000, propagate_forward_time: 7.6205029488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423655510
validation[          , genome  6825] predictions:    9680/  10000 (96.80%), best:    9746/10000 (97.46%), error:      1034.57471, best error:       807.33521 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 103.9705505371s, input_fired_time: 1.3269037008, output_fired_time: 1.3210691214, propagate_forward_time: 37.9479942322, propagate_backward_time: 60.3609313965, weight_update_time: 0.1942844689, other_time: 3.0136528015
epoch time: 8.2507896423s, input_fired_time: 0.1702490449, output_fired_time: 0.0000000000, propagate_forward_time: 7.5392394066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413012505
validation[          , genome  6825] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       994.97906, best error:       807.33521 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.2221832275s, input_fired_time: 1.3245197535, output_fired_time: 1.3121368885, propagate_forward_time: 37.4923973083, propagate_backward_time: 60.1007041931, weight_update_time: 0.1915176362, other_time: 2.9924316406
epoch time: 8.3529167175s, input_fired_time: 0.1693479568, output_fired_time: 0.0000000000, propagate_forward_time: 7.6288352013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547337532
validation[          , genome  6825] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       890.59729, best error:       807.33521 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.2095794678s, input_fired_time: 1.3225027323, output_fired_time: 1.3192385435, propagate_forward_time: 37.4190025330, propagate_backward_time: 60.1490402222, weight_update_time: 0.1915087253, other_time: 2.9997978210
epoch time: 7.9259190559s, input_fired_time: 0.1650140285, output_fired_time: 0.0000000000, propagate_forward_time: 7.2403688431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205364227
validation[          , genome  6825] predictions:    9636/  10000 (96.36%), best:    9746/10000 (97.46%), error:      1219.73279, best error:       807.33521 on epoch:    71, 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: 41.0846939087s, input_fired_time: 0.8434124589, output_fired_time: 0.0000000000, propagate_forward_time: 37.5001411438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7411384583
best training[          , genome  6825] predictions:   49594/  50000 (99.19%), best:    9746/10000 (97.46%), error:      1588.08728, best error:       807.33521 on epoch:    71, 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: 8.1702661514s, input_fired_time: 0.1676981002, output_fired_time: 0.0000000000, propagate_forward_time: 7.4658732414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366950035
   testing[          , genome  6825] predictions:    9795/  10000 (97.95%), best:    9746/10000 (97.46%), error:       721.18286, best error:       807.33521 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:53:22 (304): called boinc_finish(0)

</stderr_txt>
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