Nameexact_genome_1512568488_43_6618_1
Workunit2604364
Created7 Dec 2017, 20:54:53 UTC
Sent7 Dec 2017, 21:01:34 UTC
Report deadline17 Dec 2017, 6:14:55 UTC
Received8 Dec 2017, 11:13:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time4 hours 29 min 18 sec
CPU time4 hours 25 min 41 sec
Validate stateValid
Credit2,346.07
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.60 MB
Peak swap size152.36 MB
Peak disk usage1.14 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
98, weight_update_time: 0.1985299736, other_time: 3.8668289185
epoch time: 12.3639898300s, input_fired_time: 0.1679403335, output_fired_time: 0.0000000000, propagate_forward_time: 11.4623317719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7337179184
validation[          , genome  6618] predictions:    9662/  10000 (96.62%), best:    9680/10000 (96.80%), error:      1142.03906, best error:      1041.87646 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 146.7250671387s, input_fired_time: 1.5158079863, output_fired_time: 1.1309392452, propagate_forward_time: 57.0247230530, propagate_backward_time: 82.9374160767, weight_update_time: 0.2037123442, other_time: 4.1161880493
epoch time: 12.2188262939s, input_fired_time: 0.1723476499, output_fired_time: 0.0000000000, propagate_forward_time: 11.3246603012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7218179703
validation[          , genome  6618] predictions:    9612/  10000 (96.12%), best:    9680/10000 (96.80%), error:      1249.11536, best error:      1041.87646 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.5880432129s, input_fired_time: 1.4953743219, output_fired_time: 1.1207902431, propagate_forward_time: 56.9478759766, propagate_backward_time: 83.1937255859, weight_update_time: 0.1964975446, other_time: 3.8302764893
epoch time: 12.2258872986s, input_fired_time: 0.1661283374, output_fired_time: 0.0000000000, propagate_forward_time: 11.3979606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617984772
validation[          , genome  6618] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1032.74573, best error:      1032.74573 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 146.7250061035s, input_fired_time: 1.4926460981, output_fired_time: 1.1293022633, propagate_forward_time: 57.2610588074, propagate_backward_time: 83.0564270020, weight_update_time: 0.1956829727, other_time: 3.7855682373
epoch time: 12.2515001297s, input_fired_time: 0.1679734588, output_fired_time: 0.0000000000, propagate_forward_time: 11.3912515640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922750473
validation[          , genome  6618] predictions:    9682/  10000 (96.82%), best:    9678/10000 (96.78%), error:      1075.38611, best error:      1032.74573 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.2821655273s, input_fired_time: 1.5100133419, output_fired_time: 1.1184221506, propagate_forward_time: 56.5619583130, propagate_backward_time: 83.3406753540, weight_update_time: 0.1974167079, other_time: 3.7510986328
epoch time: 12.2766370773s, input_fired_time: 0.1722785980, output_fired_time: 0.0000000000, propagate_forward_time: 11.4259262085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784324646
validation[          , genome  6618] predictions:    9667/  10000 (96.67%), best:    9678/10000 (96.78%), error:      1099.04858, best error:      1032.74573 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 145.5851287842s, input_fired_time: 1.4641083479, output_fired_time: 1.0770750046, propagate_forward_time: 56.2701530457, propagate_backward_time: 83.1180801392, weight_update_time: 0.1941675395, other_time: 3.6557083130
epoch time: 12.0621471405s, input_fired_time: 0.1609997004, output_fired_time: 0.0000000000, propagate_forward_time: 11.2658824921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352653503
validation[          , genome  6618] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1023.38513, best error:      1023.38513 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 145.5159912109s, input_fired_time: 1.4773646593, output_fired_time: 1.0826584101, propagate_forward_time: 56.3741989136, propagate_backward_time: 82.9278945923, weight_update_time: 0.1956706643, other_time: 3.6538696289
epoch time: 12.1928949356s, input_fired_time: 0.1677338183, output_fired_time: 0.0000000000, propagate_forward_time: 11.3548126221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703481674
validation[          , genome  6618] predictions:    9671/  10000 (96.71%), best:    9703/10000 (97.03%), error:      1069.72400, best error:      1023.38513 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.2492523193s, input_fired_time: 1.4959208965, output_fired_time: 1.1307735443, propagate_forward_time: 56.8561553955, propagate_backward_time: 82.9753799438, weight_update_time: 0.2135676593, other_time: 3.7910232544
epoch time: 12.2449331284s, input_fired_time: 0.1689879149, output_fired_time: 0.0000000000, propagate_forward_time: 11.3924312592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835136414
validation[          , genome  6618] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       961.72913, best error:       961.72913 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.5828857422s, input_fired_time: 1.5449810028, output_fired_time: 1.1028759480, propagate_forward_time: 56.8446846008, propagate_backward_time: 83.2481231689, weight_update_time: 0.2011554539, other_time: 3.8422241211
epoch time: 12.1733474731s, input_fired_time: 0.1713174880, output_fired_time: 0.0000000000, propagate_forward_time: 11.3157949448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862354279
validation[          , genome  6618] predictions:    9673/  10000 (96.73%), best:    9718/10000 (97.18%), error:      1075.95618, best error:       961.72913 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 146.9239959717s, input_fired_time: 1.5138047934, output_fired_time: 1.1213992834, propagate_forward_time: 56.9948081970, propagate_backward_time: 83.5562744141, weight_update_time: 0.1993959099, other_time: 3.7377014160
epoch time: 12.2285652161s, input_fired_time: 0.1720343232, output_fired_time: 0.0000000000, propagate_forward_time: 11.3806467056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758842468
validation[          , genome  6618] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       947.62402, best error:       947.62402 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.2854003906s, input_fired_time: 1.4992552996, output_fired_time: 1.1227846146, propagate_forward_time: 56.7587394714, propagate_backward_time: 83.0292282104, weight_update_time: 0.1987719685, other_time: 3.8753890991
epoch time: 12.1899480820s, input_fired_time: 0.1668649614, output_fired_time: 0.0000000000, propagate_forward_time: 11.3422861099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6807966232
validation[          , genome  6618] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       921.28741, best error:       921.28741 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 147.0860443115s, input_fired_time: 1.5595320463, output_fired_time: 1.1314874887, propagate_forward_time: 56.9781837463, propagate_backward_time: 83.5573043823, weight_update_time: 0.2161400467, other_time: 3.8595504761
epoch time: 12.3586826324s, input_fired_time: 0.1737622768, output_fired_time: 0.0000000000, propagate_forward_time: 11.5086927414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762275696
validation[          , genome  6618] predictions:    9735/  10000 (97.35%), best:    9730/10000 (97.30%), error:       931.05914, best error:       921.28741 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.8929748535s, input_fired_time: 1.5986396074, output_fired_time: 1.1075359583, propagate_forward_time: 56.5301818848, propagate_backward_time: 83.8605194092, weight_update_time: 0.1975231022, other_time: 3.7961120605
epoch time: 12.2830734253s, input_fired_time: 0.1696401685, output_fired_time: 0.0000000000, propagate_forward_time: 11.4304103851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830224991
validation[          , genome  6618] predictions:    9723/  10000 (97.23%), best:    9730/10000 (97.30%), error:       925.28577, best error:       921.28741 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 147.3288879395s, input_fired_time: 1.5098888874, output_fired_time: 1.1366989613, propagate_forward_time: 57.1831283569, propagate_backward_time: 83.7437438965, weight_update_time: 0.1992705017, other_time: 3.7554244995
epoch time: 12.3837900162s, input_fired_time: 0.1700472683, output_fired_time: 0.0000000000, propagate_forward_time: 11.5412378311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725053787
validation[          , genome  6618] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       918.14508, best error:       918.14508 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 147.0027618408s, input_fired_time: 1.5644884109, output_fired_time: 1.1353821754, propagate_forward_time: 56.9325141907, propagate_backward_time: 83.5802688599, weight_update_time: 0.1994181424, other_time: 3.7901229858
epoch time: 12.2842140198s, input_fired_time: 0.1691905707, output_fired_time: 0.0000000000, propagate_forward_time: 11.4485092163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665143967
validation[          , genome  6618] predictions:    9626/  10000 (96.26%), best:    9756/10000 (97.56%), error:      1230.46375, best error:       918.14508 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.5992279053s, input_fired_time: 1.5112115145, output_fired_time: 1.1303689480, propagate_forward_time: 56.8158187866, propagate_backward_time: 83.3912200928, weight_update_time: 0.1964499652, other_time: 3.7506027222
epoch time: 12.2508029938s, input_fired_time: 0.1704141498, output_fired_time: 0.0000000000, propagate_forward_time: 11.3829107285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974782944
validation[          , genome  6618] predictions:    9673/  10000 (96.73%), best:    9756/10000 (97.56%), error:      1088.24060, best error:       918.14508 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.1912689209s, input_fired_time: 1.5122442245, output_fired_time: 1.1190402508, propagate_forward_time: 57.0290565491, propagate_backward_time: 83.7023086548, weight_update_time: 0.2101375461, other_time: 3.8286361694
epoch time: 12.2641487122s, input_fired_time: 0.1684288383, output_fired_time: 0.0000000000, propagate_forward_time: 11.4326038361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631164551
validation[          , genome  6618] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:       936.86188, best error:       918.14508 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.6511993408s, input_fired_time: 1.5247435570, output_fired_time: 1.1203271151, propagate_forward_time: 56.5616264343, propagate_backward_time: 83.6425018311, weight_update_time: 0.2032423317, other_time: 3.8019866943
epoch time: 12.4210052490s, input_fired_time: 0.1693626791, output_fired_time: 0.0000000000, propagate_forward_time: 11.5452308655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064113617
validation[          , genome  6618] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:      1005.94098, best error:       918.14508 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.6304473877s, input_fired_time: 1.5007317066, output_fired_time: 1.1207543612, propagate_forward_time: 56.6289443970, propagate_backward_time: 83.5667648315, weight_update_time: 0.1975314766, other_time: 3.8132476807
epoch time: 12.4122724533s, input_fired_time: 0.1695687622, output_fired_time: 0.0000000000, propagate_forward_time: 11.5805082321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621952057
validation[          , genome  6618] predictions:    9687/  10000 (96.87%), best:    9756/10000 (97.56%), error:      1014.27094, best error:       918.14508 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 147.3307800293s, input_fired_time: 1.5144960880, output_fired_time: 1.1333364248, propagate_forward_time: 56.9815101624, propagate_backward_time: 83.9484024048, weight_update_time: 0.2019353211, other_time: 3.7530441284
epoch time: 12.2966699600s, input_fired_time: 0.1705219746, output_fired_time: 0.0000000000, propagate_forward_time: 11.4234495163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7026987076
validation[          , genome  6618] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       916.07642, best error:       916.07642 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.2573852539s, input_fired_time: 1.5244916677, output_fired_time: 1.1455962658, propagate_forward_time: 57.0366363525, propagate_backward_time: 83.7260665894, weight_update_time: 0.1984726936, other_time: 3.8245925903
epoch time: 12.3816547394s, input_fired_time: 0.1702586263, output_fired_time: 0.0000000000, propagate_forward_time: 11.5468578339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645383835
validation[          , genome  6618] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       937.81244, best error:       916.07642 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.6833648682s, input_fired_time: 1.5108709335, output_fired_time: 1.1147627831, propagate_forward_time: 56.8724365234, propagate_backward_time: 83.3362655640, weight_update_time: 0.1990370005, other_time: 3.8490371704
epoch time: 12.2986993790s, input_fired_time: 0.1735972464, output_fired_time: 0.0000000000, propagate_forward_time: 11.4415655136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835365295
validation[          , genome  6618] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1045.13989, best error:       916.07642 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.6694488525s, input_fired_time: 1.5216705799, output_fired_time: 1.1076596975, propagate_forward_time: 56.6223068237, propagate_backward_time: 83.5216751099, weight_update_time: 0.1984973699, other_time: 3.8961334229
epoch time: 12.3274898529s, input_fired_time: 0.1723171920, output_fired_time: 0.0000000000, propagate_forward_time: 11.4701433182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850290298
validation[          , genome  6618] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       943.73096, best error:       916.07642 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.2090759277s, input_fired_time: 1.5144813061, output_fired_time: 1.1355054379, propagate_forward_time: 57.1814041138, propagate_backward_time: 83.6475143433, weight_update_time: 0.1994944811, other_time: 3.7301788330
epoch time: 12.3279151917s, input_fired_time: 0.1758372635, output_fired_time: 0.0000000000, propagate_forward_time: 11.4750747681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770029068
validation[          , genome  6618] predictions:    9723/  10000 (97.23%), best:    9724/10000 (97.24%), error:       952.67365, best error:       916.07642 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.4144744873s, input_fired_time: 1.5299016237, output_fired_time: 1.1240532398, propagate_forward_time: 56.6828918457, propagate_backward_time: 83.3034591675, weight_update_time: 0.2013788670, other_time: 3.7741622925
epoch time: 12.3240022659s, input_fired_time: 0.1754478961, output_fired_time: 0.0000000000, propagate_forward_time: 11.4620885849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864662170
validation[          , genome  6618] predictions:    9718/  10000 (97.18%), best:    9724/10000 (97.24%), error:       977.82739, best error:       916.07642 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 146.6742095947s, input_fired_time: 1.5123168230, output_fired_time: 1.1209919453, propagate_forward_time: 56.7327499390, propagate_backward_time: 83.5408172607, weight_update_time: 0.1968700290, other_time: 3.7673416138
epoch time: 12.2751598358s, input_fired_time: 0.1710397154, output_fired_time: 0.0000000000, propagate_forward_time: 11.4268760681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772441864
validation[          , genome  6618] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1035.61584, best error:       916.07642 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 147.3975677490s, input_fired_time: 1.5110985041, output_fired_time: 1.1105480194, propagate_forward_time: 56.9835510254, propagate_backward_time: 83.9786834717, weight_update_time: 0.2007058114, other_time: 3.8136901855
epoch time: 12.3753376007s, input_fired_time: 0.1716881692, output_fired_time: 0.0000000000, propagate_forward_time: 11.5351943970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684551239
validation[          , genome  6618] predictions:    9697/  10000 (96.97%), best:    9724/10000 (97.24%), error:      1010.76434, best error:       916.07642 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.5051269531s, input_fired_time: 1.5199458599, output_fired_time: 1.1552133560, propagate_forward_time: 56.8024864197, propagate_backward_time: 83.1878509521, weight_update_time: 0.2003943771, other_time: 3.8396301270
epoch time: 12.3656425476s, input_fired_time: 0.1733431667, output_fired_time: 0.0000000000, propagate_forward_time: 11.5118627548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804370880
validation[          , genome  6618] predictions:    9710/  10000 (97.10%), best:    9724/10000 (97.24%), error:       954.29974, best error:       916.07642 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.9689483643s, input_fired_time: 1.5315430164, output_fired_time: 1.1261223555, propagate_forward_time: 56.6019058228, propagate_backward_time: 83.7323150635, weight_update_time: 0.2819668949, other_time: 3.9770584106
epoch time: 12.2568044662s, input_fired_time: 0.1719298959, output_fired_time: 0.0000000000, propagate_forward_time: 11.4146623611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702117920
validation[          , genome  6618] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       953.13007, best error:       916.07642 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 146.6746063232s, input_fired_time: 1.5197367668, output_fired_time: 1.1191748381, propagate_forward_time: 57.0079002380, propagate_backward_time: 83.2981719971, weight_update_time: 0.1987423748, other_time: 3.7296295166
epoch time: 12.2110519409s, input_fired_time: 0.1747062653, output_fired_time: 0.0000000000, propagate_forward_time: 11.3694725037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668729782
validation[          , genome  6618] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       799.35742, best error:       799.35742 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 147.0823364258s, input_fired_time: 1.5414432287, output_fired_time: 1.1318366528, propagate_forward_time: 57.0313682556, propagate_backward_time: 83.6375732422, weight_update_time: 0.1975510120, other_time: 3.7401123047
epoch time: 12.2772960663s, input_fired_time: 0.1726467758, output_fired_time: 0.0000000000, propagate_forward_time: 11.4082489014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964006424
validation[          , genome  6618] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       844.12671, best error:       799.35742 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.5610656738s, input_fired_time: 1.5645079613, output_fired_time: 1.1138641834, propagate_forward_time: 56.8876113892, propagate_backward_time: 83.2504348755, weight_update_time: 0.1977352649, other_time: 3.7446441650
epoch time: 12.4136981964s, input_fired_time: 0.1708888113, output_fired_time: 0.0000000000, propagate_forward_time: 11.5517377853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910715103
validation[          , genome  6618] predictions:    9722/  10000 (97.22%), best:    9765/10000 (97.65%), error:       904.91333, best error:       799.35742 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 147.4109802246s, input_fired_time: 1.5193126202, output_fired_time: 1.1495484114, propagate_forward_time: 57.1497154236, propagate_backward_time: 83.8410110474, weight_update_time: 0.2026041299, other_time: 3.7513809204
epoch time: 12.1687784195s, input_fired_time: 0.1718842089, output_fired_time: 0.0000000000, propagate_forward_time: 11.3274641037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694297791
validation[          , genome  6618] predictions:    9730/  10000 (97.30%), best:    9765/10000 (97.65%), error:       908.73743, best error:       799.35742 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 146.4148406982s, input_fired_time: 1.5107089281, output_fired_time: 1.1190116405, propagate_forward_time: 56.6296958923, propagate_backward_time: 83.4031677246, weight_update_time: 0.1996144652, other_time: 3.7522430420
epoch time: 12.3728942871s, input_fired_time: 0.1752847731, output_fired_time: 0.0000000000, propagate_forward_time: 11.5067453384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908645630
validation[          , genome  6618] predictions:    9735/  10000 (97.35%), best:    9765/10000 (97.65%), error:       883.38489, best error:       799.35742 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.4530639648s, input_fired_time: 1.5583779812, output_fired_time: 1.1529976130, propagate_forward_time: 58.4027938843, propagate_backward_time: 85.2339630127, weight_update_time: 0.2009657174, other_time: 4.1049270630
epoch time: 12.4245672226s, input_fired_time: 0.1728695333, output_fired_time: 0.0000000000, propagate_forward_time: 11.3824234009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8692741394
validation[          , genome  6618] predictions:    9678/  10000 (96.78%), best:    9765/10000 (97.65%), error:      1068.52368, best error:       799.35742 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.7902374268s, input_fired_time: 1.5100255013, output_fired_time: 1.1235378981, propagate_forward_time: 56.6870193481, propagate_backward_time: 83.6843719482, weight_update_time: 0.2016638219, other_time: 3.7852859497
epoch time: 12.2488927841s, input_fired_time: 0.1747529805, output_fired_time: 0.0000000000, propagate_forward_time: 11.3865995407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875400543
validation[          , genome  6618] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       901.68512, best error:       799.35742 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 146.7635650635s, input_fired_time: 1.5513011217, output_fired_time: 1.1146582365, propagate_forward_time: 56.7943496704, propagate_backward_time: 83.5598754883, weight_update_time: 0.1991682053, other_time: 3.7433853149
epoch time: 12.3322296143s, input_fired_time: 0.1726772785, output_fired_time: 0.0000000000, propagate_forward_time: 11.4865417480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730108261
validation[          , genome  6618] predictions:    9748/  10000 (97.48%), best:    9765/10000 (97.65%), error:       843.27063, best error:       799.35742 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.2689819336s, input_fired_time: 1.5175703764, output_fired_time: 1.1230839491, propagate_forward_time: 57.2258529663, propagate_backward_time: 83.5779724121, weight_update_time: 0.2090664655, other_time: 3.8245162964
epoch time: 12.2492418289s, input_fired_time: 0.1891363412, output_fired_time: 0.0000000000, propagate_forward_time: 11.3742952347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858100891
validation[          , genome  6618] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       876.77197, best error:       799.35742 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.0068054199s, input_fired_time: 1.5395311117, output_fired_time: 1.1227867603, propagate_forward_time: 56.8975410461, propagate_backward_time: 83.6285705566, weight_update_time: 0.2003659159, other_time: 3.8183746338
epoch time: 12.1667947769s, input_fired_time: 0.1731475145, output_fired_time: 0.0000000000, propagate_forward_time: 11.3202295303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734180450
validation[          , genome  6618] predictions:    9672/  10000 (96.72%), best:    9765/10000 (97.65%), error:      1122.76831, best error:       799.35742 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 147.3081970215s, input_fired_time: 1.5438483953, output_fired_time: 1.1496891975, propagate_forward_time: 57.0648536682, propagate_backward_time: 83.7648620605, weight_update_time: 0.2138951719, other_time: 3.7849426270
epoch time: 12.3312587738s, input_fired_time: 0.1736115217, output_fired_time: 0.0000000000, propagate_forward_time: 11.4528474808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7047996521
validation[          , genome  6618] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       863.08905, best error:       799.35742 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.7232360840s, input_fired_time: 1.5507901907, output_fired_time: 1.1323791742, propagate_forward_time: 57.0633926392, propagate_backward_time: 83.1604385376, weight_update_time: 0.2348052114, other_time: 3.8162231445
epoch time: 12.2595653534s, input_fired_time: 0.1768966615, output_fired_time: 0.0000000000, propagate_forward_time: 11.4037942886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788740158
validation[          , genome  6618] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       871.52490, best error:       799.35742 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 146.7522277832s, input_fired_time: 1.5140292645, output_fired_time: 1.1256227493, propagate_forward_time: 56.8070487976, propagate_backward_time: 83.5078353882, weight_update_time: 0.1990393996, other_time: 3.7976913452
epoch time: 12.3307847977s, input_fired_time: 0.1753911078, output_fired_time: 0.0000000000, propagate_forward_time: 11.4716310501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837625504
validation[          , genome  6618] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       815.04834, best error:       799.35742 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.3058776855s, input_fired_time: 1.5069428682, output_fired_time: 1.1072613001, propagate_forward_time: 56.7353897095, propagate_backward_time: 83.2270965576, weight_update_time: 0.1985151619, other_time: 3.7291946411
epoch time: 12.3448772430s, input_fired_time: 0.1715858430, output_fired_time: 0.0000000000, propagate_forward_time: 11.4533405304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7199506760
validation[          , genome  6618] predictions:    9661/  10000 (96.61%), best:    9765/10000 (97.65%), error:      1074.31946, best error:       799.35742 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.8075866699s, input_fired_time: 1.5875222683, output_fired_time: 1.1030710936, propagate_forward_time: 56.7691802979, propagate_backward_time: 83.5921554565, weight_update_time: 0.1983718574, other_time: 3.7556533813
epoch time: 12.1745119095s, input_fired_time: 0.1724240184, output_fired_time: 0.0000000000, propagate_forward_time: 11.3276767731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744108200
validation[          , genome  6618] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       790.52551, best error:       790.52551 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.5738525391s, input_fired_time: 1.5364480019, output_fired_time: 1.1561814547, propagate_forward_time: 56.6080780029, propagate_backward_time: 83.5258636475, weight_update_time: 0.1996707916, other_time: 3.7472686768
epoch time: 12.1841230392s, input_fired_time: 0.1703524739, output_fired_time: 0.0000000000, propagate_forward_time: 11.3430356979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707344055
validation[          , genome  6618] predictions:    9750/  10000 (97.50%), best:    9752/10000 (97.52%), error:       794.89270, best error:       790.52551 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 147.1289215088s, input_fired_time: 1.5637557507, output_fired_time: 1.1068511009, propagate_forward_time: 57.1540184021, propagate_backward_time: 83.5496520996, weight_update_time: 0.1978685111, other_time: 3.7546386719
epoch time: 12.2012138367s, input_fired_time: 0.1739179641, output_fired_time: 0.0000000000, propagate_forward_time: 11.3197898865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075061798
validation[          , genome  6618] predictions:    9732/  10000 (97.32%), best:    9752/10000 (97.52%), error:       865.39722, best error:       790.52551 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.7030639648s, input_fired_time: 1.5031824112, output_fired_time: 1.1122665405, propagate_forward_time: 56.8117675781, propagate_backward_time: 83.5375518799, weight_update_time: 0.1977245063, other_time: 3.7382965088
epoch time: 12.3562631607s, input_fired_time: 0.1743309200, output_fired_time: 0.0000000000, propagate_forward_time: 11.5024976730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794347763
validation[          , genome  6618] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       884.57880, best error:       790.52551 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.8019256592s, input_fired_time: 1.5501209497, output_fired_time: 1.0966887474, propagate_forward_time: 56.6490821838, propagate_backward_time: 83.7642745972, weight_update_time: 0.2003259957, other_time: 3.7417526245
epoch time: 12.2131595612s, input_fired_time: 0.1730170250, output_fired_time: 0.0000000000, propagate_forward_time: 11.3595113754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6806306839
validation[          , genome  6618] predictions:    9751/  10000 (97.51%), best:    9752/10000 (97.52%), error:       801.55597, best error:       790.52551 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.6024017334s, input_fired_time: 1.5089623928, output_fired_time: 1.1070855856, propagate_forward_time: 56.7954139709, propagate_backward_time: 83.4233932495, weight_update_time: 0.2095125020, other_time: 3.7675552368
epoch time: 12.3297328949s, input_fired_time: 0.1727010906, output_fired_time: 0.0000000000, propagate_forward_time: 11.4452362061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117958069
validation[          , genome  6618] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       901.02716, best error:       790.52551 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.0372772217s, input_fired_time: 1.5225341320, output_fired_time: 1.1269605160, propagate_forward_time: 56.9965324402, propagate_backward_time: 83.6434555054, weight_update_time: 0.1992616653, other_time: 3.7477951050
epoch time: 12.1900777817s, input_fired_time: 0.1754197627, output_fired_time: 0.0000000000, propagate_forward_time: 11.3352355957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794223785
validation[          , genome  6618] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       923.53455, best error:       790.52551 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 146.9895935059s, input_fired_time: 1.5320259333, output_fired_time: 1.1303664446, propagate_forward_time: 56.9906616211, propagate_backward_time: 83.5987472534, weight_update_time: 0.2045333087, other_time: 3.7377853394
epoch time: 12.2275266647s, input_fired_time: 0.1717566848, output_fired_time: 0.0000000000, propagate_forward_time: 11.3794708252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762990952
validation[          , genome  6618] predictions:    9732/  10000 (97.32%), best:    9752/10000 (97.52%), error:       887.93829, best error:       790.52551 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.8745880127s, input_fired_time: 1.5165680647, output_fired_time: 1.2133585215, propagate_forward_time: 56.9697189331, propagate_backward_time: 83.4339370728, weight_update_time: 0.1989177167, other_time: 3.7409973145
epoch time: 12.3050937653s, input_fired_time: 0.1729908288, output_fired_time: 0.0000000000, propagate_forward_time: 11.4510478973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810550690
validation[          , genome  6618] predictions:    9767/  10000 (97.67%), best:    9752/10000 (97.52%), error:       817.99896, best error:       790.52551 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 147.1588134766s, input_fired_time: 1.5174124241, output_fired_time: 1.1293296814, propagate_forward_time: 56.9314956665, propagate_backward_time: 83.8216552734, weight_update_time: 0.2247639745, other_time: 3.7589187622
epoch time: 12.2486295700s, input_fired_time: 0.1736070067, output_fired_time: 0.0000000000, propagate_forward_time: 11.4016494751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733732224
validation[          , genome  6618] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       821.62091, best error:       790.52551 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 147.0858001709s, input_fired_time: 1.5316823721, output_fired_time: 1.1182013750, propagate_forward_time: 56.9081840515, propagate_backward_time: 83.7732162476, weight_update_time: 0.2020647526, other_time: 3.7545242310
epoch time: 12.1993923187s, input_fired_time: 0.1733839214, output_fired_time: 0.0000000000, propagate_forward_time: 11.3476810455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6783275604
validation[          , genome  6618] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       990.07648, best error:       790.52551 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.6620178223s, input_fired_time: 1.5907340050, output_fired_time: 1.1100702286, propagate_forward_time: 56.8965415955, propagate_backward_time: 83.3001251221, weight_update_time: 0.1983295530, other_time: 3.7645416260
epoch time: 12.1554021835s, input_fired_time: 0.1749163717, output_fired_time: 0.0000000000, propagate_forward_time: 11.3019533157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6785326004
validation[          , genome  6618] predictions:    9749/  10000 (97.49%), best:    9752/10000 (97.52%), error:       874.64764, best error:       790.52551 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 147.3470764160s, input_fired_time: 1.5271072388, output_fired_time: 1.1097527742, propagate_forward_time: 57.0127029419, propagate_backward_time: 83.9542694092, weight_update_time: 0.1993439943, other_time: 3.7432479858
epoch time: 12.3401060104s, input_fired_time: 0.1743980348, output_fired_time: 0.0000000000, propagate_forward_time: 11.4805984497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851091385
validation[          , genome  6618] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       903.15454, best error:       790.52551 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.8805694580s, input_fired_time: 1.6216967106, output_fired_time: 1.1177188158, propagate_forward_time: 57.1046142578, propagate_backward_time: 83.3031158447, weight_update_time: 0.2000564486, other_time: 3.7334136963
epoch time: 12.2654285431s, input_fired_time: 0.1737593859, output_fired_time: 0.0000000000, propagate_forward_time: 11.4150133133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766557693
validation[          , genome  6618] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       767.02936, best error:       767.02936 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.9329223633s, input_fired_time: 1.5322294235, output_fired_time: 1.1121315956, propagate_forward_time: 56.7131233215, propagate_backward_time: 83.8258895874, weight_update_time: 0.1990782171, other_time: 3.7495498657
epoch time: 12.4484043121s, input_fired_time: 0.1741784364, output_fired_time: 0.0000000000, propagate_forward_time: 11.5411987305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330274582
validation[          , genome  6618] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       817.40186, best error:       767.02936 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 146.8039703369s, input_fired_time: 1.5632590055, output_fired_time: 1.1166676283, propagate_forward_time: 56.9816894531, propagate_backward_time: 83.4302520752, weight_update_time: 0.1969743222, other_time: 3.7120971680
epoch time: 12.4975814819s, input_fired_time: 0.2072051167, output_fired_time: 0.0000000000, propagate_forward_time: 11.6085586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818180084
validation[          , genome  6618] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       921.70990, best error:       767.02936 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.9166564941s, input_fired_time: 1.5486034155, output_fired_time: 1.2009257078, propagate_forward_time: 57.1113815308, propagate_backward_time: 83.2248916626, weight_update_time: 0.1965285391, other_time: 3.8308563232
epoch time: 12.3124704361s, input_fired_time: 0.1755372286, output_fired_time: 0.0000000000, propagate_forward_time: 11.4447355270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921977997
validation[          , genome  6618] predictions:    9675/  10000 (96.75%), best:    9777/10000 (97.77%), error:      1054.97595, best error:       767.02936 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 146.8247833252s, input_fired_time: 1.5221650600, output_fired_time: 1.1265985966, propagate_forward_time: 56.9153518677, propagate_backward_time: 83.4795150757, weight_update_time: 0.2009504884, other_time: 3.7811431885
epoch time: 12.1984748840s, input_fired_time: 0.1763605326, output_fired_time: 0.0000000000, propagate_forward_time: 11.3298921585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922225952
validation[          , genome  6618] predictions:    9691/  10000 (96.91%), best:    9777/10000 (97.77%), error:       988.84180, best error:       767.02936 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 147.0356140137s, input_fired_time: 1.5479991436, output_fired_time: 1.1224957705, propagate_forward_time: 57.2569656372, propagate_backward_time: 83.3023452759, weight_update_time: 0.2002557814, other_time: 3.8058013916
epoch time: 12.4093980789s, input_fired_time: 0.1745286882, output_fired_time: 0.0000000000, propagate_forward_time: 11.5532102585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816587448
validation[          , genome  6618] predictions:    9687/  10000 (96.87%), best:    9777/10000 (97.77%), error:      1044.71875, best error:       767.02936 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 146.3840026855s, input_fired_time: 1.5672613382, output_fired_time: 1.1260514259, propagate_forward_time: 56.5191535950, propagate_backward_time: 83.3902130127, weight_update_time: 0.1979185045, other_time: 3.7813262939
epoch time: 12.3037319183s, input_fired_time: 0.1760458201, output_fired_time: 0.0000000000, propagate_forward_time: 11.4450178146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826686859
validation[          , genome  6618] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       866.71857, best error:       767.02936 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 147.7158355713s, input_fired_time: 1.5523495674, output_fired_time: 1.1370679140, propagate_forward_time: 57.0995712280, propagate_backward_time: 84.0716247559, weight_update_time: 0.1993057579, other_time: 3.8552169800
epoch time: 12.5160713196s, input_fired_time: 0.1880301386, output_fired_time: 0.0000000000, propagate_forward_time: 11.6092557907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187852859
validation[          , genome  6618] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       865.80945, best error:       767.02936 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.9411163330s, input_fired_time: 1.5408401489, output_fired_time: 1.1613587141, propagate_forward_time: 56.5922317505, propagate_backward_time: 83.8841857910, weight_update_time: 0.1991942674, other_time: 3.7624893188
epoch time: 12.3766355515s, input_fired_time: 0.1926479191, output_fired_time: 0.0000000000, propagate_forward_time: 11.4995536804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844339371
validation[          , genome  6618] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       806.81067, best error:       767.02936 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.9516448975s, input_fired_time: 1.5448448658, output_fired_time: 1.1558420658, propagate_forward_time: 56.9919319153, propagate_backward_time: 83.4903488159, weight_update_time: 0.1975002736, other_time: 3.7686843872
epoch time: 12.2873172760s, input_fired_time: 0.1754464209, output_fired_time: 0.0000000000, propagate_forward_time: 11.4044857025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073850632
validation[          , genome  6618] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       804.41254, best error:       767.02936 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.8192291260s, input_fired_time: 1.5564413071, output_fired_time: 1.1186150312, propagate_forward_time: 56.7401237488, propagate_backward_time: 83.6556854248, weight_update_time: 0.2017971128, other_time: 3.7483520508
epoch time: 12.3254003525s, input_fired_time: 0.1761462688, output_fired_time: 0.0000000000, propagate_forward_time: 11.4459552765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032985687
validation[          , genome  6618] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       844.43903, best error:       767.02936 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.9467315674s, input_fired_time: 1.5374717712, output_fired_time: 1.1223216057, propagate_forward_time: 56.8159027100, propagate_backward_time: 83.7204055786, weight_update_time: 0.1989748925, other_time: 3.7506332397
epoch time: 12.3628969193s, input_fired_time: 0.1780254841, output_fired_time: 0.0000000000, propagate_forward_time: 11.4967422485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881294250
validation[          , genome  6618] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       787.79681, best error:       767.02936 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.7327270508s, input_fired_time: 1.5249004364, output_fired_time: 1.1128766537, propagate_forward_time: 56.8305854797, propagate_backward_time: 83.5045852661, weight_update_time: 0.1964998245, other_time: 3.7597885132
epoch time: 12.2278242111s, input_fired_time: 0.1770276725, output_fired_time: 0.0000000000, propagate_forward_time: 11.3561124802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6946840286
validation[          , genome  6618] predictions:    9738/  10000 (97.38%), best:    9777/10000 (97.77%), error:       858.04388, best error:       767.02936 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 147.5366363525s, input_fired_time: 1.5372112989, output_fired_time: 1.1344038248, propagate_forward_time: 57.1045837402, propagate_backward_time: 83.9625549316, weight_update_time: 0.2068394125, other_time: 3.7978820801
epoch time: 12.3416585922s, input_fired_time: 0.1792925149, output_fired_time: 0.0000000000, propagate_forward_time: 11.4631271362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992387772
validation[          , genome  6618] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       805.36249, best error:       767.02936 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 148.9085845947s, input_fired_time: 1.6016327143, output_fired_time: 1.1391793489, propagate_forward_time: 57.3887252808, propagate_backward_time: 84.9859085083, weight_update_time: 0.1971638352, other_time: 3.7931365967
epoch time: 12.1904649734s, input_fired_time: 0.1776578873, output_fired_time: 0.0000000000, propagate_forward_time: 11.3390626907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737442017
validation[          , genome  6618] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       837.60907, best error:       767.02936 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 147.2834930420s, input_fired_time: 1.5308773518, output_fired_time: 1.1043395996, propagate_forward_time: 57.1017036438, propagate_backward_time: 83.6938934326, weight_update_time: 0.1977468878, other_time: 3.8526763916
epoch time: 12.2522878647s, input_fired_time: 0.1803926080, output_fired_time: 0.0000000000, propagate_forward_time: 11.3800125122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918830872
validation[          , genome  6618] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       804.28699, best error:       767.02936 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 146.6162414551s, input_fired_time: 1.5246360302, output_fired_time: 1.1182824373, propagate_forward_time: 56.7454109192, propagate_backward_time: 83.4229431152, weight_update_time: 0.1977948844, other_time: 3.8049621582
epoch time: 12.1961793900s, input_fired_time: 0.1787923127, output_fired_time: 0.0000000000, propagate_forward_time: 11.3255224228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918649673
validation[          , genome  6618] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       871.28125, best error:       767.02936 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 147.3069915771s, input_fired_time: 1.5802826881, output_fired_time: 1.1184450388, propagate_forward_time: 57.0940055847, propagate_backward_time: 83.7020416260, weight_update_time: 0.1997817308, other_time: 3.8122253418
epoch time: 12.2597599030s, input_fired_time: 0.1760030091, output_fired_time: 0.0000000000, propagate_forward_time: 11.3980827332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856737137
validation[          , genome  6618] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       834.26086, best error:       767.02936 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 146.6831970215s, input_fired_time: 1.5688749552, output_fired_time: 1.1191101074, propagate_forward_time: 56.6959228516, propagate_backward_time: 83.5556869507, weight_update_time: 0.2010839581, other_time: 3.7435989380
epoch time: 12.3232135773s, input_fired_time: 0.1825341135, output_fired_time: 0.0000000000, propagate_forward_time: 11.4691696167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715097427
validation[          , genome  6618] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       855.85083, best error:       767.02936 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.3041839600s, input_fired_time: 1.5339134932, output_fired_time: 1.1137210131, propagate_forward_time: 56.9924354553, propagate_backward_time: 83.7617568970, weight_update_time: 0.1989576817, other_time: 3.9023513794
epoch time: 12.3032884598s, input_fired_time: 0.1765707284, output_fired_time: 0.0000000000, propagate_forward_time: 11.4367074966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6900100708
validation[          , genome  6618] predictions:    9748/  10000 (97.48%), best:    9777/10000 (97.77%), error:       799.38318, best error:       767.02936 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.0593261719s, input_fired_time: 1.5931218863, output_fired_time: 1.1126753092, propagate_forward_time: 57.1388740540, propagate_backward_time: 83.4296569824, weight_update_time: 0.1981420368, other_time: 3.7850036621
epoch time: 12.2982635498s, input_fired_time: 0.1785209626, output_fired_time: 0.0000000000, propagate_forward_time: 11.4390802383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6806621552
validation[          , genome  6618] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       862.14130, best error:       767.02936 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.0033416748s, input_fired_time: 1.5483880043, output_fired_time: 1.1806217432, propagate_forward_time: 56.7679824829, propagate_backward_time: 83.7339248657, weight_update_time: 0.1993204057, other_time: 3.7724304199
epoch time: 12.4169635773s, input_fired_time: 0.1779768169, output_fired_time: 0.0000000000, propagate_forward_time: 11.5455636978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934232712
validation[          , genome  6618] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       849.60059, best error:       767.02936 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 147.1253509521s, input_fired_time: 1.5349903107, output_fired_time: 1.1174458265, propagate_forward_time: 57.0516319275, propagate_backward_time: 83.6486206055, weight_update_time: 0.2005523294, other_time: 3.7726593018
epoch time: 12.1706542969s, input_fired_time: 0.1790504754, output_fired_time: 0.0000000000, propagate_forward_time: 11.3097505569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818532944
validation[          , genome  6618] predictions:    9734/  10000 (97.34%), best:    9777/10000 (97.77%), error:       858.56866, best error:       767.02936 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.2921447754s, input_fired_time: 1.5393639803, output_fired_time: 1.1125419140, propagate_forward_time: 57.2660484314, propagate_backward_time: 83.5977554321, weight_update_time: 0.1975644380, other_time: 3.7764205933
epoch time: 12.2664203644s, input_fired_time: 0.1825830787, output_fired_time: 0.0000000000, propagate_forward_time: 11.4025421143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812953949
validation[          , genome  6618] predictions:    9726/  10000 (97.26%), best:    9777/10000 (97.77%), error:       858.00214, best error:       767.02936 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.9132690430s, input_fired_time: 1.5340527296, output_fired_time: 1.1214361191, propagate_forward_time: 56.8237266541, propagate_backward_time: 83.5914688110, weight_update_time: 0.1980792135, other_time: 3.8425827026
epoch time: 12.2729234695s, input_fired_time: 0.1780242771, output_fired_time: 0.0000000000, propagate_forward_time: 11.4179840088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769151688
validation[          , genome  6618] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       873.49847, best error:       767.02936 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.6130371094s, input_fired_time: 1.5833024979, output_fired_time: 1.1233738661, propagate_forward_time: 56.6309776306, propagate_backward_time: 83.5516357422, weight_update_time: 0.2004966885, other_time: 3.7237548828
epoch time: 12.4238510132s, input_fired_time: 0.1859551519, output_fired_time: 0.0000000000, propagate_forward_time: 11.5451316833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927642822
validation[          , genome  6618] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       833.11456, best error:       767.02936 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.6763305664s, input_fired_time: 1.5594608784, output_fired_time: 1.1191607714, propagate_forward_time: 56.7870597839, propagate_backward_time: 83.4609527588, weight_update_time: 0.2011639625, other_time: 3.7496948242
epoch time: 12.2468376160s, input_fired_time: 0.1789748520, output_fired_time: 0.0000000000, propagate_forward_time: 11.3850831985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827793121
validation[          , genome  6618] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       860.13293, best error:       767.02936 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 146.9395904541s, input_fired_time: 1.5454739332, output_fired_time: 1.1555073261, propagate_forward_time: 56.7236099243, propagate_backward_time: 83.7470550537, weight_update_time: 0.1998834908, other_time: 3.7679519653
epoch time: 12.3077478409s, input_fired_time: 0.1806688458, output_fired_time: 0.0000000000, propagate_forward_time: 11.4402198792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868591309
validation[          , genome  6618] predictions:    9700/  10000 (97.00%), best:    9777/10000 (97.77%), error:       982.25549, best error:       767.02936 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 146.8718109131s, input_fired_time: 1.5464131832, output_fired_time: 1.1396645308, propagate_forward_time: 56.8126602173, propagate_backward_time: 83.6263885498, weight_update_time: 0.1996630430, other_time: 3.7466812134
epoch time: 12.2133636475s, input_fired_time: 0.1966149062, output_fired_time: 0.0000000000, propagate_forward_time: 11.3253002167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914482117
validation[          , genome  6618] predictions:    9738/  10000 (97.38%), best:    9777/10000 (97.77%), error:       835.18970, best error:       767.02936 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.9542999268s, input_fired_time: 1.5504667759, output_fired_time: 1.1568652391, propagate_forward_time: 56.9498214722, propagate_backward_time: 83.4955139160, weight_update_time: 0.1984322816, other_time: 3.8016433716
epoch time: 12.2931537628s, input_fired_time: 0.1792507470, output_fired_time: 0.0000000000, propagate_forward_time: 11.4245195389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893835068
validation[          , genome  6618] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       894.32941, best error:       767.02936 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.6134948730s, input_fired_time: 1.5542982817, output_fired_time: 1.1638804674, propagate_forward_time: 56.5189628601, propagate_backward_time: 83.6319732666, weight_update_time: 0.1978979409, other_time: 3.7443847656
epoch time: 12.3064861298s, input_fired_time: 0.1840025336, output_fired_time: 0.0000000000, propagate_forward_time: 11.4302148819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922683716
validation[          , genome  6618] predictions:    9613/  10000 (96.13%), best:    9777/10000 (97.77%), error:      1255.13660, best error:       767.02936 on epoch:    70, 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: 61.3005714417s, input_fired_time: 0.8936223388, output_fired_time: 0.0000000000, propagate_forward_time: 56.9889678955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4179801941
best training[          , genome  6618] predictions:   49474/  50000 (98.95%), best:    9777/10000 (97.77%), error:      1948.25781, best error:       767.02936 on epoch:    70, 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: 13.2082157135s, input_fired_time: 0.1836457551, output_fired_time: 0.0000000000, propagate_forward_time: 11.5905771255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4339923859
   testing[          , genome  6618] predictions:    9774/  10000 (97.74%), best:    9777/10000 (97.77%), error:       737.88867, best error:       767.02936 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:36:02 (22478): called boinc_finish(0)

</stderr_txt>
]]>