Nameexact_genome_1512568488_42_7027_0
Workunit2606344
Created7 Dec 2017, 23:16:51 UTC
Sent7 Dec 2017, 23:22:29 UTC
Report deadline12 Dec 2017, 13:43:31 UTC
Received8 Dec 2017, 13:45:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time3 hours 2 min 50 sec
CPU time2 hours 58 min 51 sec
Validate stateValid
Credit1,149.49
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.99 MB
Peak swap size155.34 MB
Peak disk usage2.26 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1706179380, output_fired_time: 0.0000000000, propagate_forward_time: 7.4963755608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977921486
validation[          , genome  7027] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:       969.11066, best error:       940.64160 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.2356338501s, input_fired_time: 1.3494271040, output_fired_time: 1.3628797531, propagate_forward_time: 37.2424507141, propagate_backward_time: 53.8373069763, weight_update_time: 0.2136872560, other_time: 3.4435729980
epoch time: 8.0683832169s, input_fired_time: 0.1668626517, output_fired_time: 0.0000000000, propagate_forward_time: 7.3140993118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874214172
validation[          , genome  7027] predictions:    9678/  10000 (96.78%), best:    9711/10000 (97.11%), error:      1041.03186, best error:       940.64160 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 94.6379699707s, input_fired_time: 1.3265513182, output_fired_time: 1.3288093805, propagate_forward_time: 36.2457733154, propagate_backward_time: 52.3609237671, weight_update_time: 0.2070541531, other_time: 3.3759078979
epoch time: 8.3754997253s, input_fired_time: 0.1700769365, output_fired_time: 0.0000000000, propagate_forward_time: 7.5945334435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6108889580
validation[          , genome  7027] predictions:    9663/  10000 (96.63%), best:    9711/10000 (97.11%), error:      1068.10767, best error:       940.64160 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 96.4311218262s, input_fired_time: 1.3449550867, output_fired_time: 1.3466933966, propagate_forward_time: 36.9957275391, propagate_backward_time: 53.3252182007, weight_update_time: 0.2108671665, other_time: 3.4185256958
epoch time: 8.0892372131s, input_fired_time: 0.1690992564, output_fired_time: 0.0000000000, propagate_forward_time: 7.3245959282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955419540
validation[          , genome  7027] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:       996.79871, best error:       940.64160 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.5071334839s, input_fired_time: 1.3455336094, output_fired_time: 1.3503670692, propagate_forward_time: 37.0039596558, propagate_backward_time: 53.4429512024, weight_update_time: 0.2120720297, other_time: 3.3643226624
epoch time: 8.1729822159s, input_fired_time: 0.1690605879, output_fired_time: 0.0000000000, propagate_forward_time: 7.4118514061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920701027
validation[          , genome  7027] predictions:    9663/  10000 (96.63%), best:    9711/10000 (97.11%), error:      1086.53760, best error:       940.64160 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.8596115112s, input_fired_time: 1.3461724520, output_fired_time: 1.3576447964, propagate_forward_time: 37.1549301147, propagate_backward_time: 53.6512260437, weight_update_time: 0.2109582722, other_time: 3.3496360779
epoch time: 8.0726938248s, input_fired_time: 0.1696678847, output_fired_time: 0.0000000000, propagate_forward_time: 7.2454261780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575999260
validation[          , genome  7027] predictions:    9671/  10000 (96.71%), best:    9711/10000 (97.11%), error:      1051.46680, best error:       940.64160 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.8741302490s, input_fired_time: 1.3556230068, output_fired_time: 1.3649311066, propagate_forward_time: 37.4555320740, propagate_backward_time: 54.2909278870, weight_update_time: 0.2141307145, other_time: 3.4071197510
epoch time: 8.2818422318s, input_fired_time: 0.1719058752, output_fired_time: 0.0000000000, propagate_forward_time: 7.5017180443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082186699
validation[          , genome  7027] predictions:    9698/  10000 (96.98%), best:    9711/10000 (97.11%), error:       996.23907, best error:       940.64160 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 96.5054397583s, input_fired_time: 1.3487328291, output_fired_time: 1.3412767649, propagate_forward_time: 36.9070930481, propagate_backward_time: 53.5744705200, weight_update_time: 0.2104145288, other_time: 3.3338661194
epoch time: 8.0246696472s, input_fired_time: 0.1666235328, output_fired_time: 0.0000000000, propagate_forward_time: 7.2661714554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918745995
validation[          , genome  7027] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       882.89191, best error:       882.89191 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 96.5383758545s, input_fired_time: 1.3503983021, output_fired_time: 1.3478692770, propagate_forward_time: 36.9707183838, propagate_backward_time: 53.4821929932, weight_update_time: 0.2105383724, other_time: 3.3871994019
epoch time: 8.2177324295s, input_fired_time: 0.1701998562, output_fired_time: 0.0000000000, propagate_forward_time: 7.4545407295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929923058
validation[          , genome  7027] predictions:    9671/  10000 (96.71%), best:    9711/10000 (97.11%), error:       971.13367, best error:       882.89191 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 96.2881622314s, input_fired_time: 1.3469437361, output_fired_time: 1.3519164324, propagate_forward_time: 36.7959251404, propagate_backward_time: 53.4480476379, weight_update_time: 0.2111441642, other_time: 3.3453292847
epoch time: 8.2277545929s, input_fired_time: 0.1698530018, output_fired_time: 0.0000000000, propagate_forward_time: 7.4614233971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964779854
validation[          , genome  7027] predictions:    9715/  10000 (97.15%), best:    9711/10000 (97.11%), error:       898.19073, best error:       882.89191 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.6865615845s, input_fired_time: 1.3563458920, output_fired_time: 1.3652080297, propagate_forward_time: 37.3218460083, propagate_backward_time: 54.2822608948, weight_update_time: 0.2130426913, other_time: 3.3608970642
epoch time: 8.1583366394s, input_fired_time: 0.1703494489, output_fired_time: 0.0000000000, propagate_forward_time: 7.3865633011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014237404
validation[          , genome  7027] predictions:    9662/  10000 (96.62%), best:    9711/10000 (97.11%), error:      1030.43652, best error:       882.89191 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.7173385620s, input_fired_time: 1.3349238634, output_fired_time: 1.3352805376, propagate_forward_time: 36.4176864624, propagate_backward_time: 53.2390975952, weight_update_time: 0.2087735087, other_time: 3.3903503418
epoch time: 8.2067070007s, input_fired_time: 0.1708934456, output_fired_time: 0.0000000000, propagate_forward_time: 7.4458026886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900106430
validation[          , genome  7027] predictions:    9682/  10000 (96.82%), best:    9711/10000 (97.11%), error:      1007.20837, best error:       882.89191 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.9791564941s, input_fired_time: 1.3375723362, output_fired_time: 1.3360741138, propagate_forward_time: 36.5995025635, propagate_backward_time: 53.2931327820, weight_update_time: 0.2091043293, other_time: 3.4128761292
epoch time: 8.5416345596s, input_fired_time: 0.1738879532, output_fired_time: 0.0000000000, propagate_forward_time: 7.7622880936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054582596
validation[          , genome  7027] predictions:    9714/  10000 (97.14%), best:    9711/10000 (97.11%), error:       950.93921, best error:       882.89191 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.5438461304s, input_fired_time: 1.3692364693, output_fired_time: 1.3892488480, propagate_forward_time: 37.9664535522, propagate_backward_time: 55.4203033447, weight_update_time: 0.2163901776, other_time: 3.3985977173
epoch time: 8.3025979996s, input_fired_time: 0.1694871187, output_fired_time: 0.0000000000, propagate_forward_time: 7.5290756226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040353775
validation[          , genome  7027] predictions:    9678/  10000 (96.78%), best:    9711/10000 (97.11%), error:      1058.69397, best error:       882.89191 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 95.5700149536s, input_fired_time: 1.3311139345, output_fired_time: 1.3319195509, propagate_forward_time: 36.4842834473, propagate_backward_time: 53.0478248596, weight_update_time: 0.2079908699, other_time: 3.3748741150
epoch time: 8.2912216187s, input_fired_time: 0.1703026742, output_fired_time: 0.0000000000, propagate_forward_time: 7.5272302628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936889648
validation[          , genome  7027] predictions:    9701/  10000 (97.01%), best:    9711/10000 (97.11%), error:       952.26849, best error:       882.89191 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.6161575317s, input_fired_time: 1.3529765606, output_fired_time: 1.3595960140, propagate_forward_time: 37.2278976440, propagate_backward_time: 54.2900581360, weight_update_time: 0.2117803991, other_time: 3.3856315613
epoch time: 7.8862347603s, input_fired_time: 0.1656222939, output_fired_time: 0.0000000000, propagate_forward_time: 7.1079678535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126446724
validation[          , genome  7027] predictions:    9694/  10000 (96.94%), best:    9711/10000 (97.11%), error:       954.86285, best error:       882.89191 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.3988037109s, input_fired_time: 1.3398177624, output_fired_time: 1.3443320990, propagate_forward_time: 36.7514648438, propagate_backward_time: 53.5482254028, weight_update_time: 0.2099060267, other_time: 3.4149627686
epoch time: 8.4450788498s, input_fired_time: 0.1750596464, output_fired_time: 0.0000000000, propagate_forward_time: 7.6703262329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996932983
validation[          , genome  7027] predictions:    9686/  10000 (96.86%), best:    9711/10000 (97.11%), error:       990.78210, best error:       882.89191 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.7858505249s, input_fired_time: 1.3413497210, output_fired_time: 1.3449509144, propagate_forward_time: 36.8198776245, propagate_backward_time: 53.8959579468, weight_update_time: 0.2101632059, other_time: 3.3837203979
epoch time: 8.2624988556s, input_fired_time: 0.1697826684, output_fired_time: 0.0000000000, propagate_forward_time: 7.4960894585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966267586
validation[          , genome  7027] predictions:    9701/  10000 (97.01%), best:    9711/10000 (97.11%), error:       983.28156, best error:       882.89191 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 97.2158355713s, input_fired_time: 1.3446297646, output_fired_time: 1.3489321470, propagate_forward_time: 36.9480323792, propagate_backward_time: 54.2363204956, weight_update_time: 0.2114324123, other_time: 3.3379249573
epoch time: 7.8828268051s, input_fired_time: 0.1646168977, output_fired_time: 0.0000000000, propagate_forward_time: 7.1410307884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771789551
validation[          , genome  7027] predictions:    9691/  10000 (96.91%), best:    9711/10000 (97.11%), error:      1049.63672, best error:       882.89191 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 96.4445648193s, input_fired_time: 1.3392904997, output_fired_time: 1.3389147520, propagate_forward_time: 36.5627021790, propagate_backward_time: 53.7391014099, weight_update_time: 0.2096787095, other_time: 3.4645614624
epoch time: 8.1698169708s, input_fired_time: 0.1701348871, output_fired_time: 0.0000000000, propagate_forward_time: 7.4070720673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926098824
validation[          , genome  7027] predictions:    9718/  10000 (97.18%), best:    9711/10000 (97.11%), error:       942.85016, best error:       882.89191 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.3547363281s, input_fired_time: 1.3609719276, output_fired_time: 1.3665425777, propagate_forward_time: 37.4381561279, propagate_backward_time: 54.7409248352, weight_update_time: 0.2138768286, other_time: 3.4481468201
epoch time: 8.0462961197s, input_fired_time: 0.1688441932, output_fired_time: 0.0000000000, propagate_forward_time: 7.2577219009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197299957
validation[          , genome  7027] predictions:    9673/  10000 (96.73%), best:    9711/10000 (97.11%), error:      1070.46265, best error:       882.89191 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 97.2878036499s, input_fired_time: 1.3461751938, output_fired_time: 1.3552192450, propagate_forward_time: 36.9251823425, propagate_backward_time: 54.2933425903, weight_update_time: 0.2115454972, other_time: 3.3678855896
epoch time: 8.1925601959s, input_fired_time: 0.1695004702, output_fired_time: 0.0000000000, propagate_forward_time: 7.4066863060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6163735390
validation[          , genome  7027] predictions:    9681/  10000 (96.81%), best:    9711/10000 (97.11%), error:      1015.10913, best error:       882.89191 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.0813446045s, input_fired_time: 1.3495329618, output_fired_time: 1.3479005098, propagate_forward_time: 36.9010772705, propagate_backward_time: 54.1377563477, weight_update_time: 0.2092540860, other_time: 3.3450775146
epoch time: 8.1733388901s, input_fired_time: 0.1693494916, output_fired_time: 0.0000000000, propagate_forward_time: 7.4145288467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894603729
validation[          , genome  7027] predictions:    9697/  10000 (96.97%), best:    9711/10000 (97.11%), error:       988.45770, best error:       882.89191 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 97.8113327026s, input_fired_time: 1.3560392857, output_fired_time: 1.3508303165, propagate_forward_time: 37.0099639893, propagate_backward_time: 54.6081047058, weight_update_time: 0.2125185132, other_time: 3.4863929749
epoch time: 7.8531126976s, input_fired_time: 0.1644745022, output_fired_time: 0.0000000000, propagate_forward_time: 7.1114983559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771398544
validation[          , genome  7027] predictions:    9685/  10000 (96.85%), best:    9711/10000 (97.11%), error:       978.81189, best error:       882.89191 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 97.4629058838s, input_fired_time: 1.3491005898, output_fired_time: 1.3462104797, propagate_forward_time: 36.8237190247, propagate_backward_time: 54.5200347900, weight_update_time: 0.2111652792, other_time: 3.4238395691
epoch time: 8.0609340668s, input_fired_time: 0.1720443070, output_fired_time: 0.0000000000, propagate_forward_time: 7.2926359177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962538719
validation[          , genome  7027] predictions:    9700/  10000 (97.00%), best:    9711/10000 (97.11%), error:       982.10645, best error:       882.89191 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 96.8083114624s, input_fired_time: 1.3382742405, output_fired_time: 1.3336094618, propagate_forward_time: 36.4461059570, propagate_backward_time: 54.2605400085, weight_update_time: 0.2105192542, other_time: 3.4297828674
epoch time: 7.9535551071s, input_fired_time: 0.1706227660, output_fired_time: 0.0000000000, propagate_forward_time: 7.1966300011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863022804
validation[          , genome  7027] predictions:    9696/  10000 (96.96%), best:    9711/10000 (97.11%), error:       934.70978, best error:       882.89191 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 97.0806655884s, input_fired_time: 1.3505405188, output_fired_time: 1.3385293484, propagate_forward_time: 36.7924957275, propagate_backward_time: 54.2233657837, weight_update_time: 0.2117476612, other_time: 3.3757324219
epoch time: 8.5542030334s, input_fired_time: 0.1790821999, output_fired_time: 0.0000000000, propagate_forward_time: 7.7685418129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065793037
validation[          , genome  7027] predictions:    9710/  10000 (97.10%), best:    9711/10000 (97.11%), error:       945.24219, best error:       882.89191 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.1225433350s, input_fired_time: 1.3586798906, output_fired_time: 1.3610268831, propagate_forward_time: 37.2316589355, propagate_backward_time: 54.7933540344, weight_update_time: 0.2113048881, other_time: 3.3778190613
epoch time: 8.2773733139s, input_fired_time: 0.1742503941, output_fired_time: 0.0000000000, propagate_forward_time: 7.4940323830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090903282
validation[          , genome  7027] predictions:    9628/  10000 (96.28%), best:    9711/10000 (97.11%), error:      1206.47473, best error:       882.89191 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 98.0637893677s, input_fired_time: 1.3551989794, output_fired_time: 1.3564339876, propagate_forward_time: 37.0857658386, propagate_backward_time: 54.8720703125, weight_update_time: 0.2127185911, other_time: 3.3943138123
epoch time: 7.9932656288s, input_fired_time: 0.1699345261, output_fired_time: 0.0000000000, propagate_forward_time: 7.1808576584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424732208
validation[          , genome  7027] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1092.30322, best error:       882.89191 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.4561843872s, input_fired_time: 1.3589348793, output_fired_time: 1.3564192057, propagate_forward_time: 37.3098526001, propagate_backward_time: 55.0617790222, weight_update_time: 0.2130035907, other_time: 3.3691978455
epoch time: 8.2165155411s, input_fired_time: 0.1699558496, output_fired_time: 0.0000000000, propagate_forward_time: 7.4584755898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880837440
validation[          , genome  7027] predictions:    9703/  10000 (97.03%), best:    9711/10000 (97.11%), error:       951.77313, best error:       882.89191 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 98.2278823853s, input_fired_time: 1.3568810225, output_fired_time: 1.3520920277, propagate_forward_time: 37.1383972168, propagate_backward_time: 54.9247322083, weight_update_time: 0.2131677121, other_time: 3.4557838440
epoch time: 8.4615144730s, input_fired_time: 0.1754323989, output_fired_time: 0.0000000000, propagate_forward_time: 7.6832790375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028032303
validation[          , genome  7027] predictions:    9702/  10000 (97.02%), best:    9711/10000 (97.11%), error:       972.91571, best error:       882.89191 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.2700881958s, input_fired_time: 1.3578085899, output_fired_time: 1.3574419022, propagate_forward_time: 37.1514930725, propagate_backward_time: 54.9877586365, weight_update_time: 0.2127001733, other_time: 3.4155807495
epoch time: 8.3383808136s, input_fired_time: 0.1765267104, output_fired_time: 0.0000000000, propagate_forward_time: 7.5321841240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296696663
validation[          , genome  7027] predictions:    9693/  10000 (96.93%), best:    9711/10000 (97.11%), error:       992.67102, best error:       882.89191 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.4515380859s, input_fired_time: 1.3488751650, output_fired_time: 1.3521587849, propagate_forward_time: 36.7045898438, propagate_backward_time: 54.6706886292, weight_update_time: 0.2107543200, other_time: 3.3752250671
epoch time: 8.3873243332s, input_fired_time: 0.1767880470, output_fired_time: 0.0000000000, propagate_forward_time: 7.6004304886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101055145
validation[          , genome  7027] predictions:    9707/  10000 (97.07%), best:    9711/10000 (97.11%), error:       936.55994, best error:       882.89191 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.2682495117s, input_fired_time: 1.3614850044, output_fired_time: 1.3496215343, propagate_forward_time: 37.2181510925, propagate_backward_time: 55.0088424683, weight_update_time: 0.2119598240, other_time: 3.3301429749
epoch time: 8.3743858337s, input_fired_time: 0.1783800721, output_fired_time: 0.0000000000, propagate_forward_time: 7.5916790962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043267250
validation[          , genome  7027] predictions:    9680/  10000 (96.80%), best:    9711/10000 (97.11%), error:      1027.84192, best error:       882.89191 on epoch:    21, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 97.4675216675s, input_fired_time: 1.3540980816, output_fired_time: 1.3479478359, propagate_forward_time: 36.8153076172, propagate_backward_time: 54.5941314697, weight_update_time: 0.2095486075, other_time: 3.3560409546
epoch time: 8.3939046860s, input_fired_time: 0.1768481433, output_fired_time: 0.0000000000, propagate_forward_time: 7.5924353600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246209145
validation[          , genome  7027] predictions:    9721/  10000 (97.21%), best:    9711/10000 (97.11%), error:       937.62085, best error:       882.89191 on epoch:    21, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 98.4973068237s, input_fired_time: 1.3589099646, output_fired_time: 1.3530884981, propagate_forward_time: 37.1426353455, propagate_backward_time: 55.2496032715, weight_update_time: 0.2137242258, other_time: 3.3930702209
epoch time: 8.1092615128s, input_fired_time: 0.1686046571, output_fired_time: 0.0000000000, propagate_forward_time: 7.3547344208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859222412
validation[          , genome  7027] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       879.56183, best error:       879.56183 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 96.7506103516s, input_fired_time: 1.3437327147, output_fired_time: 1.3323094845, propagate_forward_time: 36.4023361206, propagate_backward_time: 54.3080215454, weight_update_time: 0.2091490477, other_time: 3.3642120361
epoch time: 7.4420890808s, input_fired_time: 0.1602089256, output_fired_time: 0.0000000000, propagate_forward_time: 6.7174038887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644764900
validation[          , genome  7027] predictions:    9734/  10000 (97.34%), best:    9721/10000 (97.21%), error:       886.82635, best error:       879.56183 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.1921081543s, input_fired_time: 1.3650577068, output_fired_time: 1.3483585119, propagate_forward_time: 37.1118659973, propagate_backward_time: 54.9445762634, weight_update_time: 0.2122751623, other_time: 3.4222488403
epoch time: 8.1161556244s, input_fired_time: 0.1715969294, output_fired_time: 0.0000000000, propagate_forward_time: 7.3311972618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133613586
validation[          , genome  7027] predictions:    9699/  10000 (96.99%), best:    9721/10000 (97.21%), error:      1021.83295, best error:       879.56183 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 96.7313156128s, input_fired_time: 1.3471808434, output_fired_time: 1.3302531242, propagate_forward_time: 36.4344711304, propagate_backward_time: 54.2076606750, weight_update_time: 0.2087375224, other_time: 3.4117469788
epoch time: 8.2816371918s, input_fired_time: 0.1746768653, output_fired_time: 0.0000000000, propagate_forward_time: 7.4121870995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6947731972
validation[          , genome  7027] predictions:    9726/  10000 (97.26%), best:    9721/10000 (97.21%), error:       926.50928, best error:       879.56183 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.4126663208s, input_fired_time: 1.3737614155, output_fired_time: 1.3649094105, propagate_forward_time: 37.6296920776, propagate_backward_time: 55.5934524536, weight_update_time: 0.2133270353, other_time: 3.4508514404
epoch time: 8.2146921158s, input_fired_time: 0.1745673716, output_fired_time: 0.0000000000, propagate_forward_time: 7.4392552376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008696556
validation[          , genome  7027] predictions:    9696/  10000 (96.96%), best:    9721/10000 (97.21%), error:       977.77472, best error:       879.56183 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 98.3550491333s, input_fired_time: 1.3530898094, output_fired_time: 1.3611968756, propagate_forward_time: 36.8878517151, propagate_backward_time: 55.3269653320, weight_update_time: 0.2102026343, other_time: 3.4259452820
epoch time: 8.2220001221s, input_fired_time: 0.1726930141, output_fired_time: 0.0000000000, propagate_forward_time: 7.4195780754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297287941
validation[          , genome  7027] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:       970.38745, best error:       879.56183 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.2855682373s, input_fired_time: 1.3621383905, output_fired_time: 1.3468861580, propagate_forward_time: 37.0541534424, propagate_backward_time: 55.1931953430, weight_update_time: 0.2111321986, other_time: 3.3291969299
epoch time: 8.0689754486s, input_fired_time: 0.1700765491, output_fired_time: 0.0000000000, propagate_forward_time: 7.2849602699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139388084
validation[          , genome  7027] predictions:    9729/  10000 (97.29%), best:    9721/10000 (97.21%), error:       893.95557, best error:       879.56183 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.2904586792s, input_fired_time: 1.3603112698, output_fired_time: 1.3479404449, propagate_forward_time: 37.0345611572, propagate_backward_time: 55.1907882690, weight_update_time: 0.2125152051, other_time: 3.3568572998
epoch time: 8.0811948776s, input_fired_time: 0.1704785675, output_fired_time: 0.0000000000, propagate_forward_time: 7.3126854897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980310440
validation[          , genome  7027] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       935.94580, best error:       879.56183 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.5103683472s, input_fired_time: 1.3779556751, output_fired_time: 1.3676898479, propagate_forward_time: 37.5333061218, propagate_backward_time: 55.7622909546, weight_update_time: 0.2156412601, other_time: 3.4691276550
epoch time: 7.8770198822s, input_fired_time: 0.1651485562, output_fired_time: 0.0000000000, propagate_forward_time: 7.1111431122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007280350
validation[          , genome  7027] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       878.94458, best error:       878.94458 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 96.9038314819s, input_fired_time: 1.3508923054, output_fired_time: 1.3311859369, propagate_forward_time: 36.5536842346, propagate_backward_time: 54.3615226746, weight_update_time: 0.2083986998, other_time: 3.3065490723
epoch time: 8.5210113525s, input_fired_time: 0.1788791567, output_fired_time: 0.0000000000, propagate_forward_time: 7.7193222046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228103638
validation[          , genome  7027] predictions:    9701/  10000 (97.01%), best:    9742/10000 (97.42%), error:       975.61810, best error:       878.94458 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.0291213989s, input_fired_time: 1.3687152863, output_fired_time: 1.3578591347, propagate_forward_time: 37.2813911438, propagate_backward_time: 55.5645713806, weight_update_time: 0.2130615264, other_time: 3.4565887451
epoch time: 8.1432600021s, input_fired_time: 0.1716673225, output_fired_time: 0.0000000000, propagate_forward_time: 7.3848881721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867047310
validation[          , genome  7027] predictions:    9649/  10000 (96.49%), best:    9742/10000 (97.42%), error:      1141.56714, best error:       878.94458 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 97.1312103271s, input_fired_time: 1.3499314785, output_fired_time: 1.3425236940, propagate_forward_time: 36.4250640869, propagate_backward_time: 54.6180763245, weight_update_time: 0.2096038610, other_time: 3.3956184387
epoch time: 8.1800079346s, input_fired_time: 0.1730055958, output_fired_time: 0.0000000000, propagate_forward_time: 7.4097871780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972146988
validation[          , genome  7027] predictions:    9675/  10000 (96.75%), best:    9742/10000 (97.42%), error:      1124.29370, best error:       878.94458 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.4242172241s, input_fired_time: 1.3652700186, output_fired_time: 1.3563555479, propagate_forward_time: 37.0994987488, propagate_backward_time: 55.2351264954, weight_update_time: 0.2117066085, other_time: 3.3679656982
epoch time: 8.2026691437s, input_fired_time: 0.1716761440, output_fired_time: 0.0000000000, propagate_forward_time: 7.4459719658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850214958
validation[          , genome  7027] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       893.37213, best error:       878.94458 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.2867279053s, input_fired_time: 1.3703054190, output_fired_time: 1.3594778776, propagate_forward_time: 37.3595275879, propagate_backward_time: 55.7587814331, weight_update_time: 0.2147357613, other_time: 3.4386367798
epoch time: 8.1010122299s, input_fired_time: 0.1749764681, output_fired_time: 0.0000000000, propagate_forward_time: 7.3309798241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950560570
validation[          , genome  7027] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       997.63263, best error:       878.94458 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 99.3013687134s, input_fired_time: 1.3786840439, output_fired_time: 1.3644254208, propagate_forward_time: 37.4367027283, propagate_backward_time: 55.6546363831, weight_update_time: 0.2150056958, other_time: 3.4669189453
epoch time: 8.1514739990s, input_fired_time: 0.1707536429, output_fired_time: 0.0000000000, propagate_forward_time: 7.3947315216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859889984
validation[          , genome  7027] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       906.27936, best error:       878.94458 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.4950561523s, input_fired_time: 1.3585906029, output_fired_time: 1.3533012867, propagate_forward_time: 36.9636306763, propagate_backward_time: 55.4411277771, weight_update_time: 0.2128044665, other_time: 3.3784065247
epoch time: 8.1766328812s, input_fired_time: 0.1750174910, output_fired_time: 0.0000000000, propagate_forward_time: 7.4120774269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895380974
validation[          , genome  7027] predictions:    9736/  10000 (97.36%), best:    9742/10000 (97.42%), error:       911.64362, best error:       878.94458 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 96.9156875610s, input_fired_time: 1.3508113623, output_fired_time: 1.3262398243, propagate_forward_time: 36.3368568420, propagate_backward_time: 54.5732688904, weight_update_time: 0.2090589553, other_time: 3.3285064697
epoch time: 8.0439615250s, input_fired_time: 0.1709642708, output_fired_time: 0.0000000000, propagate_forward_time: 7.2920212746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809760094
validation[          , genome  7027] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       844.30115, best error:       844.30115 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.1952133179s, input_fired_time: 1.3638919592, output_fired_time: 1.3450554609, propagate_forward_time: 36.9318695068, propagate_backward_time: 55.1025466919, weight_update_time: 0.2136050761, other_time: 3.4518508911
epoch time: 8.4703397751s, input_fired_time: 0.1790251583, output_fired_time: 0.0000000000, propagate_forward_time: 7.6879754066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033396721
validation[          , genome  7027] predictions:    9682/  10000 (96.82%), best:    9739/10000 (97.39%), error:      1019.78656, best error:       844.30115 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.7345962524s, input_fired_time: 1.3765313625, output_fired_time: 1.3677337170, propagate_forward_time: 37.5891609192, propagate_backward_time: 56.0116195679, weight_update_time: 0.2137864828, other_time: 3.3895454407
epoch time: 8.0562524796s, input_fired_time: 0.1715804040, output_fired_time: 0.0000000000, propagate_forward_time: 7.2952685356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894036293
validation[          , genome  7027] predictions:    9704/  10000 (97.04%), best:    9739/10000 (97.39%), error:       996.04883, best error:       844.30115 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.8252716064s, input_fired_time: 1.3599197865, output_fired_time: 1.3431144953, propagate_forward_time: 36.7732429504, propagate_backward_time: 55.0076332092, weight_update_time: 0.2102677971, other_time: 3.3413619995
epoch time: 8.3518896103s, input_fired_time: 0.1774696857, output_fired_time: 0.0000000000, propagate_forward_time: 7.4981198311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763005257
validation[          , genome  7027] predictions:    9736/  10000 (97.36%), best:    9739/10000 (97.39%), error:       863.29315, best error:       844.30115 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 99.5915908813s, input_fired_time: 1.3791351318, output_fired_time: 1.3635054827, propagate_forward_time: 37.7143783569, propagate_backward_time: 55.7700958252, weight_update_time: 0.2133517563, other_time: 3.3644790649
epoch time: 8.2797536850s, input_fired_time: 0.1736301333, output_fired_time: 0.0000000000, propagate_forward_time: 7.5086297989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974941254
validation[          , genome  7027] predictions:    9685/  10000 (96.85%), best:    9739/10000 (97.39%), error:       968.38727, best error:       844.30115 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 97.1651687622s, input_fired_time: 1.3511873484, output_fired_time: 1.3368976116, propagate_forward_time: 36.5014801025, propagate_backward_time: 54.6756286621, weight_update_time: 0.2082872987, other_time: 3.2999725342
epoch time: 7.9793987274s, input_fired_time: 0.1709117144, output_fired_time: 0.0000000000, propagate_forward_time: 7.2256803513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828065872
validation[          , genome  7027] predictions:    9602/  10000 (96.02%), best:    9739/10000 (97.39%), error:      1252.43335, best error:       844.30115 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.4298782349s, input_fired_time: 1.3750785589, output_fired_time: 1.3677189350, propagate_forward_time: 37.3969917297, propagate_backward_time: 55.9310340881, weight_update_time: 0.2136543989, other_time: 3.3590545654
epoch time: 8.3008699417s, input_fired_time: 0.1772929579, output_fired_time: 0.0000000000, propagate_forward_time: 7.5316572189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919198990
validation[          , genome  7027] predictions:    9715/  10000 (97.15%), best:    9739/10000 (97.39%), error:       922.26013, best error:       844.30115 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 99.6233520508s, input_fired_time: 1.3819439411, output_fired_time: 1.3609459400, propagate_forward_time: 37.4382476807, propagate_backward_time: 55.9996566772, weight_update_time: 0.2149187922, other_time: 3.4425582886
epoch time: 7.8439164162s, input_fired_time: 0.1664467305, output_fired_time: 0.0000000000, propagate_forward_time: 7.0594940186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179757118
validation[          , genome  7027] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       923.73254, best error:       844.30115 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.5674972534s, input_fired_time: 1.3524793386, output_fired_time: 1.3412343264, propagate_forward_time: 36.5591926575, propagate_backward_time: 54.9635581970, weight_update_time: 0.2103452384, other_time: 3.3510360718
epoch time: 8.1917362213s, input_fired_time: 0.1745709330, output_fired_time: 0.0000000000, propagate_forward_time: 7.3339743614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831908226
validation[          , genome  7027] predictions:    9732/  10000 (97.32%), best:    9739/10000 (97.39%), error:       883.73663, best error:       844.30115 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.8519439697s, input_fired_time: 1.3672755957, output_fired_time: 1.3490822315, propagate_forward_time: 37.0124473572, propagate_backward_time: 55.7211456299, weight_update_time: 0.2128040642, other_time: 3.4019889832
epoch time: 8.3338098526s, input_fired_time: 0.1760388166, output_fired_time: 0.0000000000, propagate_forward_time: 7.5250129700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327581406
validation[          , genome  7027] predictions:    9707/  10000 (97.07%), best:    9739/10000 (97.39%), error:       982.75146, best error:       844.30115 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 100.1473922729s, input_fired_time: 1.4222673178, output_fired_time: 1.3798683882, propagate_forward_time: 37.5507316589, propagate_backward_time: 56.3262329102, weight_update_time: 0.2153992206, other_time: 3.4682960510
epoch time: 8.1887216568s, input_fired_time: 0.1765226871, output_fired_time: 0.0000000000, propagate_forward_time: 7.3101291656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020702362
validation[          , genome  7027] predictions:    9632/  10000 (96.32%), best:    9739/10000 (97.39%), error:      1291.85046, best error:       844.30115 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.5073776245s, input_fired_time: 1.3673261404, output_fired_time: 1.3535304070, propagate_forward_time: 37.0118637085, propagate_backward_time: 55.4144935608, weight_update_time: 0.2126790136, other_time: 3.3601646423
epoch time: 7.9033336639s, input_fired_time: 0.1686323136, output_fired_time: 0.0000000000, propagate_forward_time: 7.0987176895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359834671
validation[          , genome  7027] predictions:    9713/  10000 (97.13%), best:    9739/10000 (97.39%), error:       935.64197, best error:       844.30115 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.4484634399s, input_fired_time: 1.3751606941, output_fired_time: 1.3600207567, propagate_forward_time: 37.3848648071, propagate_backward_time: 55.9300041199, weight_update_time: 0.2150470465, other_time: 3.3984107971
epoch time: 8.2964906693s, input_fired_time: 0.1757289022, output_fired_time: 0.0000000000, propagate_forward_time: 7.5212407112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995211601
validation[          , genome  7027] predictions:    9675/  10000 (96.75%), best:    9739/10000 (97.39%), error:      1047.50439, best error:       844.30115 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.0218505859s, input_fired_time: 1.3713856936, output_fired_time: 1.3570560217, propagate_forward_time: 37.1932907104, propagate_backward_time: 55.7027244568, weight_update_time: 0.2134442031, other_time: 3.3973960876
epoch time: 8.2134380341s, input_fired_time: 0.1743634492, output_fired_time: 0.0000000000, propagate_forward_time: 7.4217767715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172981262
validation[          , genome  7027] predictions:    9704/  10000 (97.04%), best:    9739/10000 (97.39%), error:       952.83044, best error:       844.30115 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.0774230957s, input_fired_time: 1.3779021502, output_fired_time: 1.3631341457, propagate_forward_time: 37.2473564148, propagate_backward_time: 55.6585960388, weight_update_time: 0.2144309431, other_time: 3.4304351807
epoch time: 8.2915802002s, input_fired_time: 0.1761086136, output_fired_time: 0.0000000000, propagate_forward_time: 7.4982399940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172318459
validation[          , genome  7027] predictions:    9706/  10000 (97.06%), best:    9739/10000 (97.39%), error:       941.97815, best error:       844.30115 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 99.4780960083s, input_fired_time: 1.3731335402, output_fired_time: 1.3597364426, propagate_forward_time: 37.3214912415, propagate_backward_time: 55.9734687805, weight_update_time: 0.2144794911, other_time: 3.4502716064
epoch time: 8.3299303055s, input_fired_time: 0.1790964156, output_fired_time: 0.0000000000, propagate_forward_time: 7.5507907867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000432968
validation[          , genome  7027] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       919.13019, best error:       844.30115 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.6963348389s, input_fired_time: 1.3614512682, output_fired_time: 1.3349395990, propagate_forward_time: 36.6623001099, propagate_backward_time: 54.8309326172, weight_update_time: 0.2111948282, other_time: 3.5067138672
epoch time: 8.0804548264s, input_fired_time: 0.1724445969, output_fired_time: 0.0000000000, propagate_forward_time: 7.3111643791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968456268
validation[          , genome  7027] predictions:    9648/  10000 (96.48%), best:    9739/10000 (97.39%), error:      1155.67712, best error:       844.30115 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 98.6824951172s, input_fired_time: 1.3689264059, output_fired_time: 1.3497997522, propagate_forward_time: 36.9330635071, propagate_backward_time: 55.5786437988, weight_update_time: 0.2138089538, other_time: 3.4520606995
epoch time: 8.2003612518s, input_fired_time: 0.1745521426, output_fired_time: 0.0000000000, propagate_forward_time: 7.4417376518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840716362
validation[          , genome  7027] predictions:    9728/  10000 (97.28%), best:    9739/10000 (97.39%), error:       882.50922, best error:       844.30115 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.4770965576s, input_fired_time: 1.3657038212, output_fired_time: 1.3523567915, propagate_forward_time: 36.7424697876, propagate_backward_time: 55.6062507629, weight_update_time: 0.2111203372, other_time: 3.4103126526
epoch time: 8.2600679398s, input_fired_time: 0.1767929494, output_fired_time: 0.0000000000, propagate_forward_time: 7.4771595001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061153412
validation[          , genome  7027] predictions:    9720/  10000 (97.20%), best:    9739/10000 (97.39%), error:       900.66736, best error:       844.30115 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 97.6515197754s, input_fired_time: 1.3632045984, output_fired_time: 1.3369004726, propagate_forward_time: 36.4193458557, propagate_backward_time: 55.0779876709, weight_update_time: 0.2115415335, other_time: 3.4540824890
epoch time: 8.4161233902s, input_fired_time: 0.1792602539, output_fired_time: 0.0000000000, propagate_forward_time: 7.6426024437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942606926
validation[          , genome  7027] predictions:    9684/  10000 (96.84%), best:    9739/10000 (97.39%), error:      1010.41760, best error:       844.30115 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 97.9794769287s, input_fired_time: 1.3680353165, output_fired_time: 1.3415453434, propagate_forward_time: 36.8777008057, propagate_backward_time: 55.0209732056, weight_update_time: 0.2115779072, other_time: 3.3712234497
epoch time: 8.4296331406s, input_fired_time: 0.1794094592, output_fired_time: 0.0000000000, propagate_forward_time: 7.6566386223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935854912
validation[          , genome  7027] predictions:    9671/  10000 (96.71%), best:    9739/10000 (97.39%), error:      1126.01440, best error:       844.30115 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.9063644409s, input_fired_time: 1.3749066591, output_fired_time: 1.3573298454, propagate_forward_time: 37.1760902405, propagate_backward_time: 55.5659484863, weight_update_time: 0.2125008106, other_time: 3.4320869446
epoch time: 8.3420476913s, input_fired_time: 0.1754105985, output_fired_time: 0.0000000000, propagate_forward_time: 7.5740184784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926189423
validation[          , genome  7027] predictions:    9666/  10000 (96.66%), best:    9739/10000 (97.39%), error:      1100.43433, best error:       844.30115 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 98.5253143311s, input_fired_time: 1.3718595505, output_fired_time: 1.3575133085, propagate_forward_time: 36.8809700012, propagate_backward_time: 55.4894676208, weight_update_time: 0.2126211375, other_time: 3.4255065918
epoch time: 8.1998643875s, input_fired_time: 0.1751117855, output_fired_time: 0.0000000000, propagate_forward_time: 7.4394545555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852980614
validation[          , genome  7027] predictions:    9623/  10000 (96.23%), best:    9739/10000 (97.39%), error:      1274.94312, best error:       844.30115 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.3890228271s, input_fired_time: 1.3377771378, output_fired_time: 1.3047351837, propagate_forward_time: 35.6188583374, propagate_backward_time: 53.8113708496, weight_update_time: 0.2064252496, other_time: 3.3162841797
epoch time: 8.0294065475s, input_fired_time: 0.1703943610, output_fired_time: 0.0000000000, propagate_forward_time: 7.2564702034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025419235
validation[          , genome  7027] predictions:    9675/  10000 (96.75%), best:    9739/10000 (97.39%), error:      1021.96973, best error:       844.30115 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.7527008057s, input_fired_time: 1.3453100920, output_fired_time: 1.3121337891, propagate_forward_time: 35.7853584290, propagate_backward_time: 53.9647369385, weight_update_time: 0.2067178339, other_time: 3.3451652527
epoch time: 8.0428524017s, input_fired_time: 0.1737401634, output_fired_time: 0.0000000000, propagate_forward_time: 7.2662935257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028184891
validation[          , genome  7027] predictions:    9736/  10000 (97.36%), best:    9739/10000 (97.39%), error:       895.85632, best error:       844.30115 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 98.2164993286s, input_fired_time: 1.3672457933, output_fired_time: 1.3467838764, propagate_forward_time: 36.7528305054, propagate_backward_time: 55.4028015137, weight_update_time: 0.2115786821, other_time: 3.3468322754
epoch time: 8.1716947556s, input_fired_time: 0.1730238348, output_fired_time: 0.0000000000, propagate_forward_time: 7.3967342377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019368172
validation[          , genome  7027] predictions:    9681/  10000 (96.81%), best:    9739/10000 (97.39%), error:       994.95355, best error:       844.30115 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.2133331299s, input_fired_time: 1.3795610666, output_fired_time: 1.3557503223, propagate_forward_time: 37.2444305420, propagate_backward_time: 55.7847442627, weight_update_time: 0.2151933312, other_time: 3.4488449097
epoch time: 8.4024190903s, input_fired_time: 0.1790452152, output_fired_time: 0.0000000000, propagate_forward_time: 7.6196594238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037139893
validation[          , genome  7027] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       893.99646, best error:       844.30115 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 98.5368728638s, input_fired_time: 1.3723971844, output_fired_time: 1.3556430340, propagate_forward_time: 36.8085594177, propagate_backward_time: 55.6293792725, weight_update_time: 0.2131711394, other_time: 3.3708915710
epoch time: 7.6739444733s, input_fired_time: 0.1673589945, output_fired_time: 0.0000000000, propagate_forward_time: 6.9274921417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790934563
validation[          , genome  7027] predictions:    9728/  10000 (97.28%), best:    9739/10000 (97.39%), error:       894.09686, best error:       844.30115 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 98.2207794189s, input_fired_time: 1.3729971647, output_fired_time: 1.3494410515, propagate_forward_time: 36.8300704956, propagate_backward_time: 55.1737060547, weight_update_time: 0.2131764889, other_time: 3.4945678711
epoch time: 8.0570850372s, input_fired_time: 0.1724316776, output_fired_time: 0.0000000000, propagate_forward_time: 7.3012609482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833926201
validation[          , genome  7027] predictions:    9693/  10000 (96.93%), best:    9739/10000 (97.39%), error:       984.54980, best error:       844.30115 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 99.1426010132s, input_fired_time: 1.3809834719, output_fired_time: 1.3581122160, propagate_forward_time: 37.2627563477, propagate_backward_time: 55.7399482727, weight_update_time: 0.2135499865, other_time: 3.4008064270
epoch time: 7.9591503143s, input_fired_time: 0.1695529670, output_fired_time: 0.0000000000, propagate_forward_time: 7.1934447289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961527824
validation[          , genome  7027] predictions:    9646/  10000 (96.46%), best:    9739/10000 (97.39%), error:      1107.68018, best error:       844.30115 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 98.7684249878s, input_fired_time: 1.3770684004, output_fired_time: 1.3534963131, propagate_forward_time: 37.0530738831, propagate_backward_time: 55.5984573364, weight_update_time: 0.2144301534, other_time: 3.3863334656
epoch time: 8.2802848816s, input_fired_time: 0.1769073159, output_fired_time: 0.0000000000, propagate_forward_time: 7.5063056946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970716476
validation[          , genome  7027] predictions:    9745/  10000 (97.45%), best:    9739/10000 (97.39%), error:       858.99805, best error:       844.30115 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 96.2696685791s, input_fired_time: 1.3551291227, output_fired_time: 1.3208258152, propagate_forward_time: 36.0024795532, propagate_backward_time: 54.2006568909, weight_update_time: 0.2089469880, other_time: 3.3905830383
epoch time: 8.4389009476s, input_fired_time: 0.1780222207, output_fired_time: 0.0000000000, propagate_forward_time: 7.6378517151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230268478
validation[          , genome  7027] predictions:    9693/  10000 (96.93%), best:    9739/10000 (97.39%), error:       969.81689, best error:       844.30115 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 98.1537780762s, input_fired_time: 1.3669183254, output_fired_time: 1.3470654488, propagate_forward_time: 36.7228546143, propagate_backward_time: 55.3298797607, weight_update_time: 0.2131644189, other_time: 3.3870544434
epoch time: 8.4422140121s, input_fired_time: 0.1807383746, output_fired_time: 0.0000000000, propagate_forward_time: 7.6580867767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033887863
validation[          , genome  7027] predictions:    9694/  10000 (96.94%), best:    9739/10000 (97.39%), error:       997.87933, best error:       844.30115 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.5008468628s, input_fired_time: 1.3660126925, output_fired_time: 1.3319411278, propagate_forward_time: 36.5879783630, propagate_backward_time: 54.8198585510, weight_update_time: 0.2104727626, other_time: 3.3950576782
epoch time: 8.3124208450s, input_fired_time: 0.1762168556, output_fired_time: 0.0000000000, propagate_forward_time: 7.4808259010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6553778648
validation[          , genome  7027] predictions:    9640/  10000 (96.40%), best:    9739/10000 (97.39%), error:      1167.78723, best error:       844.30115 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.1755523682s, input_fired_time: 1.3806711435, output_fired_time: 1.3604100943, propagate_forward_time: 37.1776809692, propagate_backward_time: 55.8522796631, weight_update_time: 0.2160178572, other_time: 3.4045104980
epoch time: 8.3017187119s, input_fired_time: 0.1795469522, output_fired_time: 0.0000000000, propagate_forward_time: 7.5260248184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961465836
validation[          , genome  7027] predictions:    9689/  10000 (96.89%), best:    9739/10000 (97.39%), error:       982.88251, best error:       844.30115 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.7614212036s, input_fired_time: 1.3889460564, output_fired_time: 1.3637841940, propagate_forward_time: 37.2953262329, propagate_backward_time: 56.2510299683, weight_update_time: 0.2179749757, other_time: 3.4623336792
epoch time: 8.3705110550s, input_fired_time: 0.1797896177, output_fired_time: 0.0000000000, propagate_forward_time: 7.5907649994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999565125
validation[          , genome  7027] predictions:    9727/  10000 (97.27%), best:    9739/10000 (97.39%), error:       904.67224, best error:       844.30115 on epoch:    65, 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: 41.7349853516s, input_fired_time: 0.8851811886, output_fired_time: 0.0000000000, propagate_forward_time: 37.7057418823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1440620422
best training[          , genome  7027] predictions:   49566/  50000 (99.13%), best:    9739/10000 (97.39%), error:      1755.36584, best error:       844.30115 on epoch:    65, 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: 8.3199529648s, input_fired_time: 0.1761246324, output_fired_time: 0.0000000000, propagate_forward_time: 7.5408401489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029882431
   testing[          , genome  7027] predictions:    9787/  10000 (97.87%), best:    9739/10000 (97.39%), error:       743.34088, best error:       844.30115 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:45:07 (3624): called boinc_finish(0)

</stderr_txt>
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