Nameexact_genome_1512568488_41_6004_1
Workunit2601316
Created7 Dec 2017, 17:34:17 UTC
Sent7 Dec 2017, 17:37:58 UTC
Report deadline15 Dec 2017, 0:15:12 UTC
Received8 Dec 2017, 10:15:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 6 min 11 sec
CPU time3 hours 58 min 5 sec
Validate stateValid
Credit1,818.97
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.27 MB
Peak swap size158.58 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
enome  6004] predictions:    9586/  10000 (95.86%), best:    9694/10000 (96.94%), error:      1333.84583, best error:      1112.17310 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 151.6110839844s, input_fired_time: 1.4665360451, output_fired_time: 1.3110542297, propagate_forward_time: 57.1849288940, propagate_backward_time: 88.1282958984, weight_update_time: 0.1653146893, other_time: 3.5202713013
epoch time: 10.4312572479s, input_fired_time: 0.1815841049, output_fired_time: 0.0000000000, propagate_forward_time: 9.6652154922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844573975
validation[          , genome  6004] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1082.75940, best error:      1082.75940 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.5857543945s, input_fired_time: 1.3825031519, output_fired_time: 1.2116712332, propagate_forward_time: 53.9204902649, propagate_backward_time: 79.8003463745, weight_update_time: 0.1493937671, other_time: 3.2707443237
epoch time: 11.7253456116s, input_fired_time: 0.1728076190, output_fired_time: 0.0000000000, propagate_forward_time: 10.9665451050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859928131
validation[          , genome  6004] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1031.16345, best error:      1031.16345 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 137.1925354004s, input_fired_time: 1.3517889977, output_fired_time: 1.1811369658, propagate_forward_time: 49.8931159973, propagate_backward_time: 81.5221557617, weight_update_time: 0.1493091434, other_time: 3.2443389893
epoch time: 19.5762081146s, input_fired_time: 0.2690525353, output_fired_time: 0.0000000000, propagate_forward_time: 18.3321037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9750518799
validation[          , genome  6004] predictions:    9601/  10000 (96.01%), best:    9699/10000 (96.99%), error:      1307.55566, best error:      1031.16345 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.1479797363s, input_fired_time: 1.4572298527, output_fired_time: 1.2781699896, propagate_forward_time: 53.1335639954, propagate_backward_time: 88.8456573486, weight_update_time: 0.1487207860, other_time: 3.4333648682
epoch time: 11.7703227997s, input_fired_time: 0.1766795963, output_fired_time: 0.0000000000, propagate_forward_time: 11.0008382797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928049088
validation[          , genome  6004] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1047.28040, best error:      1031.16345 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 137.2024841309s, input_fired_time: 1.3713937998, output_fired_time: 1.1830525398, propagate_forward_time: 52.0395622253, propagate_backward_time: 79.3880004883, weight_update_time: 0.1497109085, other_time: 3.2204589844
epoch time: 10.4619255066s, input_fired_time: 0.1673415899, output_fired_time: 0.0000000000, propagate_forward_time: 9.7222394943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723447800
validation[          , genome  6004] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1011.40753, best error:      1011.40753 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 141.1912078857s, input_fired_time: 1.3691743612, output_fired_time: 1.1961466074, propagate_forward_time: 54.8532981873, propagate_backward_time: 80.4813919067, weight_update_time: 0.1476930827, other_time: 3.2911911011
epoch time: 11.7547445297s, input_fired_time: 0.1745830178, output_fired_time: 0.0000000000, propagate_forward_time: 10.9890270233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911340714
validation[          , genome  6004] predictions:    9669/  10000 (96.69%), best:    9692/10000 (96.92%), error:      1102.09595, best error:      1011.40753 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.8133087158s, input_fired_time: 1.3547263145, output_fired_time: 1.1858640909, propagate_forward_time: 52.1798744202, propagate_backward_time: 79.8601226807, weight_update_time: 0.1498356014, other_time: 3.2327270508
epoch time: 10.4301233292s, input_fired_time: 0.1670737416, output_fired_time: 0.0000000000, propagate_forward_time: 9.7014617920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5615873337
validation[          , genome  6004] predictions:    9584/  10000 (95.84%), best:    9692/10000 (96.92%), error:      1399.28564, best error:      1011.40753 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 139.6460266113s, input_fired_time: 2.3854782581, output_fired_time: 1.1912850142, propagate_forward_time: 52.0655326843, propagate_backward_time: 80.7211456299, weight_update_time: 0.1496943086, other_time: 3.2825775146
epoch time: 11.7660093307s, input_fired_time: 0.1733172983, output_fired_time: 0.0000000000, propagate_forward_time: 11.0086984634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839939117
validation[          , genome  6004] predictions:    9690/  10000 (96.90%), best:    9692/10000 (96.92%), error:      1039.12732, best error:      1011.40753 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.8831176758s, input_fired_time: 1.4398545027, output_fired_time: 1.2512922287, propagate_forward_time: 55.4655609131, propagate_backward_time: 84.3386383057, weight_update_time: 0.1488097906, other_time: 3.3877716064
epoch time: 11.6298093796s, input_fired_time: 0.1740811616, output_fired_time: 0.0000000000, propagate_forward_time: 10.8715457916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841827393
validation[          , genome  6004] predictions:    9617/  10000 (96.17%), best:    9692/10000 (96.92%), error:      1193.26440, best error:      1011.40753 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 137.1271820068s, input_fired_time: 1.3566743135, output_fired_time: 1.1796003580, propagate_forward_time: 52.0219573975, propagate_backward_time: 79.3161163330, weight_update_time: 0.1499705762, other_time: 3.2528381348
epoch time: 10.1474637985s, input_fired_time: 0.1665919274, output_fired_time: 0.0000000000, propagate_forward_time: 9.4279384613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529336929
validation[          , genome  6004] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1131.60742, best error:      1011.40753 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 148.6845855713s, input_fired_time: 1.4830775261, output_fired_time: 1.2232694626, propagate_forward_time: 53.7208175659, propagate_backward_time: 87.7782287598, weight_update_time: 0.1635580957, other_time: 4.4791946411
epoch time: 10.5141983032s, input_fired_time: 0.1732474118, output_fired_time: 0.0000000000, propagate_forward_time: 9.7666625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742883682
validation[          , genome  6004] predictions:    9610/  10000 (96.10%), best:    9692/10000 (96.92%), error:      1251.76624, best error:      1011.40753 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.8379974365s, input_fired_time: 1.3906192780, output_fired_time: 1.2056314945, propagate_forward_time: 52.8651199341, propagate_backward_time: 82.0262603760, weight_update_time: 0.1505611986, other_time: 3.3503646851
epoch time: 11.8090991974s, input_fired_time: 0.1765627712, output_fired_time: 0.0000000000, propagate_forward_time: 11.0451517105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873851776
validation[          , genome  6004] predictions:    9644/  10000 (96.44%), best:    9692/10000 (96.92%), error:      1158.83350, best error:      1011.40753 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.0242614746s, input_fired_time: 2.3816924095, output_fired_time: 1.1936441660, propagate_forward_time: 50.2861213684, propagate_backward_time: 80.8904724121, weight_update_time: 0.1536092758, other_time: 3.2723236084
epoch time: 10.3387746811s, input_fired_time: 0.1694424897, output_fired_time: 0.0000000000, propagate_forward_time: 9.5876398087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816926956
validation[          , genome  6004] predictions:    9591/  10000 (95.91%), best:    9692/10000 (96.92%), error:      1339.05627, best error:      1011.40753 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 148.2326965332s, input_fired_time: 1.4787186384, output_fired_time: 1.2588123083, propagate_forward_time: 57.1530227661, propagate_backward_time: 84.9144973755, weight_update_time: 0.1596412659, other_time: 3.4276428223
epoch time: 10.4502429962s, input_fired_time: 0.1716601551, output_fired_time: 0.0000000000, propagate_forward_time: 9.6806621552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979204178
validation[          , genome  6004] predictions:    9642/  10000 (96.42%), best:    9692/10000 (96.92%), error:      1178.99768, best error:      1011.40753 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.6163177490s, input_fired_time: 1.3758517504, output_fired_time: 1.2275402546, propagate_forward_time: 50.8349914551, propagate_backward_time: 81.8526306152, weight_update_time: 0.1508544385, other_time: 4.3253021240
epoch time: 11.7797775269s, input_fired_time: 0.1768335104, output_fired_time: 0.0000000000, propagate_forward_time: 9.9918470383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6110973358
validation[          , genome  6004] predictions:    9674/  10000 (96.74%), best:    9692/10000 (96.92%), error:      1062.22266, best error:      1011.40753 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 139.8567047119s, input_fired_time: 1.3844773769, output_fired_time: 1.2014311552, propagate_forward_time: 52.1474494934, propagate_backward_time: 81.8824539185, weight_update_time: 0.1532237083, other_time: 3.2408981323
epoch time: 10.5210762024s, input_fired_time: 0.1730749756, output_fired_time: 0.0000000000, propagate_forward_time: 9.7512779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5967235565
validation[          , genome  6004] predictions:    9666/  10000 (96.66%), best:    9692/10000 (96.92%), error:      1103.72534, best error:      1011.40753 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 137.7531433105s, input_fired_time: 1.3661175966, output_fired_time: 1.1894689798, propagate_forward_time: 52.2972526550, propagate_backward_time: 79.6548309326, weight_update_time: 0.1496972442, other_time: 3.2454681396
epoch time: 11.5845212936s, input_fired_time: 0.1750566959, output_fired_time: 0.0000000000, propagate_forward_time: 10.8231267929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863380432
validation[          , genome  6004] predictions:    9711/  10000 (97.11%), best:    9692/10000 (96.92%), error:      1044.17371, best error:      1011.40753 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 137.8371429443s, input_fired_time: 1.3630590439, output_fired_time: 1.1943503618, propagate_forward_time: 52.3527984619, propagate_backward_time: 78.6911010742, weight_update_time: 0.1493273228, other_time: 4.2358398438
epoch time: 10.5043039322s, input_fired_time: 0.1717886627, output_fired_time: 0.0000000000, propagate_forward_time: 9.7603874207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721282959
validation[          , genome  6004] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       927.79706, best error:       927.79706 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.7890625000s, input_fired_time: 2.3996195793, output_fired_time: 1.2266191244, propagate_forward_time: 53.6696968079, propagate_backward_time: 83.1557388306, weight_update_time: 0.1564342678, other_time: 3.3373947144
epoch time: 11.8147888184s, input_fired_time: 0.1751254797, output_fired_time: 0.0000000000, propagate_forward_time: 11.0458517075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938119888
validation[          , genome  6004] predictions:    9651/  10000 (96.51%), best:    9716/10000 (97.16%), error:      1120.82129, best error:       927.79706 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.8237609863s, input_fired_time: 1.3544110060, output_fired_time: 1.1812000275, propagate_forward_time: 49.8623924255, propagate_backward_time: 81.2400817871, weight_update_time: 0.1484056264, other_time: 3.1856689453
epoch time: 10.4800596237s, input_fired_time: 0.1697297990, output_fired_time: 0.0000000000, propagate_forward_time: 9.7401189804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702104568
validation[          , genome  6004] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       927.17291, best error:       927.17291 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.0134582520s, input_fired_time: 1.3781793118, output_fired_time: 1.1891406775, propagate_forward_time: 50.3374595642, propagate_backward_time: 81.8032302856, weight_update_time: 0.1493630111, other_time: 3.3054428101
epoch time: 12.1661481857s, input_fired_time: 1.1857057810, output_fired_time: 0.0000000000, propagate_forward_time: 10.3384160995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420259476
validation[          , genome  6004] predictions:    9719/  10000 (97.19%), best:    9733/10000 (97.33%), error:       978.03503, best error:       927.17291 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.8814392090s, input_fired_time: 1.3911452293, output_fired_time: 1.2443604469, propagate_forward_time: 53.4924201965, propagate_backward_time: 80.4793472290, weight_update_time: 0.1575247496, other_time: 3.2741775513
epoch time: 11.6949033737s, input_fired_time: 0.1717080474, output_fired_time: 0.0000000000, propagate_forward_time: 10.9628400803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603551865
validation[          , genome  6004] predictions:    9648/  10000 (96.48%), best:    9733/10000 (97.33%), error:      1080.74622, best error:       927.17291 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.4711456299s, input_fired_time: 1.4417907000, output_fired_time: 1.2723643780, propagate_forward_time: 54.8420677185, propagate_backward_time: 86.4905166626, weight_update_time: 0.1587549001, other_time: 3.4244003296
epoch time: 11.6494626999s, input_fired_time: 0.1729366183, output_fired_time: 0.0000000000, propagate_forward_time: 10.8923635483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841627121
validation[          , genome  6004] predictions:    9707/  10000 (97.07%), best:    9733/10000 (97.33%), error:       940.12677, best error:       927.17291 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.0414428711s, input_fired_time: 2.3983130455, output_fired_time: 1.1774128675, propagate_forward_time: 50.9623947144, propagate_backward_time: 78.3093109131, weight_update_time: 0.1488146484, other_time: 3.1940078735
epoch time: 11.6207513809s, input_fired_time: 0.1734351367, output_fired_time: 0.0000000000, propagate_forward_time: 10.8682622910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790538788
validation[          , genome  6004] predictions:    9621/  10000 (96.21%), best:    9733/10000 (97.33%), error:      1204.81921, best error:       927.17291 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.3287658691s, input_fired_time: 1.3650318384, output_fired_time: 1.1898026466, propagate_forward_time: 50.0767478943, propagate_backward_time: 81.4717941284, weight_update_time: 0.1504810303, other_time: 3.2253799438
epoch time: 10.4920406342s, input_fired_time: 0.1726565659, output_fired_time: 0.0000000000, propagate_forward_time: 9.7491865158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701971054
validation[          , genome  6004] predictions:    9675/  10000 (96.75%), best:    9733/10000 (97.33%), error:      1033.16296, best error:       927.17291 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.4623413086s, input_fired_time: 1.4113910198, output_fired_time: 1.2145839930, propagate_forward_time: 54.9757575989, propagate_backward_time: 80.5526199341, weight_update_time: 0.1491973251, other_time: 3.3079910278
epoch time: 10.7232084274s, input_fired_time: 0.1773833036, output_fired_time: 0.0000000000, propagate_forward_time: 9.9574604034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883646011
validation[          , genome  6004] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       910.19470, best error:       910.19470 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 138.5632934570s, input_fired_time: 1.3785833120, output_fired_time: 1.1938841343, propagate_forward_time: 52.5240821838, propagate_backward_time: 79.2156219482, weight_update_time: 0.1491200477, other_time: 4.2511291504
epoch time: 12.0589609146s, input_fired_time: 0.1729014665, output_fired_time: 0.0000000000, propagate_forward_time: 11.3029394150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831203461
validation[          , genome  6004] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1056.01086, best error:       910.19470 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 152.9496459961s, input_fired_time: 2.5387558937, output_fired_time: 1.3686077595, propagate_forward_time: 57.0562973022, propagate_backward_time: 88.4477920532, weight_update_time: 0.1566897482, other_time: 3.5381927490
epoch time: 11.7297706604s, input_fired_time: 0.1759572923, output_fired_time: 0.0000000000, propagate_forward_time: 10.9625968933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912160873
validation[          , genome  6004] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       914.68762, best error:       910.19470 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 137.5262451172s, input_fired_time: 1.3614969254, output_fired_time: 1.2591658831, propagate_forward_time: 51.0629768372, propagate_backward_time: 80.5828704834, weight_update_time: 0.1492314339, other_time: 3.2597351074
epoch time: 10.3022985458s, input_fired_time: 0.1693139523, output_fired_time: 0.0000000000, propagate_forward_time: 9.5700349808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629491806
validation[          , genome  6004] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       880.51794, best error:       880.51794 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 137.1295776367s, input_fired_time: 1.3612679243, output_fired_time: 1.1887761354, propagate_forward_time: 54.0393447876, propagate_backward_time: 77.3354568481, weight_update_time: 0.1481392831, other_time: 3.2047271729
epoch time: 11.6978702545s, input_fired_time: 0.1747800559, output_fired_time: 0.0000000000, propagate_forward_time: 10.9282865524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948038101
validation[          , genome  6004] predictions:    9646/  10000 (96.46%), best:    9729/10000 (97.29%), error:      1184.74292, best error:       880.51794 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 137.6835632324s, input_fired_time: 1.3659782410, output_fired_time: 1.1851443052, propagate_forward_time: 54.2045249939, propagate_backward_time: 77.6966018677, weight_update_time: 0.1493023336, other_time: 3.2313003540
epoch time: 10.3827886581s, input_fired_time: 0.1706802994, output_fired_time: 0.0000000000, propagate_forward_time: 9.6430597305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690488815
validation[          , genome  6004] predictions:    9704/  10000 (97.04%), best:    9729/10000 (97.29%), error:       981.03223, best error:       880.51794 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.1117401123s, input_fired_time: 1.3680818081, output_fired_time: 1.1842634678, propagate_forward_time: 52.0669746399, propagate_backward_time: 78.2668914795, weight_update_time: 0.1485717744, other_time: 4.2255249023
epoch time: 15.4641847610s, input_fired_time: 0.3254623711, output_fired_time: 0.0000000000, propagate_forward_time: 13.3367013931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8020210266
validation[          , genome  6004] predictions:    9677/  10000 (96.77%), best:    9729/10000 (97.29%), error:      1017.51489, best error:       880.51794 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 139.8144836426s, input_fired_time: 1.3856762648, output_fired_time: 3.2130327225, propagate_forward_time: 53.1120910645, propagate_backward_time: 78.9080047607, weight_update_time: 0.1466091722, other_time: 3.1956787109
epoch time: 10.3413133621s, input_fired_time: 0.1686439067, output_fired_time: 0.0000000000, propagate_forward_time: 9.6093873978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632820129
validation[          , genome  6004] predictions:    9687/  10000 (96.87%), best:    9729/10000 (97.29%), error:       991.96735, best error:       880.51794 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 137.4269561768s, input_fired_time: 1.3677757978, output_fired_time: 1.1804920435, propagate_forward_time: 51.1514053345, propagate_backward_time: 80.5020828247, weight_update_time: 0.1493522376, other_time: 3.2251892090
epoch time: 11.7624473572s, input_fired_time: 0.1769717932, output_fired_time: 0.0000000000, propagate_forward_time: 10.9932241440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922517776
validation[          , genome  6004] predictions:    9670/  10000 (96.70%), best:    9729/10000 (97.29%), error:      1035.44299, best error:       880.51794 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.6396789551s, input_fired_time: 1.3699506521, output_fired_time: 1.1836230755, propagate_forward_time: 50.2605781555, propagate_backward_time: 81.5988311768, weight_update_time: 0.1491029710, other_time: 3.2266998291
epoch time: 10.3829174042s, input_fired_time: 0.1722861230, output_fired_time: 0.0000000000, propagate_forward_time: 9.6411590576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694723129
validation[          , genome  6004] predictions:    9695/  10000 (96.95%), best:    9729/10000 (97.29%), error:      1001.63623, best error:       880.51794 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 137.1145935059s, input_fired_time: 1.3690639734, output_fired_time: 1.1865650415, propagate_forward_time: 51.0354270935, propagate_backward_time: 80.3157653809, weight_update_time: 0.1483302861, other_time: 3.2077636719
epoch time: 11.5813264847s, input_fired_time: 0.1749026626, output_fired_time: 0.0000000000, propagate_forward_time: 10.8185567856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878667831
validation[          , genome  6004] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       865.32867, best error:       865.32867 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 141.6327819824s, input_fired_time: 1.4170483351, output_fired_time: 1.2103292942, propagate_forward_time: 51.6978302002, propagate_backward_time: 83.9957580566, weight_update_time: 0.1577600986, other_time: 3.3118133545
epoch time: 10.4991989136s, input_fired_time: 0.1745875031, output_fired_time: 0.0000000000, propagate_forward_time: 9.7456979752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789136887
validation[          , genome  6004] predictions:    9724/  10000 (97.24%), best:    9743/10000 (97.43%), error:       909.65900, best error:       865.32867 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 137.3154144287s, input_fired_time: 1.3710918427, output_fired_time: 1.1833783388, propagate_forward_time: 53.2970504761, propagate_backward_time: 78.2383346558, weight_update_time: 0.1491674185, other_time: 3.2255554199
epoch time: 11.6414585114s, input_fired_time: 0.1776735336, output_fired_time: 0.0000000000, propagate_forward_time: 10.8774986267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862865448
validation[          , genome  6004] predictions:    9565/  10000 (95.65%), best:    9743/10000 (97.43%), error:      1401.27246, best error:       865.32867 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 135.8634338379s, input_fired_time: 1.3635734320, output_fired_time: 1.1730347872, propagate_forward_time: 50.4287490845, propagate_backward_time: 77.8727569580, weight_update_time: 0.1481343359, other_time: 5.0253219604
epoch time: 10.3567514420s, input_fired_time: 0.1706651598, output_fired_time: 0.0000000000, propagate_forward_time: 9.6282310486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578556061
validation[          , genome  6004] predictions:    9703/  10000 (97.03%), best:    9743/10000 (97.43%), error:       954.38092, best error:       865.32867 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 137.3329772949s, input_fired_time: 1.3629775047, output_fired_time: 1.1838090420, propagate_forward_time: 51.0118293762, propagate_backward_time: 80.5471420288, weight_update_time: 0.1500501484, other_time: 3.2272262573
epoch time: 11.7483549118s, input_fired_time: 0.1760320067, output_fired_time: 0.0000000000, propagate_forward_time: 10.9932718277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790510178
validation[          , genome  6004] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       859.72186, best error:       859.72186 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.4711456299s, input_fired_time: 1.4479106665, output_fired_time: 1.2493734360, propagate_forward_time: 56.6064720154, propagate_backward_time: 82.8133010864, weight_update_time: 0.1497622877, other_time: 3.3540878296
epoch time: 10.4477949142s, input_fired_time: 0.1747868061, output_fired_time: 0.0000000000, propagate_forward_time: 9.6827535629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902547836
validation[          , genome  6004] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       933.60547, best error:       859.72186 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.6615295410s, input_fired_time: 1.3878020048, output_fired_time: 1.1878002882, propagate_forward_time: 50.1383285522, propagate_backward_time: 81.7235488892, weight_update_time: 0.1485811323, other_time: 3.2240447998
epoch time: 14.6998701096s, input_fired_time: 0.2180052996, output_fired_time: 0.0000000000, propagate_forward_time: 13.7855815887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962833405
validation[          , genome  6004] predictions:    9572/  10000 (95.72%), best:    9742/10000 (97.42%), error:      1475.35193, best error:       859.72186 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 155.6627960205s, input_fired_time: 1.5695774555, output_fired_time: 1.3039855957, propagate_forward_time: 55.6230278015, propagate_backward_time: 93.5270690918, weight_update_time: 0.1616501957, other_time: 3.6391296387
epoch time: 13.5364732742s, input_fired_time: 0.2123852372, output_fired_time: 0.0000000000, propagate_forward_time: 12.6788120270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452760696
validation[          , genome  6004] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       867.75824, best error:       859.72186 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.4522247314s, input_fired_time: 1.4479771852, output_fired_time: 1.2246690989, propagate_forward_time: 55.3276863098, propagate_backward_time: 85.0498275757, weight_update_time: 0.1488048583, other_time: 3.4020614624
epoch time: 10.4933996201s, input_fired_time: 0.1723208874, output_fired_time: 0.0000000000, propagate_forward_time: 9.7545385361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665397644
validation[          , genome  6004] predictions:    9734/  10000 (97.34%), best:    9742/10000 (97.42%), error:       878.95203, best error:       859.72186 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 141.4237518311s, input_fired_time: 1.3889889717, output_fired_time: 1.1994303465, propagate_forward_time: 55.8885841370, propagate_backward_time: 79.5912628174, weight_update_time: 0.1665173769, other_time: 3.3554840088
epoch time: 10.4116363525s, input_fired_time: 0.1748230308, output_fired_time: 0.0000000000, propagate_forward_time: 9.6631574631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736560822
validation[          , genome  6004] predictions:    9692/  10000 (96.92%), best:    9742/10000 (97.42%), error:       972.68658, best error:       859.72186 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 137.9268951416s, input_fired_time: 1.3750929832, output_fired_time: 1.1890636683, propagate_forward_time: 52.2979087830, propagate_backward_time: 78.8082122803, weight_update_time: 0.1492022723, other_time: 4.2566223145
epoch time: 11.7250852585s, input_fired_time: 0.1801341921, output_fired_time: 0.0000000000, propagate_forward_time: 10.9569444656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880069733
validation[          , genome  6004] predictions:    9741/  10000 (97.41%), best:    9742/10000 (97.42%), error:       889.99200, best error:       859.72186 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.2135162354s, input_fired_time: 1.3834737539, output_fired_time: 1.1843979359, propagate_forward_time: 50.0980758667, propagate_backward_time: 79.3277587891, weight_update_time: 0.1480967999, other_time: 4.2198104858
epoch time: 11.7191648483s, input_fired_time: 0.1770783365, output_fired_time: 0.0000000000, propagate_forward_time: 10.9646549225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774316788
validation[          , genome  6004] predictions:    9738/  10000 (97.38%), best:    9742/10000 (97.42%), error:       875.88916, best error:       859.72186 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 145.7150268555s, input_fired_time: 1.4903793335, output_fired_time: 1.2535444498, propagate_forward_time: 53.0943031311, propagate_backward_time: 86.3618621826, weight_update_time: 0.1497725248, other_time: 3.5149383545
epoch time: 11.6317596436s, input_fired_time: 0.1768740863, output_fired_time: 0.0000000000, propagate_forward_time: 10.8676042557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872812271
validation[          , genome  6004] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       896.65259, best error:       859.72186 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.0389099121s, input_fired_time: 2.2793102264, output_fired_time: 1.1861705780, propagate_forward_time: 51.0240020752, propagate_backward_time: 79.3437957764, weight_update_time: 0.1481231004, other_time: 3.2056274414
epoch time: 10.3938045502s, input_fired_time: 0.1715736836, output_fired_time: 0.0000000000, propagate_forward_time: 9.6585750580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636558533
validation[          , genome  6004] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       807.31635, best error:       807.31635 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 140.0752105713s, input_fired_time: 2.4014010429, output_fired_time: 1.1895587444, propagate_forward_time: 51.2833518982, propagate_backward_time: 81.9238204956, weight_update_time: 0.1510206610, other_time: 3.2770767212
epoch time: 11.8248205185s, input_fired_time: 0.1803589612, output_fired_time: 0.0000000000, propagate_forward_time: 11.0508842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935773849
validation[          , genome  6004] predictions:    9719/  10000 (97.19%), best:    9770/10000 (97.70%), error:       929.99768, best error:       807.31635 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 141.1865539551s, input_fired_time: 1.4137952328, output_fired_time: 1.2206479311, propagate_forward_time: 56.1612930298, propagate_backward_time: 79.1268692017, weight_update_time: 0.1488146484, other_time: 3.2639617920
epoch time: 11.5751504898s, input_fired_time: 0.1770202219, output_fired_time: 0.0000000000, propagate_forward_time: 10.8147859573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833444595
validation[          , genome  6004] predictions:    9731/  10000 (97.31%), best:    9770/10000 (97.70%), error:       862.44073, best error:       807.31635 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 136.6025695801s, input_fired_time: 2.3860528469, output_fired_time: 1.1871275902, propagate_forward_time: 52.2222747803, propagate_backward_time: 76.5444335938, weight_update_time: 0.1493194997, other_time: 4.2626800537
epoch time: 11.6973714828s, input_fired_time: 0.1796899885, output_fired_time: 0.0000000000, propagate_forward_time: 10.9248895645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927915573
validation[          , genome  6004] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       784.01990, best error:       784.01990 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 138.0455169678s, input_fired_time: 1.3730454445, output_fired_time: 1.1866649389, propagate_forward_time: 53.3855781555, propagate_backward_time: 78.8842773438, weight_update_time: 0.1479345858, other_time: 3.2159576416
epoch time: 11.4921026230s, input_fired_time: 0.1736701578, output_fired_time: 0.0000000000, propagate_forward_time: 10.7472734451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711593628
validation[          , genome  6004] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       920.90283, best error:       784.01990 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 135.7557067871s, input_fired_time: 1.3730086088, output_fired_time: 1.1862167120, propagate_forward_time: 51.8536415100, propagate_backward_time: 77.1307830811, weight_update_time: 0.1473383009, other_time: 4.2120666504
epoch time: 11.6696033478s, input_fired_time: 0.1792540550, output_fired_time: 0.0000000000, propagate_forward_time: 9.9932184219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4971303940
validation[          , genome  6004] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1022.06891, best error:       784.01990 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.5331726074s, input_fired_time: 1.3781809807, output_fired_time: 1.1871742010, propagate_forward_time: 51.2026138306, propagate_backward_time: 80.5669784546, weight_update_time: 0.1478060782, other_time: 3.1982269287
epoch time: 11.6822671890s, input_fired_time: 0.1829329282, output_fired_time: 0.0000000000, propagate_forward_time: 10.8479032516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514310837
validation[          , genome  6004] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       864.43488, best error:       784.01990 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.4199218750s, input_fired_time: 1.3958967924, output_fired_time: 1.2150144577, propagate_forward_time: 52.8920593262, propagate_backward_time: 81.5891723633, weight_update_time: 0.1494494975, other_time: 3.3277893066
epoch time: 11.7284164429s, input_fired_time: 0.1779330224, output_fired_time: 0.0000000000, propagate_forward_time: 10.9699201584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805635452
validation[          , genome  6004] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       830.58136, best error:       784.01990 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.4303131104s, input_fired_time: 1.3784624338, output_fired_time: 1.1778784990, propagate_forward_time: 52.1913948059, propagate_backward_time: 79.4594879150, weight_update_time: 0.1489797831, other_time: 3.2230987549
epoch time: 10.3098688126s, input_fired_time: 0.1738979071, output_fired_time: 0.0000000000, propagate_forward_time: 9.5679340363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680370331
validation[          , genome  6004] predictions:    9752/  10000 (97.52%), best:    9767/10000 (97.67%), error:       814.69440, best error:       784.01990 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.7760620117s, input_fired_time: 1.3822458982, output_fired_time: 1.2083637714, propagate_forward_time: 51.1433296204, propagate_backward_time: 78.8930892944, weight_update_time: 0.1487814188, other_time: 4.1490402222
epoch time: 11.7878189087s, input_fired_time: 0.1794226468, output_fired_time: 0.0000000000, propagate_forward_time: 11.0157308578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926656723
validation[          , genome  6004] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       884.95343, best error:       784.01990 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 137.4104461670s, input_fired_time: 1.3796945810, output_fired_time: 1.2418739796, propagate_forward_time: 53.0737304688, propagate_backward_time: 78.5183792114, weight_update_time: 0.1487446874, other_time: 3.1967697144
epoch time: 10.1368904114s, input_fired_time: 0.1692959070, output_fired_time: 0.0000000000, propagate_forward_time: 9.4200429916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475511551
validation[          , genome  6004] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       821.72461, best error:       784.01990 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 141.4181671143s, input_fired_time: 1.4212871790, output_fired_time: 1.1993504763, propagate_forward_time: 52.0249176025, propagate_backward_time: 82.4984588623, weight_update_time: 0.1483244896, other_time: 4.2741546631
epoch time: 12.2156848907s, input_fired_time: 0.1846746206, output_fired_time: 0.0000000000, propagate_forward_time: 11.3787832260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522274017
validation[          , genome  6004] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       858.02563, best error:       784.01990 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 150.0397033691s, input_fired_time: 1.4540784359, output_fired_time: 1.2827527523, propagate_forward_time: 57.4453125000, propagate_backward_time: 86.3114624023, weight_update_time: 0.1591257304, other_time: 3.5461120605
epoch time: 10.4993896484s, input_fired_time: 0.1719440818, output_fired_time: 0.0000000000, propagate_forward_time: 9.7608089447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666370392
validation[          , genome  6004] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       854.52454, best error:       784.01990 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 148.9192047119s, input_fired_time: 1.4671497345, output_fired_time: 1.3505686522, propagate_forward_time: 56.0556411743, propagate_backward_time: 86.6065597534, weight_update_time: 0.1501795352, other_time: 3.4392852783
epoch time: 10.4662179947s, input_fired_time: 0.1745991856, output_fired_time: 0.0000000000, propagate_forward_time: 9.7276268005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639915466
validation[          , genome  6004] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       882.78442, best error:       784.01990 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 137.8906402588s, input_fired_time: 1.3818480968, output_fired_time: 1.1827083826, propagate_forward_time: 50.4650650024, propagate_backward_time: 80.6163024902, weight_update_time: 0.1492279768, other_time: 4.2447128296
epoch time: 11.8466358185s, input_fired_time: 0.1789730042, output_fired_time: 0.0000000000, propagate_forward_time: 11.0889043808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787582397
validation[          , genome  6004] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       839.50720, best error:       784.01990 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 152.1023712158s, input_fired_time: 1.5327126980, output_fired_time: 1.3046079874, propagate_forward_time: 58.7416267395, propagate_backward_time: 86.9893875122, weight_update_time: 0.1564107686, other_time: 3.5340347290
epoch time: 11.6708574295s, input_fired_time: 1.1888859272, output_fired_time: 0.0000000000, propagate_forward_time: 9.8995819092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823898315
validation[          , genome  6004] predictions:    9724/  10000 (97.24%), best:    9767/10000 (97.67%), error:       893.53888, best error:       784.01990 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.1073150635s, input_fired_time: 1.4678345919, output_fired_time: 1.2058265209, propagate_forward_time: 51.8869476318, propagate_backward_time: 86.1532821655, weight_update_time: 0.1661859453, other_time: 3.3934249878
epoch time: 11.6568927765s, input_fired_time: 0.1789999008, output_fired_time: 0.0000000000, propagate_forward_time: 10.8952770233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826158524
validation[          , genome  6004] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       801.60651, best error:       784.01990 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.9511566162s, input_fired_time: 2.5197286606, output_fired_time: 2.2914714813, propagate_forward_time: 56.4961853027, propagate_backward_time: 82.2577667236, weight_update_time: 0.1646956652, other_time: 3.3860015869
epoch time: 16.1336975098s, input_fired_time: 0.2515938878, output_fired_time: 0.0000000000, propagate_forward_time: 15.1242904663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7578134537
validation[          , genome  6004] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       943.35376, best error:       784.01990 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 142.7975616455s, input_fired_time: 2.4346673489, output_fired_time: 1.2130684853, propagate_forward_time: 53.3595924377, propagate_backward_time: 82.4216003418, weight_update_time: 0.1496390849, other_time: 3.3686370850
epoch time: 11.7241401672s, input_fired_time: 0.1783064008, output_fired_time: 0.0000000000, propagate_forward_time: 9.9477643967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5980691910
validation[          , genome  6004] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       842.92981, best error:       784.01990 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 140.5530242920s, input_fired_time: 1.3879101276, output_fired_time: 1.1944314241, propagate_forward_time: 52.3110961914, propagate_backward_time: 82.3365097046, weight_update_time: 0.1524206549, other_time: 3.3230819702
epoch time: 10.5051345825s, input_fired_time: 0.1729913950, output_fired_time: 0.0000000000, propagate_forward_time: 9.7653312683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668115616
validation[          , genome  6004] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       831.18842, best error:       784.01990 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.9360198975s, input_fired_time: 1.3932170868, output_fired_time: 1.1824710369, propagate_forward_time: 51.9105529785, propagate_backward_time: 78.3352508545, weight_update_time: 0.1479521096, other_time: 4.1145324707
epoch time: 11.8398895264s, input_fired_time: 0.1842030287, output_fired_time: 0.0000000000, propagate_forward_time: 11.0694646835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862216949
validation[          , genome  6004] predictions:    9694/  10000 (96.94%), best:    9767/10000 (97.67%), error:       995.51508, best error:       784.01990 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.3868865967s, input_fired_time: 1.4488495588, output_fired_time: 1.2486752272, propagate_forward_time: 54.1795883179, propagate_backward_time: 83.1271286011, weight_update_time: 0.1583030522, other_time: 3.3826446533
epoch time: 10.5178012848s, input_fired_time: 0.1765051186, output_fired_time: 0.0000000000, propagate_forward_time: 9.7676382065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736579895
validation[          , genome  6004] predictions:    9706/  10000 (97.06%), best:    9767/10000 (97.67%), error:       935.38861, best error:       784.01990 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 138.3464965820s, input_fired_time: 1.3876019716, output_fired_time: 1.1898379326, propagate_forward_time: 52.6134262085, propagate_backward_time: 79.9206390381, weight_update_time: 0.1492519975, other_time: 3.2349929810
epoch time: 11.7667741776s, input_fired_time: 0.1795140207, output_fired_time: 0.0000000000, propagate_forward_time: 11.0027666092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844936371
validation[          , genome  6004] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       883.84558, best error:       784.01990 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 137.6261749268s, input_fired_time: 1.3830256462, output_fired_time: 1.1874172688, propagate_forward_time: 51.1926002502, propagate_backward_time: 80.6442108154, weight_update_time: 0.1488698274, other_time: 3.2189178467
epoch time: 10.3867540359s, input_fired_time: 0.1732039899, output_fired_time: 0.0000000000, propagate_forward_time: 9.6413087845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722408295
validation[          , genome  6004] predictions:    9613/  10000 (96.13%), best:    9767/10000 (97.67%), error:      1184.50012, best error:       784.01990 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 139.2009735107s, input_fired_time: 2.4029874802, output_fired_time: 1.2055231333, propagate_forward_time: 51.9509353638, propagate_backward_time: 80.3718338013, weight_update_time: 0.1503774673, other_time: 3.2696990967
epoch time: 11.5477161407s, input_fired_time: 0.1758565605, output_fired_time: 0.0000000000, propagate_forward_time: 10.7923603058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794992447
validation[          , genome  6004] predictions:    9768/  10000 (97.68%), best:    9767/10000 (97.67%), error:       814.89380, best error:       784.01990 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 137.6905670166s, input_fired_time: 1.3872733116, output_fired_time: 1.1878658533, propagate_forward_time: 51.2352600098, propagate_backward_time: 80.6614456177, weight_update_time: 0.1493150443, other_time: 3.2187271118
epoch time: 10.3607816696s, input_fired_time: 0.1729771644, output_fired_time: 0.0000000000, propagate_forward_time: 9.6288671494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589370728
validation[          , genome  6004] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       838.36865, best error:       784.01990 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 137.6878967285s, input_fired_time: 1.3811156750, output_fired_time: 1.1860249043, propagate_forward_time: 53.1242904663, propagate_backward_time: 78.7725143433, weight_update_time: 0.1495403945, other_time: 3.2239532471
epoch time: 11.6251153946s, input_fired_time: 0.1785703152, output_fired_time: 0.0000000000, propagate_forward_time: 10.8680620193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784826279
validation[          , genome  6004] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       805.73846, best error:       784.01990 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 137.7635498047s, input_fired_time: 1.3924039602, output_fired_time: 1.1961159706, propagate_forward_time: 51.1643905640, propagate_backward_time: 80.7905426025, weight_update_time: 0.1481823325, other_time: 3.2200851440
epoch time: 10.4051876068s, input_fired_time: 0.1760784984, output_fired_time: 0.0000000000, propagate_forward_time: 9.6538715363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752372742
validation[          , genome  6004] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       819.74304, best error:       784.01990 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 138.3825683594s, input_fired_time: 1.3887066841, output_fired_time: 1.1952799559, propagate_forward_time: 53.5386657715, propagate_backward_time: 79.0120849609, weight_update_time: 0.1496635079, other_time: 3.2478332520
epoch time: 12.1507520676s, input_fired_time: 0.1824554652, output_fired_time: 0.0000000000, propagate_forward_time: 11.3672199249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010770798
validation[          , genome  6004] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       819.14954, best error:       784.01990 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.2756042480s, input_fired_time: 1.3880077600, output_fired_time: 1.1866856813, propagate_forward_time: 52.2247619629, propagate_backward_time: 79.2513046265, weight_update_time: 0.1493633837, other_time: 3.2248458862
epoch time: 10.5545978546s, input_fired_time: 0.1851296574, output_fired_time: 0.0000000000, propagate_forward_time: 9.7909116745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785560608
validation[          , genome  6004] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       775.40100, best error:       775.40100 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 143.2681579590s, input_fired_time: 1.4464957714, output_fired_time: 1.2273041010, propagate_forward_time: 52.8654899597, propagate_backward_time: 83.2823486328, weight_update_time: 0.1478444785, other_time: 4.4465026855
epoch time: 11.4589080811s, input_fired_time: 0.1763545573, output_fired_time: 0.0000000000, propagate_forward_time: 10.7164173126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661363602
validation[          , genome  6004] predictions:    9706/  10000 (97.06%), best:    9768/10000 (97.68%), error:       982.31372, best error:       775.40100 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 148.1849212646s, input_fired_time: 1.4917302132, output_fired_time: 1.2977025509, propagate_forward_time: 55.1876487732, propagate_backward_time: 86.7479782104, weight_update_time: 0.1495902836, other_time: 3.4598617554
epoch time: 12.2186470032s, input_fired_time: 0.1829344332, output_fired_time: 0.0000000000, propagate_forward_time: 11.4458913803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898208618
validation[          , genome  6004] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       831.86316, best error:       775.40100 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.0079040527s, input_fired_time: 1.4006147385, output_fired_time: 1.1987166405, propagate_forward_time: 52.4154167175, propagate_backward_time: 79.7374114990, weight_update_time: 0.1499112844, other_time: 3.2557373047
epoch time: 10.3248758316s, input_fired_time: 0.1732738018, output_fired_time: 0.0000000000, propagate_forward_time: 9.5845842361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670175552
validation[          , genome  6004] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       848.76062, best error:       775.40100 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 139.8653564453s, input_fired_time: 1.3923012018, output_fired_time: 2.2154288292, propagate_forward_time: 51.9237251282, propagate_backward_time: 81.1045684814, weight_update_time: 0.1479487121, other_time: 3.2293395996
epoch time: 11.0752668381s, input_fired_time: 0.1906289011, output_fired_time: 0.0000000000, propagate_forward_time: 10.2774810791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071567535
validation[          , genome  6004] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       837.64606, best error:       775.40100 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 153.2780303955s, input_fired_time: 2.5392770767, output_fired_time: 1.3253412247, propagate_forward_time: 56.5688552856, propagate_backward_time: 87.3547439575, weight_update_time: 0.1496624798, other_time: 5.4898071289
epoch time: 10.3330869675s, input_fired_time: 0.1760901064, output_fired_time: 0.0000000000, propagate_forward_time: 9.5868911743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701055527
validation[          , genome  6004] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       856.60297, best error:       775.40100 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.2527618408s, input_fired_time: 1.5075238943, output_fired_time: 1.2372735739, propagate_forward_time: 53.6836662292, propagate_backward_time: 86.4051513672, weight_update_time: 0.1486518830, other_time: 4.4191436768
epoch time: 10.4860124588s, input_fired_time: 0.1747130305, output_fired_time: 0.0000000000, propagate_forward_time: 9.7493343353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619649887
validation[          , genome  6004] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       847.14813, best error:       775.40100 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.7062225342s, input_fired_time: 1.3845711946, output_fired_time: 1.1877374649, propagate_forward_time: 51.0974159241, propagate_backward_time: 80.8181915283, weight_update_time: 0.1483665854, other_time: 3.2183074951
epoch time: 11.6985569000s, input_fired_time: 0.1816745847, output_fired_time: 0.0000000000, propagate_forward_time: 10.9348649979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820169449
validation[          , genome  6004] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       847.84991, best error:       775.40100 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.6100158691s, input_fired_time: 1.3806754351, output_fired_time: 1.1780152321, propagate_forward_time: 52.7718963623, propagate_backward_time: 78.0852966309, weight_update_time: 0.1475038975, other_time: 3.1941375732
epoch time: 10.9922809601s, input_fired_time: 0.1757881194, output_fired_time: 0.0000000000, propagate_forward_time: 10.2369251251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795679092
validation[          , genome  6004] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       865.75037, best error:       775.40100 on epoch:    92, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 61.9178428650s, input_fired_time: 1.0139516592, output_fired_time: 0.0000000000, propagate_forward_time: 57.5094490051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3944435120
best training[          , genome  6004] predictions:   49632/  50000 (99.26%), best:    9768/10000 (97.68%), error:      1663.80945, best error:       775.40100 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.6979436874s, input_fired_time: 0.1796913743, output_fired_time: 0.0000000000, propagate_forward_time: 10.9354019165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828504562
   testing[          , genome  6004] predictions:    9808/  10000 (98.08%), best:    9768/10000 (97.68%), error:       657.77594, best error:       775.40100 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:30:25 (11752): called boinc_finish(0)

</stderr_txt>
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