Nameexact_genome_1512568488_44_3762_1
Workunit2590090
Created7 Dec 2017, 6:34:52 UTC
Sent7 Dec 2017, 6:38:22 UTC
Report deadline11 Dec 2017, 3:13:58 UTC
Received7 Dec 2017, 8:36:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 57 min 28 sec
CPU time1 hours 57 min 25 sec
Validate stateValid
Credit964.52
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.36 MB
Peak swap size151.86 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0772151351, output_fired_time: 0.0000000000, propagate_forward_time: 4.7915091515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954505920
validation[          , genome  3762] predictions:    9557/  10000 (95.57%), best:    9570/10000 (95.70%), error:      1553.15125, best error:      1470.70618 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.8311882019s, input_fired_time: 0.6311411858, output_fired_time: 0.5765904188, propagate_forward_time: 24.0703468323, propagate_backward_time: 36.3163871765, weight_update_time: 0.1140211523, other_time: 2.2367210388
epoch time: 5.3068671227s, input_fired_time: 0.0784521401, output_fired_time: 0.0000000000, propagate_forward_time: 4.8248004913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036145210
validation[          , genome  3762] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1434.61108, best error:      1434.61108 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.9826622009s, input_fired_time: 0.6226014495, output_fired_time: 0.5783798695, propagate_forward_time: 24.0985736847, propagate_backward_time: 36.4878120422, weight_update_time: 0.1144042462, other_time: 2.1952934265
epoch time: 5.2734785080s, input_fired_time: 0.0777699649, output_fired_time: 0.0000000000, propagate_forward_time: 4.7929286957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027800560
validation[          , genome  3762] predictions:    9571/  10000 (95.71%), best:    9583/10000 (95.83%), error:      1493.37610, best error:      1434.61108 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.2362136841s, input_fired_time: 0.6286290288, output_fired_time: 0.5806581378, propagate_forward_time: 24.1979980469, propagate_backward_time: 36.6022300720, weight_update_time: 0.1154295355, other_time: 2.2266998291
epoch time: 5.3214855194s, input_fired_time: 0.0786388665, output_fired_time: 0.0000000000, propagate_forward_time: 4.8397550583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030914307
validation[          , genome  3762] predictions:    9594/  10000 (95.94%), best:    9583/10000 (95.83%), error:      1435.62146, best error:      1434.61108 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.7847938538s, input_fired_time: 0.6188504100, output_fired_time: 0.5780034661, propagate_forward_time: 24.0252189636, propagate_backward_time: 36.3851013184, weight_update_time: 0.1129447818, other_time: 2.1776199341
epoch time: 5.2818856239s, input_fired_time: 0.0769750401, output_fired_time: 0.0000000000, propagate_forward_time: 4.8103179932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945927620
validation[          , genome  3762] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1425.87634, best error:      1425.87634 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.2849044800s, input_fired_time: 0.6213238835, output_fired_time: 0.5826098323, propagate_forward_time: 24.2656097412, propagate_backward_time: 36.6378669739, weight_update_time: 0.1146669239, other_time: 2.1774940491
epoch time: 5.3164277077s, input_fired_time: 0.0771082938, output_fired_time: 0.0000000000, propagate_forward_time: 4.8428087234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965106010
validation[          , genome  3762] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1415.51074, best error:      1415.51074 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.7657623291s, input_fired_time: 0.6300254464, output_fired_time: 0.5720601082, propagate_forward_time: 23.9243431091, propagate_backward_time: 36.3807373047, weight_update_time: 0.1153367385, other_time: 2.2585983276
epoch time: 5.3008561134s, input_fired_time: 0.0779322982, output_fired_time: 0.0000000000, propagate_forward_time: 4.8182864189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046373367
validation[          , genome  3762] predictions:    9526/  10000 (95.26%), best:    9603/10000 (96.03%), error:      1551.94324, best error:      1415.51074 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.7440299988s, input_fired_time: 0.6284263134, output_fired_time: 0.5767298341, propagate_forward_time: 23.9553985596, propagate_backward_time: 36.3422660828, weight_update_time: 0.1151453555, other_time: 2.2412109375
epoch time: 5.2781524658s, input_fired_time: 0.0772745013, output_fired_time: 0.0000000000, propagate_forward_time: 4.8000931740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007849693
validation[          , genome  3762] predictions:    9528/  10000 (95.28%), best:    9603/10000 (96.03%), error:      1584.94446, best error:      1415.51074 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.1322937012s, input_fired_time: 0.6239870787, output_fired_time: 0.5815973878, propagate_forward_time: 24.1619358063, propagate_backward_time: 36.5666084290, weight_update_time: 0.1148020476, other_time: 2.1981697083
epoch time: 5.3094806671s, input_fired_time: 0.0774479508, output_fired_time: 0.0000000000, propagate_forward_time: 4.8271765709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048562050
validation[          , genome  3762] predictions:    9596/  10000 (95.96%), best:    9596/10000 (95.96%), error:      1400.35339, best error:      1400.35339 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.7877731323s, input_fired_time: 0.6286855340, output_fired_time: 0.5795174241, propagate_forward_time: 23.9995422363, propagate_backward_time: 36.3494262695, weight_update_time: 0.1152124628, other_time: 2.2306022644
epoch time: 5.2696328163s, input_fired_time: 0.0782680213, output_fired_time: 0.0000000000, propagate_forward_time: 4.7900142670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013504982
validation[          , genome  3762] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1395.10144, best error:      1395.10144 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.8164176941s, input_fired_time: 0.6302195191, output_fired_time: 0.5785480738, propagate_forward_time: 24.0293655396, propagate_backward_time: 36.3454284668, weight_update_time: 0.1157707050, other_time: 2.2328567505
epoch time: 5.2765908241s, input_fired_time: 0.0786243081, output_fired_time: 0.0000000000, propagate_forward_time: 4.7948751450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030914307
validation[          , genome  3762] predictions:    9556/  10000 (95.56%), best:    9594/10000 (95.94%), error:      1488.89246, best error:      1395.10144 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.7824020386s, input_fired_time: 0.6336686611, output_fired_time: 0.5755595565, propagate_forward_time: 24.0558528900, propagate_backward_time: 36.2686729431, weight_update_time: 0.1156754643, other_time: 2.2486534119
epoch time: 5.3012337685s, input_fired_time: 0.0778156966, output_fired_time: 0.0000000000, propagate_forward_time: 4.8197560310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036622047
validation[          , genome  3762] predictions:    9597/  10000 (95.97%), best:    9594/10000 (95.94%), error:      1400.96265, best error:      1395.10144 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.2311096191s, input_fired_time: 0.6251644492, output_fired_time: 0.5822458267, propagate_forward_time: 24.1892471313, propagate_backward_time: 36.6605949402, weight_update_time: 0.1143752113, other_time: 2.1738586426
epoch time: 5.3096790314s, input_fired_time: 0.0769392177, output_fired_time: 0.0000000000, propagate_forward_time: 4.8363270760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964128494
validation[          , genome  3762] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1337.23730, best error:      1337.23730 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.1251220703s, input_fired_time: 0.6241669059, output_fired_time: 0.5870680809, propagate_forward_time: 24.1704883575, propagate_backward_time: 36.5590934753, weight_update_time: 0.1148335710, other_time: 2.1843070984
epoch time: 5.2975144386s, input_fired_time: 0.0767529458, output_fired_time: 0.0000000000, propagate_forward_time: 4.8239264488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968348503
validation[          , genome  3762] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1285.29065, best error:      1285.29065 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.9116935730s, input_fired_time: 0.6342498660, output_fired_time: 0.5787286758, propagate_forward_time: 24.0746936798, propagate_backward_time: 36.3850212097, weight_update_time: 0.1153214797, other_time: 2.2390022278
epoch time: 5.2974424362s, input_fired_time: 0.0774018168, output_fired_time: 0.0000000000, propagate_forward_time: 4.8208408356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991999626
validation[          , genome  3762] predictions:    9572/  10000 (95.72%), best:    9625/10000 (96.25%), error:      1466.46912, best error:      1285.29065 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.5673332214s, input_fired_time: 0.6239200234, output_fired_time: 0.5760730505, propagate_forward_time: 24.0074748993, propagate_backward_time: 36.1734619141, weight_update_time: 0.1136764959, other_time: 2.1864013672
epoch time: 5.3039765358s, input_fired_time: 0.0798562020, output_fired_time: 0.0000000000, propagate_forward_time: 4.8285551071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955650330
validation[          , genome  3762] predictions:    9591/  10000 (95.91%), best:    9625/10000 (96.25%), error:      1415.64844, best error:      1285.29065 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.9622459412s, input_fired_time: 0.6235831976, output_fired_time: 0.5764172077, propagate_forward_time: 24.1370372772, propagate_backward_time: 36.4397506714, weight_update_time: 0.1137546375, other_time: 2.1854553223
epoch time: 5.3177556992s, input_fired_time: 0.0783398375, output_fired_time: 0.0000000000, propagate_forward_time: 4.8416004181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978152275
validation[          , genome  3762] predictions:    9570/  10000 (95.70%), best:    9625/10000 (96.25%), error:      1498.09924, best error:      1285.29065 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.1985473633s, input_fired_time: 0.6304455400, output_fired_time: 0.5810256600, propagate_forward_time: 24.2288284302, propagate_backward_time: 36.5211486816, weight_update_time: 0.1153303087, other_time: 2.2370986938
epoch time: 5.3126549721s, input_fired_time: 0.0774752423, output_fired_time: 0.0000000000, propagate_forward_time: 4.8370599747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981199265
validation[          , genome  3762] predictions:    9619/  10000 (96.19%), best:    9625/10000 (96.25%), error:      1312.11133, best error:      1285.29065 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.8761062622s, input_fired_time: 0.6332252026, output_fired_time: 0.5769088268, propagate_forward_time: 24.0365505219, propagate_backward_time: 36.3895606995, weight_update_time: 0.1143069118, other_time: 2.2398643494
epoch time: 5.2840394974s, input_fired_time: 0.0780318379, output_fired_time: 0.0000000000, propagate_forward_time: 4.8014717102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045357704
validation[          , genome  3762] predictions:    9634/  10000 (96.34%), best:    9625/10000 (96.25%), error:      1285.29260, best error:      1285.29065 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.7795524597s, input_fired_time: 0.6350890994, output_fired_time: 0.5752040148, propagate_forward_time: 23.9869747162, propagate_backward_time: 36.3337707520, weight_update_time: 0.1150578484, other_time: 2.2485122681
epoch time: 5.2761964798s, input_fired_time: 0.0798335895, output_fired_time: 0.0000000000, propagate_forward_time: 4.7937884331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025745392
validation[          , genome  3762] predictions:    9532/  10000 (95.32%), best:    9625/10000 (96.25%), error:      1493.71619, best error:      1285.29065 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.0071105957s, input_fired_time: 0.6289421320, output_fired_time: 0.5773961544, propagate_forward_time: 24.1489830017, propagate_backward_time: 36.4318466187, weight_update_time: 0.1149942130, other_time: 2.2199440002
epoch time: 5.2810249329s, input_fired_time: 0.0784444883, output_fired_time: 0.0000000000, propagate_forward_time: 4.7991189957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034614563
validation[          , genome  3762] predictions:    9614/  10000 (96.14%), best:    9625/10000 (96.25%), error:      1295.71594, best error:      1285.29065 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.2625579834s, input_fired_time: 0.6266264319, output_fired_time: 0.5800437331, propagate_forward_time: 24.2390003204, propagate_backward_time: 36.6365165710, weight_update_time: 0.1155135930, other_time: 2.1803703308
epoch time: 5.3179450035s, input_fired_time: 0.0783102959, output_fired_time: 0.0000000000, propagate_forward_time: 4.8443737030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952608109
validation[          , genome  3762] predictions:    9588/  10000 (95.88%), best:    9625/10000 (96.25%), error:      1382.79272, best error:      1285.29065 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.1278457642s, input_fired_time: 0.6266464591, output_fired_time: 0.5809422731, propagate_forward_time: 24.2076530457, propagate_backward_time: 36.5358009338, weight_update_time: 0.1148583740, other_time: 2.1767997742
epoch time: 5.3239006996s, input_fired_time: 0.0780843645, output_fired_time: 0.0000000000, propagate_forward_time: 4.8496007919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962154388
validation[          , genome  3762] predictions:    9596/  10000 (95.96%), best:    9625/10000 (96.25%), error:      1377.90479, best error:      1285.29065 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.3710861206s, input_fired_time: 0.6391410232, output_fired_time: 0.5845131874, propagate_forward_time: 24.2367019653, propagate_backward_time: 36.6550445557, weight_update_time: 0.1155593023, other_time: 2.2556838989
epoch time: 5.2812576294s, input_fired_time: 0.0784359127, output_fired_time: 0.0000000000, propagate_forward_time: 4.8000454903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027762413
validation[          , genome  3762] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1277.89880, best error:      1277.89880 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.9689826965s, input_fired_time: 0.6340225339, output_fired_time: 0.5760571361, propagate_forward_time: 24.1025180817, propagate_backward_time: 36.4254570007, weight_update_time: 0.1157160476, other_time: 2.2309303284
epoch time: 5.1728625298s, input_fired_time: 0.0765739679, output_fired_time: 0.0000000000, propagate_forward_time: 4.7012453079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950433731
validation[          , genome  3762] predictions:    9604/  10000 (96.04%), best:    9628/10000 (96.28%), error:      1342.07751, best error:      1277.89880 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.6907920837s, input_fired_time: 0.6374687552, output_fired_time: 0.5752260685, propagate_forward_time: 23.9813652039, propagate_backward_time: 36.2522544861, weight_update_time: 0.1150091216, other_time: 2.2444763184
epoch time: 5.2758388519s, input_fired_time: 0.0777627006, output_fired_time: 0.0000000000, propagate_forward_time: 4.7958536148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022226334
validation[          , genome  3762] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1312.05225, best error:      1277.89880 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.7978858948s, input_fired_time: 0.6265924573, output_fired_time: 0.5778869390, propagate_forward_time: 24.1115226746, propagate_backward_time: 36.2972755432, weight_update_time: 0.1136089489, other_time: 2.1846084595
epoch time: 5.3139696121s, input_fired_time: 0.0777289718, output_fired_time: 0.0000000000, propagate_forward_time: 4.8397755623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964653015
validation[          , genome  3762] predictions:    9611/  10000 (96.11%), best:    9628/10000 (96.28%), error:      1340.75708, best error:      1277.89880 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.0661010742s, input_fired_time: 0.6336267591, output_fired_time: 0.5780866742, propagate_forward_time: 24.1034240723, propagate_backward_time: 36.5330200195, weight_update_time: 0.1156332269, other_time: 2.2179450989
epoch time: 5.3125905991s, input_fired_time: 0.0783816949, output_fired_time: 0.0000000000, propagate_forward_time: 4.8327360153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014730453
validation[          , genome  3762] predictions:    9617/  10000 (96.17%), best:    9628/10000 (96.28%), error:      1285.74255, best error:      1277.89880 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.7763175964s, input_fired_time: 0.6272188425, output_fired_time: 0.5766328573, propagate_forward_time: 24.0665283203, propagate_backward_time: 36.3234443665, weight_update_time: 0.1145657301, other_time: 2.1824913025
epoch time: 5.2903318405s, input_fired_time: 0.0783384964, output_fired_time: 0.0000000000, propagate_forward_time: 4.8075900078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044032097
validation[          , genome  3762] predictions:    9629/  10000 (96.29%), best:    9628/10000 (96.28%), error:      1296.88965, best error:      1277.89880 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.5862312317s, input_fired_time: 0.6361606121, output_fired_time: 0.5750663280, propagate_forward_time: 24.0141620636, propagate_backward_time: 36.1146354675, weight_update_time: 0.1153414547, other_time: 2.2462043762
epoch time: 5.2959823608s, input_fired_time: 0.0787532926, output_fired_time: 0.0000000000, propagate_forward_time: 4.8125061989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047226906
validation[          , genome  3762] predictions:    9624/  10000 (96.24%), best:    9628/10000 (96.28%), error:      1294.28699, best error:      1277.89880 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.8344612122s, input_fired_time: 0.6373493075, output_fired_time: 0.5781965256, propagate_forward_time: 24.0164890289, propagate_backward_time: 36.3533515930, weight_update_time: 0.1153931692, other_time: 2.2490730286
epoch time: 5.2841639519s, input_fired_time: 0.0799386501, output_fired_time: 0.0000000000, propagate_forward_time: 4.8004741669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037513733
validation[          , genome  3762] predictions:    9615/  10000 (96.15%), best:    9628/10000 (96.28%), error:      1328.45923, best error:      1277.89880 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.9907493591s, input_fired_time: 0.6297160983, output_fired_time: 0.5780490041, propagate_forward_time: 24.1270904541, propagate_backward_time: 36.4754371643, weight_update_time: 0.1135235205, other_time: 2.1804580688
epoch time: 5.3015618324s, input_fired_time: 0.0778793842, output_fired_time: 0.0000000000, propagate_forward_time: 4.8275818825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961005211
validation[          , genome  3762] predictions:    9577/  10000 (95.77%), best:    9628/10000 (96.28%), error:      1355.41272, best error:      1277.89880 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.2435531616s, input_fired_time: 0.6357254982, output_fired_time: 0.5795396566, propagate_forward_time: 24.2071323395, propagate_backward_time: 36.5826263428, weight_update_time: 0.1152987406, other_time: 2.2385253906
epoch time: 5.3299703598s, input_fired_time: 0.0795687735, output_fired_time: 0.0000000000, propagate_forward_time: 4.8455829620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048185349
validation[          , genome  3762] predictions:    9612/  10000 (96.12%), best:    9628/10000 (96.28%), error:      1330.43628, best error:      1277.89880 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.9688682556s, input_fired_time: 0.6377896667, output_fired_time: 0.5773401856, propagate_forward_time: 24.0985965729, propagate_backward_time: 36.4145660400, weight_update_time: 0.1150480211, other_time: 2.2405776978
epoch time: 5.2981505394s, input_fired_time: 0.0787383616, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140058517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054064751
validation[          , genome  3762] predictions:    9637/  10000 (96.37%), best:    9628/10000 (96.28%), error:      1281.10925, best error:      1277.89880 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.9384574890s, input_fired_time: 0.6304163933, output_fired_time: 0.5798046589, propagate_forward_time: 24.0751171112, propagate_backward_time: 36.4797210693, weight_update_time: 0.1147464663, other_time: 2.1734008789
epoch time: 5.3107647896s, input_fired_time: 0.0781505927, output_fired_time: 0.0000000000, propagate_forward_time: 4.8342151642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983988762
validation[          , genome  3762] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1227.69727, best error:      1227.69727 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.8693046570s, input_fired_time: 0.6266512871, output_fired_time: 0.5783125758, propagate_forward_time: 24.1049327850, propagate_backward_time: 36.3811569214, weight_update_time: 0.1137746125, other_time: 2.1782531738
epoch time: 5.2864184380s, input_fired_time: 0.0776580796, output_fired_time: 0.0000000000, propagate_forward_time: 4.8152160645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935441971
validation[          , genome  3762] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1225.55383, best error:      1225.55383 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.6511650085s, input_fired_time: 0.6254396439, output_fired_time: 0.5766513348, propagate_forward_time: 23.9469261169, propagate_backward_time: 36.3359107971, weight_update_time: 0.1133210808, other_time: 2.1662368774
epoch time: 5.2630839348s, input_fired_time: 0.0780583248, output_fired_time: 0.0000000000, propagate_forward_time: 4.7877492905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972764015
validation[          , genome  3762] predictions:    9635/  10000 (96.35%), best:    9633/10000 (96.33%), error:      1252.18506, best error:      1225.55383 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.1399383545s, input_fired_time: 0.6328781247, output_fired_time: 0.5793020725, propagate_forward_time: 24.1580848694, propagate_backward_time: 36.5471038818, weight_update_time: 0.1152452752, other_time: 2.2225685120
epoch time: 5.3075671196s, input_fired_time: 0.0788331702, output_fired_time: 0.0000000000, propagate_forward_time: 4.8244037628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043302536
validation[          , genome  3762] predictions:    9591/  10000 (95.91%), best:    9633/10000 (96.33%), error:      1365.05396, best error:      1225.55383 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.2128295898s, input_fired_time: 0.6336748600, output_fired_time: 0.5813934803, propagate_forward_time: 24.1879119873, propagate_backward_time: 36.6091308594, weight_update_time: 0.1148383021, other_time: 2.2007179260
epoch time: 5.3280291557s, input_fired_time: 0.0785666406, output_fired_time: 0.0000000000, propagate_forward_time: 4.8526830673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967795372
validation[          , genome  3762] predictions:    9624/  10000 (96.24%), best:    9633/10000 (96.33%), error:      1331.59900, best error:      1225.55383 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.1878128052s, input_fired_time: 0.6390533447, output_fired_time: 0.5820687413, propagate_forward_time: 24.1351280212, propagate_backward_time: 36.5874786377, weight_update_time: 0.1156934500, other_time: 2.2440834045
epoch time: 5.3091425896s, input_fired_time: 0.0797344521, output_fired_time: 0.0000000000, propagate_forward_time: 4.8253941536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040141106
validation[          , genome  3762] predictions:    9559/  10000 (95.59%), best:    9633/10000 (96.33%), error:      1438.51978, best error:      1225.55383 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.2129211426s, input_fired_time: 0.6349053979, output_fired_time: 0.5867613554, propagate_forward_time: 24.2559947968, propagate_backward_time: 36.5351638794, weight_update_time: 0.1148823202, other_time: 2.2000961304
epoch time: 5.3033328056s, input_fired_time: 0.0795640126, output_fired_time: 0.0000000000, propagate_forward_time: 4.8202190399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035496712
validation[          , genome  3762] predictions:    9626/  10000 (96.26%), best:    9633/10000 (96.33%), error:      1257.96790, best error:      1225.55383 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.1025238037s, input_fired_time: 0.6351922750, output_fired_time: 0.5811488628, propagate_forward_time: 24.1571769714, propagate_backward_time: 36.5097923279, weight_update_time: 0.1154653803, other_time: 2.2192115784
epoch time: 5.3170838356s, input_fired_time: 0.0797328129, output_fired_time: 0.0000000000, propagate_forward_time: 4.8340539932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032969475
validation[          , genome  3762] predictions:    9624/  10000 (96.24%), best:    9633/10000 (96.33%), error:      1306.15015, best error:      1225.55383 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.7951164246s, input_fired_time: 0.6415975094, output_fired_time: 0.5769727230, propagate_forward_time: 24.0447902679, propagate_backward_time: 36.3467559814, weight_update_time: 0.1146614030, other_time: 2.1849975586
epoch time: 5.2893958092s, input_fired_time: 0.0783949196, output_fired_time: 0.0000000000, propagate_forward_time: 4.8151335716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958673477
validation[          , genome  3762] predictions:    9627/  10000 (96.27%), best:    9633/10000 (96.33%), error:      1241.47717, best error:      1225.55383 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.9175415039s, input_fired_time: 0.6439346671, output_fired_time: 0.5772936344, propagate_forward_time: 24.1344699860, propagate_backward_time: 36.3135566711, weight_update_time: 0.1151658520, other_time: 2.2482872009
epoch time: 5.2987709045s, input_fired_time: 0.0792693347, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140702248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054312706
validation[          , genome  3762] predictions:    9631/  10000 (96.31%), best:    9633/10000 (96.33%), error:      1284.74988, best error:      1225.55383 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.9101219177s, input_fired_time: 0.6392067075, output_fired_time: 0.5778738260, propagate_forward_time: 24.0782012939, propagate_backward_time: 36.3714027405, weight_update_time: 0.1157963946, other_time: 2.2434387207
epoch time: 5.2978253365s, input_fired_time: 0.0801124573, output_fired_time: 0.0000000000, propagate_forward_time: 4.8123717308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053411484
validation[          , genome  3762] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1179.94409, best error:      1179.94409 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.4714279175s, input_fired_time: 0.6337558031, output_fired_time: 0.5839153528, propagate_forward_time: 24.3171958923, propagate_backward_time: 36.7480735779, weight_update_time: 0.1146490797, other_time: 2.1884880066
epoch time: 5.3063735962s, input_fired_time: 0.0796545595, output_fired_time: 0.0000000000, propagate_forward_time: 4.8303222656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963966370
validation[          , genome  3762] predictions:    9652/  10000 (96.52%), best:    9672/10000 (96.72%), error:      1232.28467, best error:      1179.94409 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.7564010620s, input_fired_time: 0.6333875656, output_fired_time: 0.5787547827, propagate_forward_time: 23.9445896149, propagate_backward_time: 36.4199790955, weight_update_time: 0.1149382815, other_time: 2.1796913147
epoch time: 5.3233809471s, input_fired_time: 0.0795217454, output_fired_time: 0.0000000000, propagate_forward_time: 4.8464689255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973903656
validation[          , genome  3762] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1243.78784, best error:      1179.94409 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.9355239868s, input_fired_time: 0.6324191689, output_fired_time: 0.5791140795, propagate_forward_time: 24.0913925171, propagate_backward_time: 36.4525833130, weight_update_time: 0.1146465540, other_time: 2.1800155640
epoch time: 5.3022403717s, input_fired_time: 0.0797661021, output_fired_time: 0.0000000000, propagate_forward_time: 4.8264508247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960232735
validation[          , genome  3762] predictions:    9598/  10000 (95.98%), best:    9672/10000 (96.72%), error:      1362.49963, best error:      1179.94409 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.0240173340s, input_fired_time: 0.6285907030, output_fired_time: 0.5794931054, propagate_forward_time: 24.1145477295, propagate_backward_time: 36.5126037598, weight_update_time: 0.1141971052, other_time: 2.1887817383
epoch time: 5.3116121292s, input_fired_time: 0.0806861892, output_fired_time: 0.0000000000, propagate_forward_time: 4.8326840401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982419968
validation[          , genome  3762] predictions:    9633/  10000 (96.33%), best:    9672/10000 (96.72%), error:      1248.72913, best error:      1179.94409 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.2548904419s, input_fired_time: 0.6415299177, output_fired_time: 0.5797736049, propagate_forward_time: 24.1892528534, propagate_backward_time: 36.6025390625, weight_update_time: 0.1162564382, other_time: 2.2417984009
epoch time: 5.3173499107s, input_fired_time: 0.0802790970, output_fired_time: 0.0000000000, propagate_forward_time: 4.8346552849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024157524
validation[          , genome  3762] predictions:    9603/  10000 (96.03%), best:    9672/10000 (96.72%), error:      1285.17700, best error:      1179.94409 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.0454254150s, input_fired_time: 0.6400040388, output_fired_time: 0.5780308843, propagate_forward_time: 24.1377277374, propagate_backward_time: 36.5066413879, weight_update_time: 0.1140673161, other_time: 2.1830253601
epoch time: 5.3016772270s, input_fired_time: 0.0793205500, output_fired_time: 0.0000000000, propagate_forward_time: 4.8251228333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972339630
validation[          , genome  3762] predictions:    9613/  10000 (96.13%), best:    9672/10000 (96.72%), error:      1318.68091, best error:      1179.94409 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.1619644165s, input_fired_time: 0.6350403428, output_fired_time: 0.5800083876, propagate_forward_time: 24.1838626862, propagate_backward_time: 36.5862350464, weight_update_time: 0.1139771342, other_time: 2.1768188477
epoch time: 5.3078002930s, input_fired_time: 0.0790292248, output_fired_time: 0.0000000000, propagate_forward_time: 4.8327059746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960652351
validation[          , genome  3762] predictions:    9552/  10000 (95.52%), best:    9672/10000 (96.72%), error:      1463.94324, best error:      1179.94409 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.7953453064s, input_fired_time: 0.6391547918, output_fired_time: 0.5763036013, propagate_forward_time: 24.0014801025, propagate_backward_time: 36.3339385986, weight_update_time: 0.1150390357, other_time: 2.2444648743
epoch time: 5.2824454308s, input_fired_time: 0.0797750652, output_fired_time: 0.0000000000, propagate_forward_time: 4.7984066010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042639732
validation[          , genome  3762] predictions:    9629/  10000 (96.29%), best:    9672/10000 (96.72%), error:      1285.72729, best error:      1179.94409 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.0674667358s, input_fired_time: 0.6356247663, output_fired_time: 0.5788812637, propagate_forward_time: 24.1992549896, propagate_backward_time: 36.4697456360, weight_update_time: 0.1136918068, other_time: 2.1839637756
epoch time: 5.3036427498s, input_fired_time: 0.0797630474, output_fired_time: 0.0000000000, propagate_forward_time: 4.8271770477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967027664
validation[          , genome  3762] predictions:    9569/  10000 (95.69%), best:    9672/10000 (96.72%), error:      1429.25720, best error:      1179.94409 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.5778656006s, input_fired_time: 0.6463900805, output_fired_time: 0.5852710009, propagate_forward_time: 24.3159103394, propagate_backward_time: 36.7719421387, weight_update_time: 0.1165144518, other_time: 2.2583541870
epoch time: 5.3484716415s, input_fired_time: 0.0800321624, output_fired_time: 0.0000000000, propagate_forward_time: 4.8634738922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049654007
validation[          , genome  3762] predictions:    9628/  10000 (96.28%), best:    9672/10000 (96.72%), error:      1277.70032, best error:      1179.94409 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.9464988708s, input_fired_time: 0.6405195594, output_fired_time: 0.5795991421, propagate_forward_time: 24.1103420258, propagate_backward_time: 36.3744773865, weight_update_time: 0.1161654890, other_time: 2.2415657043
epoch time: 5.3236193657s, input_fired_time: 0.0803674683, output_fired_time: 0.0000000000, propagate_forward_time: 4.8403949738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028568268
validation[          , genome  3762] predictions:    9642/  10000 (96.42%), best:    9672/10000 (96.72%), error:      1227.29419, best error:      1179.94409 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.2597579956s, input_fired_time: 0.6381708980, output_fired_time: 0.5828546882, propagate_forward_time: 24.2550525665, propagate_backward_time: 36.5997543335, weight_update_time: 0.1150962189, other_time: 2.1839218140
epoch time: 5.2982439995s, input_fired_time: 0.0793909729, output_fired_time: 0.0000000000, propagate_forward_time: 4.8231158257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957371712
validation[          , genome  3762] predictions:    9625/  10000 (96.25%), best:    9672/10000 (96.72%), error:      1282.55432, best error:      1179.94409 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.5304603577s, input_fired_time: 0.6389129162, output_fired_time: 0.5725561380, propagate_forward_time: 23.9688034058, propagate_backward_time: 36.1295814514, weight_update_time: 0.1139306650, other_time: 2.2206077576
epoch time: 5.2674174309s, input_fired_time: 0.0799762383, output_fired_time: 0.0000000000, propagate_forward_time: 4.7853145599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021267891
validation[          , genome  3762] predictions:    9628/  10000 (96.28%), best:    9672/10000 (96.72%), error:      1226.50000, best error:      1179.94409 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.0494461060s, input_fired_time: 0.6368377805, output_fired_time: 0.5786978006, propagate_forward_time: 24.1470146179, propagate_backward_time: 36.5044784546, weight_update_time: 0.1144858450, other_time: 2.1824188232
epoch time: 5.3043317795s, input_fired_time: 0.0801466927, output_fired_time: 0.0000000000, propagate_forward_time: 4.8266758919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975090981
validation[          , genome  3762] predictions:    9626/  10000 (96.26%), best:    9672/10000 (96.72%), error:      1238.45667, best error:      1179.94409 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.9702415466s, input_fired_time: 0.6357454062, output_fired_time: 0.5765309930, propagate_forward_time: 24.1275405884, propagate_backward_time: 36.4468078613, weight_update_time: 0.1137777418, other_time: 2.1836166382
epoch time: 5.2974219322s, input_fired_time: 0.0806114227, output_fired_time: 0.0000000000, propagate_forward_time: 4.8202829361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965277672
validation[          , genome  3762] predictions:    9634/  10000 (96.34%), best:    9672/10000 (96.72%), error:      1276.53650, best error:      1179.94409 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.7859687805s, input_fired_time: 0.6377662420, output_fired_time: 0.5776121616, propagate_forward_time: 24.0287685394, propagate_backward_time: 36.3573951721, weight_update_time: 0.1144949049, other_time: 2.1844215393
epoch time: 5.2976441383s, input_fired_time: 0.0810159445, output_fired_time: 0.0000000000, propagate_forward_time: 4.8192100525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974180222
validation[          , genome  3762] predictions:    9637/  10000 (96.37%), best:    9672/10000 (96.72%), error:      1237.96899, best error:      1179.94409 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.2463989258s, input_fired_time: 0.6481248736, output_fired_time: 0.5816183090, propagate_forward_time: 24.1516189575, propagate_backward_time: 36.6150550842, weight_update_time: 0.1178283170, other_time: 2.2499809265
epoch time: 5.3481650352s, input_fired_time: 0.0801671594, output_fired_time: 0.0000000000, propagate_forward_time: 4.8622965813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057011604
validation[          , genome  3762] predictions:    9621/  10000 (96.21%), best:    9672/10000 (96.72%), error:      1265.79614, best error:      1179.94409 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.4730148315s, input_fired_time: 0.6487247944, output_fired_time: 0.5848011971, propagate_forward_time: 24.2841587067, propagate_backward_time: 36.7087478638, weight_update_time: 0.1155119687, other_time: 2.2465820313
epoch time: 5.3387088776s, input_fired_time: 0.0816741511, output_fired_time: 0.0000000000, propagate_forward_time: 4.8508458138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061889648
validation[          , genome  3762] predictions:    9608/  10000 (96.08%), best:    9672/10000 (96.72%), error:      1280.62390, best error:      1179.94409 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.4879913330s, input_fired_time: 0.6396836638, output_fired_time: 0.5842448473, propagate_forward_time: 24.2954158783, propagate_backward_time: 36.7828865051, weight_update_time: 0.1156917363, other_time: 2.1857643127
epoch time: 5.3469400406s, input_fired_time: 0.0809890255, output_fired_time: 0.0000000000, propagate_forward_time: 4.8685693741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973817825
validation[          , genome  3762] predictions:    9628/  10000 (96.28%), best:    9672/10000 (96.72%), error:      1288.07141, best error:      1179.94409 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.0040206909s, input_fired_time: 0.6463767290, output_fired_time: 0.5805422664, propagate_forward_time: 24.1938362122, propagate_backward_time: 36.3328437805, weight_update_time: 0.1158989370, other_time: 2.2504196167
epoch time: 5.3030829430s, input_fired_time: 0.0808805004, output_fired_time: 0.0000000000, propagate_forward_time: 4.8181338310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040684700
validation[          , genome  3762] predictions:    9625/  10000 (96.25%), best:    9672/10000 (96.72%), error:      1235.28430, best error:      1179.94409 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.1358718872s, input_fired_time: 0.6353239417, output_fired_time: 0.5805560350, propagate_forward_time: 24.1432456970, propagate_backward_time: 36.6004753113, weight_update_time: 0.1150445193, other_time: 2.1762733459
epoch time: 5.2990250587s, input_fired_time: 0.0792675689, output_fired_time: 0.0000000000, propagate_forward_time: 4.8255734444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941841125
validation[          , genome  3762] predictions:    9565/  10000 (95.65%), best:    9672/10000 (96.72%), error:      1452.51331, best error:      1179.94409 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.9192695618s, input_fired_time: 0.6468172073, output_fired_time: 0.5748029947, propagate_forward_time: 24.1298656464, propagate_backward_time: 36.3190841675, weight_update_time: 0.1151872426, other_time: 2.2487030029
epoch time: 5.3150372505s, input_fired_time: 0.0805900544, output_fired_time: 0.0000000000, propagate_forward_time: 4.8277974129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066495895
validation[          , genome  3762] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1192.59338, best error:      1179.94409 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.2537307739s, input_fired_time: 0.6496395469, output_fired_time: 0.5814188719, propagate_forward_time: 24.1561965942, propagate_backward_time: 36.6202545166, weight_update_time: 0.1156357601, other_time: 2.2462234497
epoch time: 5.3127307892s, input_fired_time: 0.0808245093, output_fired_time: 0.0000000000, propagate_forward_time: 4.8351888657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967175484
validation[          , genome  3762] predictions:    9596/  10000 (95.96%), best:    9672/10000 (96.72%), error:      1342.81616, best error:      1179.94409 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.8436431885s, input_fired_time: 0.6349433064, output_fired_time: 0.5756573677, propagate_forward_time: 24.0472736359, propagate_backward_time: 36.4084167480, weight_update_time: 0.1134632826, other_time: 2.1773529053
epoch time: 5.3000097275s, input_fired_time: 0.0813055560, output_fired_time: 0.0000000000, propagate_forward_time: 4.8212790489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974251747
validation[          , genome  3762] predictions:    9622/  10000 (96.22%), best:    9672/10000 (96.72%), error:      1281.71936, best error:      1179.94409 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.3561553955s, input_fired_time: 0.6501677632, output_fired_time: 0.5842078924, propagate_forward_time: 24.2026405334, propagate_backward_time: 36.6642189026, weight_update_time: 0.1170002595, other_time: 2.2549171448
epoch time: 5.3323359489s, input_fired_time: 0.0814332515, output_fired_time: 0.0000000000, propagate_forward_time: 4.8456854820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052171707
validation[          , genome  3762] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1199.79626, best error:      1179.94409 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3034439087s, input_fired_time: 0.6491761804, output_fired_time: 0.5817759633, propagate_forward_time: 24.1846408844, propagate_backward_time: 36.6342086792, weight_update_time: 0.1193642616, other_time: 2.2536392212
epoch time: 5.2873611450s, input_fired_time: 0.0810146406, output_fired_time: 0.0000000000, propagate_forward_time: 4.8063244820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000220299
validation[          , genome  3762] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1206.78369, best error:      1179.94409 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.9580421448s, input_fired_time: 0.6446421146, output_fired_time: 0.5794886351, propagate_forward_time: 24.0855579376, propagate_backward_time: 36.4238395691, weight_update_time: 0.1150817052, other_time: 2.2245140076
epoch time: 5.2835521698s, input_fired_time: 0.0816540942, output_fired_time: 0.0000000000, propagate_forward_time: 4.7980985641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037995338
validation[          , genome  3762] predictions:    9612/  10000 (96.12%), best:    9672/10000 (96.72%), error:      1308.99365, best error:      1179.94409 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.1527862549s, input_fired_time: 0.6412554383, output_fired_time: 0.5820108652, propagate_forward_time: 24.2056694031, propagate_backward_time: 36.5307388306, weight_update_time: 0.1151791289, other_time: 2.1931114197
epoch time: 5.3177566528s, input_fired_time: 0.0810415596, output_fired_time: 0.0000000000, propagate_forward_time: 4.8389272690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977880478
validation[          , genome  3762] predictions:    9623/  10000 (96.23%), best:    9672/10000 (96.72%), error:      1256.53699, best error:      1179.94409 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.1744461060s, input_fired_time: 0.6482466459, output_fired_time: 0.5796664357, propagate_forward_time: 24.2551746368, propagate_backward_time: 36.4467544556, weight_update_time: 0.1155905873, other_time: 2.2446060181
epoch time: 5.3083043098s, input_fired_time: 0.0814247429, output_fired_time: 0.0000000000, propagate_forward_time: 4.8248434067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020361900
validation[          , genome  3762] predictions:    9598/  10000 (95.98%), best:    9672/10000 (96.72%), error:      1370.93457, best error:      1179.94409 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.0001525879s, input_fired_time: 0.6466759443, output_fired_time: 0.5772528648, propagate_forward_time: 24.1145706177, propagate_backward_time: 36.4259414673, weight_update_time: 0.1160615161, other_time: 2.2357139587
epoch time: 5.2965893745s, input_fired_time: 0.0818531960, output_fired_time: 0.0000000000, propagate_forward_time: 4.8114032745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033327103
validation[          , genome  3762] predictions:    9619/  10000 (96.19%), best:    9672/10000 (96.72%), error:      1308.51392, best error:      1179.94409 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.6438026428s, input_fired_time: 0.6476398110, output_fired_time: 0.5763407946, propagate_forward_time: 23.7903308868, propagate_backward_time: 36.3835296631, weight_update_time: 0.1156062335, other_time: 2.2459640503
epoch time: 5.2814726830s, input_fired_time: 0.0802714005, output_fired_time: 0.0000000000, propagate_forward_time: 4.7980799675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031214714
validation[          , genome  3762] predictions:    9639/  10000 (96.39%), best:    9672/10000 (96.72%), error:      1220.16895, best error:      1179.94409 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.0605773926s, input_fired_time: 0.6494781375, output_fired_time: 0.5787947774, propagate_forward_time: 24.1082839966, propagate_backward_time: 36.4875488281, weight_update_time: 0.1154563800, other_time: 2.2364692688
epoch time: 5.3092775345s, input_fired_time: 0.0823123232, output_fired_time: 0.0000000000, propagate_forward_time: 4.8224539757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045114517
validation[          , genome  3762] predictions:    9577/  10000 (95.77%), best:    9672/10000 (96.72%), error:      1401.90454, best error:      1179.94409 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.3909149170s, input_fired_time: 0.6520683765, output_fired_time: 0.5822933912, propagate_forward_time: 24.2447242737, propagate_backward_time: 36.6627693176, weight_update_time: 0.1166096106, other_time: 2.2490577698
epoch time: 5.3350276947s, input_fired_time: 0.0817326978, output_fired_time: 0.0000000000, propagate_forward_time: 4.8495774269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037175179
validation[          , genome  3762] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1214.77026, best error:      1179.94409 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.7608528137s, input_fired_time: 0.6506356001, output_fired_time: 0.5754538774, propagate_forward_time: 24.0294075012, propagate_backward_time: 36.2744216919, weight_update_time: 0.1149258763, other_time: 2.2309341431
epoch time: 5.2789516449s, input_fired_time: 0.0811615810, output_fired_time: 0.0000000000, propagate_forward_time: 4.7953915596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023985863
validation[          , genome  3762] predictions:    9624/  10000 (96.24%), best:    9672/10000 (96.72%), error:      1259.84265, best error:      1179.94409 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.2730636597s, input_fired_time: 0.6425688863, output_fired_time: 0.5815842748, propagate_forward_time: 24.1915206909, propagate_backward_time: 36.6781845093, weight_update_time: 0.1157459468, other_time: 2.1792030334
epoch time: 5.3217525482s, input_fired_time: 0.0810150802, output_fired_time: 0.0000000000, propagate_forward_time: 4.8442173004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965201378
validation[          , genome  3762] predictions:    9606/  10000 (96.06%), best:    9672/10000 (96.72%), error:      1330.45251, best error:      1179.94409 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.2192077637s, input_fired_time: 0.6514057517, output_fired_time: 0.5821659565, propagate_forward_time: 24.1992111206, propagate_backward_time: 36.5465927124, weight_update_time: 0.1147177815, other_time: 2.2398338318
epoch time: 5.3238725662s, input_fired_time: 0.0829710364, output_fired_time: 0.0000000000, propagate_forward_time: 4.8392658234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016356468
validation[          , genome  3762] predictions:    9631/  10000 (96.31%), best:    9672/10000 (96.72%), error:      1200.42224, best error:      1179.94409 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.8554573059s, input_fired_time: 0.6430103183, output_fired_time: 0.5755695701, propagate_forward_time: 24.0710544586, propagate_backward_time: 36.3870239258, weight_update_time: 0.1136379316, other_time: 2.1788024902
epoch time: 5.2837872505s, input_fired_time: 0.0807698965, output_fired_time: 0.0000000000, propagate_forward_time: 4.8046870232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983302116
validation[          , genome  3762] predictions:    9573/  10000 (95.73%), best:    9672/10000 (96.72%), error:      1412.55383, best error:      1179.94409 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.9341316223s, input_fired_time: 0.6451191306, output_fired_time: 0.5761473179, propagate_forward_time: 24.1292419434, propagate_backward_time: 36.4080734253, weight_update_time: 0.1147409603, other_time: 2.1755485535
epoch time: 5.2862486839s, input_fired_time: 0.0814896524, output_fired_time: 0.0000000000, propagate_forward_time: 4.8085927963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961663246
validation[          , genome  3762] predictions:    9635/  10000 (96.35%), best:    9672/10000 (96.72%), error:      1252.42041, best error:      1179.94409 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.2755279541s, input_fired_time: 0.6484708786, output_fired_time: 0.5806201100, propagate_forward_time: 24.2024173737, propagate_backward_time: 36.6607284546, weight_update_time: 0.1144341603, other_time: 2.1832885742
epoch time: 5.3302559853s, input_fired_time: 0.0817634687, output_fired_time: 0.0000000000, propagate_forward_time: 4.8493227959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991699219
validation[          , genome  3762] predictions:    9639/  10000 (96.39%), best:    9672/10000 (96.72%), error:      1264.22778, best error:      1179.94409 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.3442459106s, input_fired_time: 0.6532817483, output_fired_time: 0.5828419924, propagate_forward_time: 24.2233142853, propagate_backward_time: 36.6385192871, weight_update_time: 0.1171102971, other_time: 2.2462844849
epoch time: 5.3365778923s, input_fired_time: 0.0840785801, output_fired_time: 0.0000000000, propagate_forward_time: 4.8459768295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065222740
validation[          , genome  3762] predictions:    9616/  10000 (96.16%), best:    9672/10000 (96.72%), error:      1274.16785, best error:      1179.94409 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.0661926270s, input_fired_time: 0.6509014368, output_fired_time: 0.5782640576, propagate_forward_time: 24.1060504913, propagate_backward_time: 36.5023040771, weight_update_time: 0.1148228198, other_time: 2.2286758423
epoch time: 5.3017907143s, input_fired_time: 0.0821795091, output_fired_time: 0.0000000000, propagate_forward_time: 4.8224058151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972053528
validation[          , genome  3762] predictions:    9620/  10000 (96.20%), best:    9672/10000 (96.72%), error:      1245.73145, best error:      1179.94409 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.7479362488s, input_fired_time: 0.6434527636, output_fired_time: 0.5753647685, propagate_forward_time: 24.0485343933, propagate_backward_time: 36.2918205261, weight_update_time: 0.1138198897, other_time: 2.1887664795
epoch time: 5.3109154701s, input_fired_time: 0.0810441077, output_fired_time: 0.0000000000, propagate_forward_time: 4.8339366913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959345818
validation[          , genome  3762] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1226.88171, best error:      1179.94409 on epoch:    58, 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: 26.5889282227s, input_fired_time: 0.3962748945, output_fired_time: 0.0000000000, propagate_forward_time: 24.1580390930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0346145630
best training[          , genome  3762] predictions:   48955/  50000 (97.91%), best:    9672/10000 (96.72%), error:      3831.10742, best error:      1179.94409 on epoch:    58, 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: 5.2846145630s, input_fired_time: 0.0782907009, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094911575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968324661
   testing[          , genome  3762] predictions:    9666/  10000 (96.66%), best:    9672/10000 (96.72%), error:      1076.31079, best error:      1179.94409 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:35:55 (4956): called boinc_finish(0)

</stderr_txt>
]]>