Nameexact_genome_1512568488_45_5305_0
Workunit2597792
Created7 Dec 2017, 14:14:03 UTC
Sent7 Dec 2017, 14:17:22 UTC
Report deadline13 Dec 2017, 6:52:12 UTC
Received7 Dec 2017, 22:57:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 12 min 52 sec
CPU time3 hours 6 min 3 sec
Validate stateValid
Credit1,422.72
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.11 MB
Peak swap size158.40 MB
Peak disk usage1.96 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270471573
validation[          , genome  5305] predictions:    9555/  10000 (95.55%), best:    9712/10000 (97.12%), error:      1481.15198, best error:       982.37231 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 107.1196823120s, input_fired_time: 1.0667380095, output_fired_time: 0.9367288351, propagate_forward_time: 42.2005767822, propagate_backward_time: 59.8991394043, weight_update_time: 0.1468041837, other_time: 3.0165023804
epoch time: 8.2270431519s, input_fired_time: 0.1336078197, output_fired_time: 0.0000000000, propagate_forward_time: 7.5733327866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201025009
validation[          , genome  5305] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       977.89539, best error:       977.89539 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.9369506836s, input_fired_time: 1.0649933815, output_fired_time: 0.9357459545, propagate_forward_time: 39.0495491028, propagate_backward_time: 63.8674316406, weight_update_time: 0.1484261304, other_time: 3.0192260742
epoch time: 8.1927118301s, input_fired_time: 0.1327598840, output_fired_time: 0.0000000000, propagate_forward_time: 7.5420227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179290771
validation[          , genome  5305] predictions:    9635/  10000 (96.35%), best:    9706/10000 (97.06%), error:      1205.06641, best error:       977.89539 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.8550338745s, input_fired_time: 1.0617057085, output_fired_time: 0.9410881996, propagate_forward_time: 40.1241416931, propagate_backward_time: 62.7636947632, weight_update_time: 0.1460569054, other_time: 2.9644088745
epoch time: 8.2763795853s, input_fired_time: 0.1491659284, output_fired_time: 0.0000000000, propagate_forward_time: 7.6097269058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174865723
validation[          , genome  5305] predictions:    9698/  10000 (96.98%), best:    9706/10000 (97.06%), error:      1022.54968, best error:       977.89539 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.3143157959s, input_fired_time: 1.0684894323, output_fired_time: 0.9401481152, propagate_forward_time: 41.2263946533, propagate_backward_time: 61.0730171204, weight_update_time: 0.1471262276, other_time: 3.0062675476
epoch time: 9.5582923889s, input_fired_time: 0.1409929842, output_fired_time: 0.0000000000, propagate_forward_time: 8.8672809601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500183105
validation[          , genome  5305] predictions:    9691/  10000 (96.91%), best:    9706/10000 (97.06%), error:      1013.85223, best error:       977.89539 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.7777786255s, input_fired_time: 1.0686762333, output_fired_time: 0.9341123104, propagate_forward_time: 40.0228614807, propagate_backward_time: 61.7368888855, weight_update_time: 0.1472684443, other_time: 3.0152320862
epoch time: 9.3982086182s, input_fired_time: 0.1386741102, output_fired_time: 0.0000000000, propagate_forward_time: 7.7106442451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5488905907
validation[          , genome  5305] predictions:    9671/  10000 (96.71%), best:    9706/10000 (97.06%), error:      1061.71863, best error:       977.89539 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 112.9435577393s, input_fired_time: 1.1722288132, output_fired_time: 1.0089057684, propagate_forward_time: 42.3949737549, propagate_backward_time: 65.2650833130, weight_update_time: 0.1483333856, other_time: 3.1023712158
epoch time: 9.1266317368s, input_fired_time: 0.1335374266, output_fired_time: 0.0000000000, propagate_forward_time: 7.4578113556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352830887
validation[          , genome  5305] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       968.03406, best error:       968.03406 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.2591857910s, input_fired_time: 1.0603899956, output_fired_time: 0.9293618798, propagate_forward_time: 39.7315406799, propagate_backward_time: 61.5627441406, weight_update_time: 0.1459220499, other_time: 2.9751586914
epoch time: 9.1888761520s, input_fired_time: 0.1381307393, output_fired_time: 0.0000000000, propagate_forward_time: 8.5188922882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318527222
validation[          , genome  5305] predictions:    9688/  10000 (96.88%), best:    9708/10000 (97.08%), error:      1030.77051, best error:       968.03406 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 118.1872787476s, input_fired_time: 1.1294499636, output_fired_time: 1.0678088665, propagate_forward_time: 46.0108108521, propagate_backward_time: 66.7199096680, weight_update_time: 0.1542867273, other_time: 3.2593002319
epoch time: 8.1950931549s, input_fired_time: 0.1377040744, output_fired_time: 0.0000000000, propagate_forward_time: 7.5211548805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362343788
validation[          , genome  5305] predictions:    9679/  10000 (96.79%), best:    9708/10000 (97.08%), error:      1043.83667, best error:       968.03406 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.2629699707s, input_fired_time: 1.0673627853, output_fired_time: 0.9351509213, propagate_forward_time: 39.7939262390, propagate_backward_time: 61.4725418091, weight_update_time: 0.1462885886, other_time: 2.9939956665
epoch time: 9.2867898941s, input_fired_time: 0.1363024861, output_fired_time: 0.0000000000, propagate_forward_time: 8.6060190201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444679260
validation[          , genome  5305] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       933.38843, best error:       933.38843 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.6393127441s, input_fired_time: 1.1575982571, output_fired_time: 1.0346536636, propagate_forward_time: 47.1199722290, propagate_backward_time: 69.0100860596, weight_update_time: 0.1627345830, other_time: 3.3170013428
epoch time: 8.3610467911s, input_fired_time: 0.1351852864, output_fired_time: 0.0000000000, propagate_forward_time: 7.7018413544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240201950
validation[          , genome  5305] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       960.00702, best error:       933.38843 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.1225891113s, input_fired_time: 1.0677360296, output_fired_time: 0.9348895550, propagate_forward_time: 43.1890487671, propagate_backward_time: 59.9307518005, weight_update_time: 0.1475039423, other_time: 3.0001640320
epoch time: 8.2092027664s, input_fired_time: 0.1336298138, output_fired_time: 0.0000000000, propagate_forward_time: 7.5585532188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170197487
validation[          , genome  5305] predictions:    9688/  10000 (96.88%), best:    9707/10000 (97.07%), error:      1075.96436, best error:       933.38843 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.1783294678s, input_fired_time: 1.3046938181, output_fired_time: 1.1073721647, propagate_forward_time: 46.5094757080, propagate_backward_time: 75.8259811401, weight_update_time: 0.1634722799, other_time: 3.4308090210
epoch time: 8.4444236755s, input_fired_time: 0.1375222802, output_fired_time: 0.0000000000, propagate_forward_time: 7.7733011246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335998535
validation[          , genome  5305] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       924.62634, best error:       924.62634 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.3918151855s, input_fired_time: 1.1028897762, output_fired_time: 0.9845057726, propagate_forward_time: 41.5606880188, propagate_backward_time: 66.5825576782, weight_update_time: 0.1469678730, other_time: 3.1611709595
epoch time: 8.2365331650s, input_fired_time: 0.1337802857, output_fired_time: 0.0000000000, propagate_forward_time: 7.5939989090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087537766
validation[          , genome  5305] predictions:    9719/  10000 (97.19%), best:    9700/10000 (97.00%), error:       954.11395, best error:       924.62634 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.5837097168s, input_fired_time: 1.1002349854, output_fired_time: 0.9423322082, propagate_forward_time: 42.3451576233, propagate_backward_time: 66.0343322754, weight_update_time: 0.1529870778, other_time: 4.1616516113
epoch time: 8.1157751083s, input_fired_time: 0.1323767900, output_fired_time: 0.0000000000, propagate_forward_time: 7.4705147743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128836632
validation[          , genome  5305] predictions:    9720/  10000 (97.20%), best:    9700/10000 (97.00%), error:       951.19757, best error:       924.62634 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.2889251709s, input_fired_time: 1.0610344410, output_fired_time: 0.9272150397, propagate_forward_time: 39.8249626160, propagate_backward_time: 62.5154495239, weight_update_time: 0.1466091871, other_time: 2.9602584839
epoch time: 8.0923805237s, input_fired_time: 0.1357184947, output_fired_time: 0.0000000000, propagate_forward_time: 7.4322299957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244321823
validation[          , genome  5305] predictions:    9698/  10000 (96.98%), best:    9700/10000 (97.00%), error:       970.81873, best error:       924.62634 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 110.6289291382s, input_fired_time: 1.0978429317, output_fired_time: 0.9631387591, propagate_forward_time: 40.8853340149, propagate_backward_time: 64.6481628418, weight_update_time: 0.1570508629, other_time: 3.0344543457
epoch time: 7.9779257774s, input_fired_time: 0.1327305585, output_fired_time: 0.0000000000, propagate_forward_time: 7.3306326866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145626068
validation[          , genome  5305] predictions:    9719/  10000 (97.19%), best:    9700/10000 (97.00%), error:       926.92194, best error:       924.62634 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 106.4333724976s, input_fired_time: 1.0705159903, output_fired_time: 0.9261754751, propagate_forward_time: 40.8880691528, propagate_backward_time: 60.6060256958, weight_update_time: 0.1458859295, other_time: 2.9425811768
epoch time: 9.4076261520s, input_fired_time: 0.1398029625, output_fired_time: 0.0000000000, propagate_forward_time: 8.7262229919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416002274
validation[          , genome  5305] predictions:    9715/  10000 (97.15%), best:    9700/10000 (97.00%), error:       950.84607, best error:       924.62634 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.4537353516s, input_fired_time: 1.0715614557, output_fired_time: 0.9414967299, propagate_forward_time: 39.8094024658, propagate_backward_time: 61.6226196289, weight_update_time: 0.1477697194, other_time: 3.0086517334
epoch time: 9.2604789734s, input_fired_time: 0.1376185268, output_fired_time: 0.0000000000, propagate_forward_time: 8.5936756134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291852951
validation[          , genome  5305] predictions:    9703/  10000 (97.03%), best:    9700/10000 (97.00%), error:       932.24908, best error:       924.62634 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.2147140503s, input_fired_time: 1.0745432377, output_fired_time: 0.9558513761, propagate_forward_time: 40.0110015869, propagate_backward_time: 62.1708908081, weight_update_time: 0.1473041028, other_time: 3.0024261475
epoch time: 8.1146154404s, input_fired_time: 0.1347029805, output_fired_time: 0.0000000000, propagate_forward_time: 7.4567174911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231947899
validation[          , genome  5305] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       861.69043, best error:       861.69043 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.3694534302s, input_fired_time: 1.0717266798, output_fired_time: 0.9347137809, propagate_forward_time: 38.7930946350, propagate_backward_time: 62.5725173950, weight_update_time: 0.1468715221, other_time: 3.9973983765
epoch time: 8.0378093719s, input_fired_time: 0.1322805136, output_fired_time: 0.0000000000, propagate_forward_time: 7.3951368332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103921890
validation[          , genome  5305] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       917.35907, best error:       861.69043 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.1683044434s, input_fired_time: 1.0762972832, output_fired_time: 0.9357440472, propagate_forward_time: 39.6873321533, propagate_backward_time: 62.4577484131, weight_update_time: 0.1464087367, other_time: 3.0111846924
epoch time: 8.3773450851s, input_fired_time: 0.1335364431, output_fired_time: 0.0000000000, propagate_forward_time: 7.7051258087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386829376
validation[          , genome  5305] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1001.30890, best error:       861.69043 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.3136138916s, input_fired_time: 1.1610816717, output_fired_time: 1.0134645700, propagate_forward_time: 43.4730567932, propagate_backward_time: 66.4110107422, weight_update_time: 0.1702968478, other_time: 4.2550048828
epoch time: 8.1349306107s, input_fired_time: 0.1355068386, output_fired_time: 0.0000000000, propagate_forward_time: 7.4742608070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251631737
validation[          , genome  5305] predictions:    9740/  10000 (97.40%), best:    9736/10000 (97.36%), error:       873.18341, best error:       861.69043 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.6506042480s, input_fired_time: 1.0967484713, output_fired_time: 0.9585828781, propagate_forward_time: 41.5352630615, propagate_backward_time: 65.0024948120, weight_update_time: 0.1473960578, other_time: 3.0575180054
epoch time: 8.1750469208s, input_fired_time: 0.1358147264, output_fired_time: 0.0000000000, propagate_forward_time: 7.5221753120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170569420
validation[          , genome  5305] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       942.41333, best error:       861.69043 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.7240066528s, input_fired_time: 2.0052826405, output_fired_time: 0.9567855597, propagate_forward_time: 40.9382514954, propagate_backward_time: 62.7607536316, weight_update_time: 0.1478845626, other_time: 3.0629310608
epoch time: 8.0615253448s, input_fired_time: 0.1341126412, output_fired_time: 0.0000000000, propagate_forward_time: 7.4162297249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111827850
validation[          , genome  5305] predictions:    9657/  10000 (96.57%), best:    9736/10000 (97.36%), error:      1038.17517, best error:       861.69043 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.7151641846s, input_fired_time: 2.0839159489, output_fired_time: 0.9548163414, propagate_forward_time: 40.9348258972, propagate_backward_time: 60.7191581726, weight_update_time: 0.1613222808, other_time: 3.0224456787
epoch time: 8.2595634460s, input_fired_time: 0.1360551417, output_fired_time: 0.0000000000, propagate_forward_time: 7.6019706726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215377808
validation[          , genome  5305] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       924.18079, best error:       861.69043 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.5307464600s, input_fired_time: 1.0738693476, output_fired_time: 1.8377658129, propagate_forward_time: 40.8714447021, propagate_backward_time: 59.7617988586, weight_update_time: 0.1467948109, other_time: 2.9858665466
epoch time: 9.3778295517s, input_fired_time: 0.1385924816, output_fired_time: 0.0000000000, propagate_forward_time: 8.7150850296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241518021
validation[          , genome  5305] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       934.84210, best error:       861.69043 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.2584228516s, input_fired_time: 1.2254036665, output_fired_time: 1.0235729218, propagate_forward_time: 47.4823684692, propagate_backward_time: 69.2043533325, weight_update_time: 0.1686774343, other_time: 3.3227233887
epoch time: 8.1294460297s, input_fired_time: 0.1379219592, output_fired_time: 0.0000000000, propagate_forward_time: 7.4651837349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263404846
validation[          , genome  5305] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1074.27905, best error:       861.69043 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.9464874268s, input_fired_time: 1.0769135952, output_fired_time: 0.9484921694, propagate_forward_time: 43.3074150085, propagate_backward_time: 62.6029357910, weight_update_time: 0.1464492977, other_time: 3.0107269287
epoch time: 8.1405601501s, input_fired_time: 0.1364656836, output_fired_time: 0.0000000000, propagate_forward_time: 7.4799065590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241875648
validation[          , genome  5305] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       893.49329, best error:       861.69043 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 108.3998718262s, input_fired_time: 1.0851824284, output_fired_time: 0.9334639311, propagate_forward_time: 40.2122344971, propagate_backward_time: 63.2012214661, weight_update_time: 0.1472005248, other_time: 2.9677696228
epoch time: 8.0247764587s, input_fired_time: 0.1342934668, output_fired_time: 0.0000000000, propagate_forward_time: 7.3785495758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119333267
validation[          , genome  5305] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       938.38293, best error:       861.69043 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.0954742432s, input_fired_time: 1.0822466612, output_fired_time: 1.9483747482, propagate_forward_time: 38.1508865356, propagate_backward_time: 62.8994178772, weight_update_time: 0.1597145647, other_time: 4.0145530701
epoch time: 8.2668371201s, input_fired_time: 0.1366866082, output_fired_time: 0.0000000000, propagate_forward_time: 7.5886492729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415015221
validation[          , genome  5305] predictions:    9676/  10000 (96.76%), best:    9736/10000 (97.36%), error:      1011.65851, best error:       861.69043 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.5824737549s, input_fired_time: 1.1630759239, output_fired_time: 0.9811254144, propagate_forward_time: 40.0187187195, propagate_backward_time: 65.3650741577, weight_update_time: 0.1554339230, other_time: 3.0544815063
epoch time: 8.1713237762s, input_fired_time: 0.1362194270, output_fired_time: 0.0000000000, propagate_forward_time: 7.5114846230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236201286
validation[          , genome  5305] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       899.95087, best error:       861.69043 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.9688491821s, input_fired_time: 1.0710567236, output_fired_time: 0.9345612526, propagate_forward_time: 38.1063385010, propagate_backward_time: 62.8747673035, weight_update_time: 0.1465011686, other_time: 3.9821205139
epoch time: 9.3737516403s, input_fired_time: 0.1388055980, output_fired_time: 0.0000000000, propagate_forward_time: 8.7070751190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278711319
validation[          , genome  5305] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       968.24750, best error:       861.69043 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 106.5048980713s, input_fired_time: 1.0707581043, output_fired_time: 0.9311599731, propagate_forward_time: 39.8008384705, propagate_backward_time: 61.7249755859, weight_update_time: 0.1474175751, other_time: 2.9771728516
epoch time: 9.3877906799s, input_fired_time: 0.1393847018, output_fired_time: 0.0000000000, propagate_forward_time: 8.7136878967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347185135
validation[          , genome  5305] predictions:    9731/  10000 (97.31%), best:    9736/10000 (97.36%), error:       913.11462, best error:       861.69043 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.0893478394s, input_fired_time: 1.1092612743, output_fired_time: 0.9588801861, propagate_forward_time: 42.6746368408, propagate_backward_time: 63.2240447998, weight_update_time: 0.1631305963, other_time: 3.1225280762
epoch time: 9.9549160004s, input_fired_time: 0.1549237669, output_fired_time: 0.0000000000, propagate_forward_time: 9.2577562332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422363281
validation[          , genome  5305] predictions:    9663/  10000 (96.63%), best:    9736/10000 (97.36%), error:      1069.68140, best error:       861.69043 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.2445983887s, input_fired_time: 2.1028535366, output_fired_time: 0.9451732635, propagate_forward_time: 39.3331375122, propagate_backward_time: 61.9060096741, weight_update_time: 0.1467230171, other_time: 2.9574241638
epoch time: 9.2021455765s, input_fired_time: 0.1375632882, output_fired_time: 0.0000000000, propagate_forward_time: 8.5348186493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297632217
validation[          , genome  5305] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:       968.12933, best error:       861.69043 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.2135543823s, input_fired_time: 1.1723448038, output_fired_time: 1.0125794411, propagate_forward_time: 44.7219352722, propagate_backward_time: 66.0627517700, weight_update_time: 0.1557392031, other_time: 3.2439346313
epoch time: 10.0109863281s, input_fired_time: 0.1468910724, output_fired_time: 0.0000000000, propagate_forward_time: 9.2928943634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712013245
validation[          , genome  5305] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       996.48499, best error:       861.69043 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 109.3971710205s, input_fired_time: 1.0751689672, output_fired_time: 0.9484982491, propagate_forward_time: 40.0916900635, propagate_backward_time: 63.3626976013, weight_update_time: 0.1456166357, other_time: 3.9191093445
epoch time: 9.4872827530s, input_fired_time: 0.1446777284, output_fired_time: 0.0000000000, propagate_forward_time: 8.7959146500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466899872
validation[          , genome  5305] predictions:    9700/  10000 (97.00%), best:    9736/10000 (97.36%), error:      1002.41718, best error:       861.69043 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.2520980835s, input_fired_time: 1.0889000893, output_fired_time: 0.9359911084, propagate_forward_time: 40.3985099792, propagate_backward_time: 60.8544311523, weight_update_time: 0.1463286430, other_time: 2.9742698669
epoch time: 9.3733606339s, input_fired_time: 0.1412959844, output_fired_time: 0.0000000000, propagate_forward_time: 8.6951942444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368700027
validation[          , genome  5305] predictions:    9671/  10000 (96.71%), best:    9736/10000 (97.36%), error:      1056.33838, best error:       861.69043 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.2244720459s, input_fired_time: 1.0822156668, output_fired_time: 0.9611794353, propagate_forward_time: 39.3132133484, propagate_backward_time: 62.8679695129, weight_update_time: 0.1465704441, other_time: 2.9998893738
epoch time: 9.3060140610s, input_fired_time: 0.1403297782, output_fired_time: 0.0000000000, propagate_forward_time: 8.6427364349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229482651
validation[          , genome  5305] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       982.94232, best error:       861.69043 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 112.6020126343s, input_fired_time: 1.1263818741, output_fired_time: 0.9930496812, propagate_forward_time: 39.9698219299, propagate_backward_time: 67.4141082764, weight_update_time: 0.1477323025, other_time: 3.0986480713
epoch time: 11.1776914597s, input_fired_time: 0.1779789776, output_fired_time: 0.0000000000, propagate_forward_time: 10.4021272659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975856781
validation[          , genome  5305] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       835.14972, best error:       835.14972 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.5434494019s, input_fired_time: 1.0820029974, output_fired_time: 0.9393234849, propagate_forward_time: 39.3139877319, propagate_backward_time: 63.2035484314, weight_update_time: 0.1473685950, other_time: 3.0045890808
epoch time: 9.5455551147s, input_fired_time: 0.1434794962, output_fired_time: 0.0000000000, propagate_forward_time: 8.8606357574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414400101
validation[          , genome  5305] predictions:    9727/  10000 (97.27%), best:    9754/10000 (97.54%), error:       888.95764, best error:       835.14972 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.1372528076s, input_fired_time: 1.0904572010, output_fired_time: 0.9371347427, propagate_forward_time: 41.1026458740, propagate_backward_time: 61.0082702637, weight_update_time: 0.1469405144, other_time: 2.9987487793
epoch time: 8.1056070328s, input_fired_time: 0.1372984648, output_fired_time: 0.0000000000, propagate_forward_time: 7.4396471977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286612511
validation[          , genome  5305] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       950.31061, best error:       835.14972 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.1205062866s, input_fired_time: 1.0833165646, output_fired_time: 0.9340353608, propagate_forward_time: 39.1454429626, propagate_backward_time: 63.9870567322, weight_update_time: 0.1469829381, other_time: 2.9706611633
epoch time: 16.0062179565s, input_fired_time: 0.2163671106, output_fired_time: 0.0000000000, propagate_forward_time: 14.7914400101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9984111786
validation[          , genome  5305] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       925.37048, best error:       835.14972 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 113.3433380127s, input_fired_time: 1.1930563450, output_fired_time: 1.0001903772, propagate_forward_time: 43.6685409546, propagate_backward_time: 64.3254165649, weight_update_time: 0.1637862325, other_time: 3.1561355591
epoch time: 9.4561700821s, input_fired_time: 0.1423608214, output_fired_time: 0.0000000000, propagate_forward_time: 7.7700071335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5438022614
validation[          , genome  5305] predictions:    9663/  10000 (96.63%), best:    9754/10000 (97.54%), error:      1046.94067, best error:       835.14972 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 117.8971176147s, input_fired_time: 1.1275341511, output_fired_time: 1.0733953714, propagate_forward_time: 44.8181076050, propagate_backward_time: 66.6317214966, weight_update_time: 0.1838704348, other_time: 4.2463607788
epoch time: 8.0980367661s, input_fired_time: 0.1345441341, output_fired_time: 0.0000000000, propagate_forward_time: 7.4517331123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117592812
validation[          , genome  5305] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       973.01941, best error:       835.14972 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.3193283081s, input_fired_time: 1.0889495611, output_fired_time: 0.9352964163, propagate_forward_time: 40.1895523071, propagate_backward_time: 63.0728454590, weight_update_time: 0.2045679092, other_time: 3.0326843262
epoch time: 7.6301803589s, input_fired_time: 0.1297783554, output_fired_time: 0.0000000000, propagate_forward_time: 7.0044794083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959225655
validation[          , genome  5305] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       933.06299, best error:       835.14972 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 107.3874359131s, input_fired_time: 1.0843141079, output_fired_time: 0.9397965074, propagate_forward_time: 40.1661338806, propagate_backward_time: 62.1878776550, weight_update_time: 0.1475767940, other_time: 3.0093116760
epoch time: 9.4934635162s, input_fired_time: 0.1425470114, output_fired_time: 0.0000000000, propagate_forward_time: 8.7841768265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667400360
validation[          , genome  5305] predictions:    9708/  10000 (97.08%), best:    9754/10000 (97.54%), error:       943.45831, best error:       835.14972 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 124.4909210205s, input_fired_time: 1.2745790482, output_fired_time: 1.1015720367, propagate_forward_time: 46.2149391174, propagate_backward_time: 71.5794219971, weight_update_time: 0.1570039243, other_time: 4.3204040527
epoch time: 13.5407009125s, input_fired_time: 0.2181293964, output_fired_time: 0.0000000000, propagate_forward_time: 12.4986448288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8239269257
validation[          , genome  5305] predictions:    9722/  10000 (97.22%), best:    9754/10000 (97.54%), error:       916.32355, best error:       835.14972 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.5868225098s, input_fired_time: 1.1785647869, output_fired_time: 1.0680783987, propagate_forward_time: 44.5400619507, propagate_backward_time: 68.4729614258, weight_update_time: 0.1827642322, other_time: 3.3271560669
epoch time: 8.2075986862s, input_fired_time: 0.1397741735, output_fired_time: 0.0000000000, propagate_forward_time: 7.5412478447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265765190
validation[          , genome  5305] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       940.32190, best error:       835.14972 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.9918823242s, input_fired_time: 1.0829813480, output_fired_time: 0.9507174492, propagate_forward_time: 39.1342239380, propagate_backward_time: 63.8506431580, weight_update_time: 0.1469126642, other_time: 2.9733161926
epoch time: 8.0206403732s, input_fired_time: 0.1372417808, output_fired_time: 0.0000000000, propagate_forward_time: 7.3632349968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201635361
validation[          , genome  5305] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       894.72064, best error:       835.14972 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 107.1716918945s, input_fired_time: 1.0908406973, output_fired_time: 0.9365311861, propagate_forward_time: 42.1396064758, propagate_backward_time: 60.0041389465, weight_update_time: 0.1478939503, other_time: 3.0005722046
epoch time: 9.9434804916s, input_fired_time: 0.1511960030, output_fired_time: 0.0000000000, propagate_forward_time: 9.2362899780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559940338
validation[          , genome  5305] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       921.14185, best error:       835.14972 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.6880722046s, input_fired_time: 1.1504851580, output_fired_time: 0.9905854464, propagate_forward_time: 42.7474098206, propagate_backward_time: 66.7004623413, weight_update_time: 0.1862276196, other_time: 3.0991287231
epoch time: 8.1380167007s, input_fired_time: 0.1382968575, output_fired_time: 0.0000000000, propagate_forward_time: 7.4790616035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206580162
validation[          , genome  5305] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       890.64044, best error:       835.14972 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.9652175903s, input_fired_time: 1.0858285427, output_fired_time: 0.9380712509, propagate_forward_time: 40.1164550781, propagate_backward_time: 61.8519973755, weight_update_time: 0.1475593001, other_time: 2.9728622437
epoch time: 9.4359035492s, input_fired_time: 0.1437755972, output_fired_time: 0.0000000000, propagate_forward_time: 8.7517929077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403347015
validation[          , genome  5305] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       978.75330, best error:       835.14972 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.7818832397s, input_fired_time: 1.1789296865, output_fired_time: 1.0136663914, propagate_forward_time: 44.8504524231, propagate_backward_time: 67.5315246582, weight_update_time: 0.1514528841, other_time: 3.2073059082
epoch time: 9.5701417923s, input_fired_time: 0.1460402161, output_fired_time: 0.0000000000, propagate_forward_time: 8.8232555389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008462906
validation[          , genome  5305] predictions:    9715/  10000 (97.15%), best:    9754/10000 (97.54%), error:      1006.81360, best error:       835.14972 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.0450897217s, input_fired_time: 1.2064291239, output_fired_time: 1.0540127754, propagate_forward_time: 43.4199256897, propagate_backward_time: 67.0765609741, weight_update_time: 0.1734497547, other_time: 3.2881546021
epoch time: 9.2300729752s, input_fired_time: 0.1402765512, output_fired_time: 0.0000000000, propagate_forward_time: 8.5560760498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337200165
validation[          , genome  5305] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       936.83643, best error:       835.14972 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.9120941162s, input_fired_time: 1.0892119408, output_fired_time: 0.9340237975, propagate_forward_time: 39.9301300049, propagate_backward_time: 61.9747467041, weight_update_time: 0.1477414370, other_time: 2.9839859009
epoch time: 8.2437906265s, input_fired_time: 0.1392205060, output_fired_time: 0.0000000000, propagate_forward_time: 7.5751643181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294060707
validation[          , genome  5305] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       991.47498, best error:       835.14972 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.3283386230s, input_fired_time: 1.1685022116, output_fired_time: 1.0257441998, propagate_forward_time: 45.6587295532, propagate_backward_time: 68.2526321411, weight_update_time: 0.1476349682, other_time: 3.2227325439
epoch time: 9.3274374008s, input_fired_time: 0.1414215416, output_fired_time: 0.0000000000, propagate_forward_time: 8.6540031433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320129395
validation[          , genome  5305] predictions:    9585/  10000 (95.85%), best:    9754/10000 (97.54%), error:      1351.39661, best error:       835.14972 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.1153793335s, input_fired_time: 1.1444007158, output_fired_time: 0.9967019558, propagate_forward_time: 43.4139175415, propagate_backward_time: 65.4500427246, weight_update_time: 0.1466523111, other_time: 3.1103134155
epoch time: 8.4648294449s, input_fired_time: 0.1434144378, output_fired_time: 0.0000000000, propagate_forward_time: 7.7867550850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346598625
validation[          , genome  5305] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       897.70135, best error:       835.14972 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.8057479858s, input_fired_time: 1.0910820961, output_fired_time: 0.9320480227, propagate_forward_time: 38.9515914917, propagate_backward_time: 62.8643188477, weight_update_time: 0.1457084417, other_time: 2.9667129517
epoch time: 9.3982334137s, input_fired_time: 0.1414753348, output_fired_time: 0.0000000000, propagate_forward_time: 7.7132625580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5434951782
validation[          , genome  5305] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       894.67371, best error:       835.14972 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.0441131592s, input_fired_time: 1.0875205994, output_fired_time: 0.9325958490, propagate_forward_time: 38.9905128479, propagate_backward_time: 63.0606155396, weight_update_time: 0.1464215368, other_time: 2.9728622437
epoch time: 9.3678703308s, input_fired_time: 0.1419654638, output_fired_time: 0.0000000000, propagate_forward_time: 8.6927089691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331954956
validation[          , genome  5305] predictions:    9730/  10000 (97.30%), best:    9754/10000 (97.54%), error:       886.59845, best error:       835.14972 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 120.4589233398s, input_fired_time: 1.4579435587, output_fired_time: 3.0031118393, propagate_forward_time: 44.4635581970, propagate_backward_time: 68.1623840332, weight_update_time: 0.1784617007, other_time: 3.3719177246
epoch time: 8.2629299164s, input_fired_time: 0.1373717487, output_fired_time: 0.0000000000, propagate_forward_time: 7.6055254936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200324059
validation[          , genome  5305] predictions:    9664/  10000 (96.64%), best:    9754/10000 (97.54%), error:      1086.92163, best error:       835.14972 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 112.5900955200s, input_fired_time: 1.1632653475, output_fired_time: 0.9765940309, propagate_forward_time: 41.7487144470, propagate_backward_time: 65.6147308350, weight_update_time: 0.1707233042, other_time: 3.0867919922
epoch time: 8.8422574997s, input_fired_time: 0.1505714059, output_fired_time: 0.0000000000, propagate_forward_time: 8.1041746140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875110626
validation[          , genome  5305] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       947.52380, best error:       835.14972 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 108.2311172485s, input_fired_time: 2.1034848690, output_fired_time: 0.9377558231, propagate_forward_time: 41.2410507202, propagate_backward_time: 60.9572067261, weight_update_time: 0.1468212306, other_time: 2.9916152954
epoch time: 8.0015563965s, input_fired_time: 0.1379342377, output_fired_time: 0.0000000000, propagate_forward_time: 7.3438949585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197272301
validation[          , genome  5305] predictions:    9676/  10000 (96.76%), best:    9754/10000 (97.54%), error:      1141.80908, best error:       835.14972 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 107.3135757446s, input_fired_time: 1.0929077864, output_fired_time: 0.9406733513, propagate_forward_time: 42.1494636536, propagate_backward_time: 60.1520500183, weight_update_time: 0.1470875889, other_time: 2.9784774780
epoch time: 9.5113430023s, input_fired_time: 0.1443625540, output_fired_time: 0.0000000000, propagate_forward_time: 8.8296804428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373001099
validation[          , genome  5305] predictions:    9656/  10000 (96.56%), best:    9754/10000 (97.54%), error:      1128.21179, best error:       835.14972 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 106.8789749146s, input_fired_time: 1.0927339792, output_fired_time: 0.9388291240, propagate_forward_time: 41.0164718628, propagate_backward_time: 60.8583755493, weight_update_time: 0.1463432759, other_time: 2.9725646973
epoch time: 9.3912925720s, input_fired_time: 1.1525592804, output_fired_time: 0.0000000000, propagate_forward_time: 7.6929426193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457906723
validation[          , genome  5305] predictions:    9762/  10000 (97.62%), best:    9754/10000 (97.54%), error:       841.70862, best error:       835.14972 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.7014846802s, input_fired_time: 1.0893731117, output_fired_time: 0.9281734228, propagate_forward_time: 38.9244575500, propagate_backward_time: 61.7623748779, weight_update_time: 0.1465837508, other_time: 3.9971008301
epoch time: 9.4102354050s, input_fired_time: 0.1436665952, output_fired_time: 0.0000000000, propagate_forward_time: 8.7330484390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335206985
validation[          , genome  5305] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       926.03259, best error:       835.14972 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.5580978394s, input_fired_time: 1.0903832912, output_fired_time: 0.9349679947, propagate_forward_time: 40.0011062622, propagate_backward_time: 61.5781860352, weight_update_time: 0.1461986899, other_time: 2.9534530640
epoch time: 8.1941757202s, input_fired_time: 0.1397262812, output_fired_time: 0.0000000000, propagate_forward_time: 7.5066137314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478353500
validation[          , genome  5305] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       897.36755, best error:       835.14972 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.4643173218s, input_fired_time: 1.1024497747, output_fired_time: 0.9406751394, propagate_forward_time: 40.2723159790, propagate_backward_time: 62.1568336487, weight_update_time: 0.1472141445, other_time: 3.9920463562
epoch time: 8.2800188065s, input_fired_time: 0.1406366974, output_fired_time: 0.0000000000, propagate_forward_time: 7.6208515167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185308456
validation[          , genome  5305] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       907.48645, best error:       835.14972 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 107.7853851318s, input_fired_time: 1.0924434662, output_fired_time: 0.9326357245, propagate_forward_time: 38.8895606995, propagate_backward_time: 63.9013099670, weight_update_time: 0.1461594403, other_time: 2.9694328308
epoch time: 7.9371514320s, input_fired_time: 0.1369259655, output_fired_time: 0.0000000000, propagate_forward_time: 7.2945656776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056595802
validation[          , genome  5305] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       928.16138, best error:       835.14972 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 105.5630264282s, input_fired_time: 2.0933067799, output_fired_time: 0.9191882014, propagate_forward_time: 38.4487152100, propagate_backward_time: 61.1853103638, weight_update_time: 0.1447911710, other_time: 2.9165039063
epoch time: 9.1487894058s, input_fired_time: 0.1407515407, output_fired_time: 0.0000000000, propagate_forward_time: 8.4930553436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149822235
validation[          , genome  5305] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       939.90753, best error:       835.14972 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.4376220703s, input_fired_time: 1.0967613459, output_fired_time: 0.9614800811, propagate_forward_time: 40.2032127380, propagate_backward_time: 62.1680145264, weight_update_time: 0.1468452215, other_time: 3.0081481934
epoch time: 9.3863935471s, input_fired_time: 0.1445814818, output_fired_time: 0.0000000000, propagate_forward_time: 8.7042398453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375719070
validation[          , genome  5305] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       916.72314, best error:       835.14972 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 124.2692794800s, input_fired_time: 1.2061169147, output_fired_time: 1.0586025715, propagate_forward_time: 45.2054862976, propagate_backward_time: 73.3390808105, weight_update_time: 0.1759562194, other_time: 3.4599914551
epoch time: 8.1325283051s, input_fired_time: 0.1405306458, output_fired_time: 0.0000000000, propagate_forward_time: 7.4697613716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222363472
validation[          , genome  5305] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       977.22302, best error:       835.14972 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.6159896851s, input_fired_time: 1.1622707844, output_fired_time: 0.9880923033, propagate_forward_time: 43.0891761780, propagate_backward_time: 68.0444183350, weight_update_time: 0.1731252968, other_time: 3.3320312500
epoch time: 9.5351400375s, input_fired_time: 0.1434218138, output_fired_time: 0.0000000000, propagate_forward_time: 8.8572254181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344924927
validation[          , genome  5305] predictions:    9685/  10000 (96.85%), best:    9754/10000 (97.54%), error:      1073.02710, best error:       835.14972 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.5408401489s, input_fired_time: 1.0972685814, output_fired_time: 0.9275664687, propagate_forward_time: 42.0212440491, propagate_backward_time: 59.5310325623, weight_update_time: 0.1468290538, other_time: 2.9637298584
epoch time: 7.9920139313s, input_fired_time: 0.1385084242, output_fired_time: 0.0000000000, propagate_forward_time: 7.3353443146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181612968
validation[          , genome  5305] predictions:    9677/  10000 (96.77%), best:    9754/10000 (97.54%), error:      1072.77734, best error:       835.14972 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.3629302979s, input_fired_time: 1.0941040516, output_fired_time: 0.9449183941, propagate_forward_time: 41.5460929871, propagate_backward_time: 59.7961845398, weight_update_time: 0.1465686262, other_time: 2.9816360474
epoch time: 8.0895032883s, input_fired_time: 0.1383168846, output_fired_time: 0.0000000000, propagate_forward_time: 7.4373941422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137920380
validation[          , genome  5305] predictions:    9694/  10000 (96.94%), best:    9754/10000 (97.54%), error:       994.24701, best error:       835.14972 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 106.7075424194s, input_fired_time: 1.0964325666, output_fired_time: 0.9376724362, propagate_forward_time: 40.1000785828, propagate_backward_time: 61.5973052979, weight_update_time: 0.1471101195, other_time: 2.9760437012
epoch time: 9.4689912796s, input_fired_time: 0.1438107938, output_fired_time: 0.0000000000, propagate_forward_time: 8.7881689072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370111465
validation[          , genome  5305] predictions:    9680/  10000 (96.80%), best:    9754/10000 (97.54%), error:      1005.56982, best error:       835.14972 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.2949905396s, input_fired_time: 1.1676884890, output_fired_time: 1.0022504330, propagate_forward_time: 44.4502944946, propagate_backward_time: 65.5666732788, weight_update_time: 0.1544060111, other_time: 3.1080856323
epoch time: 8.1106948853s, input_fired_time: 0.1407271177, output_fired_time: 0.0000000000, propagate_forward_time: 7.4451284409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248394012
validation[          , genome  5305] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       912.96851, best error:       835.14972 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.0266647339s, input_fired_time: 1.1647144556, output_fired_time: 0.9893894792, propagate_forward_time: 43.9102516174, propagate_backward_time: 67.6627349854, weight_update_time: 0.1618786007, other_time: 4.2995758057
epoch time: 8.1411552429s, input_fired_time: 0.1414054185, output_fired_time: 0.0000000000, propagate_forward_time: 7.4781908989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215587616
validation[          , genome  5305] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       903.08832, best error:       835.14972 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.1076812744s, input_fired_time: 1.1011321545, output_fired_time: 0.9410276413, propagate_forward_time: 41.1501655579, propagate_backward_time: 60.9438819885, weight_update_time: 0.1459356844, other_time: 3.9714775085
epoch time: 8.2545108795s, input_fired_time: 0.1422274262, output_fired_time: 0.0000000000, propagate_forward_time: 7.5832915306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289921761
validation[          , genome  5305] predictions:    9681/  10000 (96.81%), best:    9754/10000 (97.54%), error:      1019.85443, best error:       835.14972 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.4522323608s, input_fired_time: 1.1069176197, output_fired_time: 1.9475160837, propagate_forward_time: 38.2534828186, propagate_backward_time: 64.1276473999, weight_update_time: 0.1474336237, other_time: 3.0166702271
epoch time: 8.1543445587s, input_fired_time: 0.1404490322, output_fired_time: 0.0000000000, propagate_forward_time: 7.4938044548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200915337
validation[          , genome  5305] predictions:    9710/  10000 (97.10%), best:    9754/10000 (97.54%), error:       901.04993, best error:       835.14972 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.2328033447s, input_fired_time: 1.1264650822, output_fired_time: 0.9722120166, propagate_forward_time: 40.1477966309, propagate_backward_time: 65.9003982544, weight_update_time: 0.1550623178, other_time: 3.0859298706
epoch time: 7.9117231369s, input_fired_time: 0.1376585364, output_fired_time: 0.0000000000, propagate_forward_time: 7.2625694275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114951134
validation[          , genome  5305] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       861.21021, best error:       835.14972 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.6219482422s, input_fired_time: 1.1774289608, output_fired_time: 0.9902258515, propagate_forward_time: 43.0026550293, propagate_backward_time: 67.3048858643, weight_update_time: 0.1499487609, other_time: 3.1467514038
epoch time: 8.2112474442s, input_fired_time: 0.1414254606, output_fired_time: 0.0000000000, propagate_forward_time: 7.5455217361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243005753
validation[          , genome  5305] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       924.43335, best error:       835.14972 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 107.8799438477s, input_fired_time: 1.0990185738, output_fired_time: 0.9322308302, propagate_forward_time: 41.0207786560, propagate_backward_time: 61.8597259521, weight_update_time: 0.1472430676, other_time: 2.9681854248
epoch time: 8.2502374649s, input_fired_time: 0.1402335316, output_fired_time: 0.0000000000, propagate_forward_time: 7.5927486420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172548294
validation[          , genome  5305] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       973.22070, best error:       835.14972 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.4761199951s, input_fired_time: 1.2071163654, output_fired_time: 1.0249271393, propagate_forward_time: 44.6703681946, propagate_backward_time: 71.2145462036, weight_update_time: 0.1680082232, other_time: 3.3591690063
epoch time: 9.4899072647s, input_fired_time: 0.1458129585, output_fired_time: 0.0000000000, propagate_forward_time: 8.8061637878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379304886
validation[          , genome  5305] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       896.96088, best error:       835.14972 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 107.9303207397s, input_fired_time: 1.1161468029, output_fired_time: 0.9426869154, propagate_forward_time: 40.5383300781, propagate_backward_time: 62.2654571533, weight_update_time: 0.1486162543, other_time: 3.0676956177
epoch time: 9.4305257797s, input_fired_time: 0.1454268992, output_fired_time: 0.0000000000, propagate_forward_time: 8.7450456619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400533676
validation[          , genome  5305] predictions:    9676/  10000 (96.76%), best:    9754/10000 (97.54%), error:      1076.78101, best error:       835.14972 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.9416503906s, input_fired_time: 1.1009019613, output_fired_time: 0.9330010414, propagate_forward_time: 43.0151023865, propagate_backward_time: 58.9253349304, weight_update_time: 0.1459611803, other_time: 2.9673156738
epoch time: 8.2440280914s, input_fired_time: 0.1444211900, output_fired_time: 0.0000000000, propagate_forward_time: 7.5711450577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284614563
validation[          , genome  5305] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       962.12012, best error:       835.14972 on epoch:    54, 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: 44.4680938721s, input_fired_time: 0.7005009055, output_fired_time: 0.0000000000, propagate_forward_time: 40.9840316772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7835617065
best training[          , genome  5305] predictions:   49402/  50000 (98.80%), best:    9754/10000 (97.54%), error:      2182.64624, best error:       835.14972 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.1463212967s, input_fired_time: 0.1366987973, output_fired_time: 0.0000000000, propagate_forward_time: 7.4872674942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223550797
   testing[          , genome  5305] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       775.51392, best error:       835.14972 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:30:05 (11724): called boinc_finish(0)

</stderr_txt>
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