Nameexact_genome_1512185335_40_9571_0
Workunit2566293
Created5 Dec 2017, 22:46:59 UTC
Sent5 Dec 2017, 22:54:54 UTC
Report deadline7 Jan 2018, 5:17:13 UTC
Received7 Dec 2017, 21:45:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time16 hours 50 min 39 sec
CPU time16 hours 50 min 24 sec
Validate stateValid
Credit8,066.38
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size162.80 MB
Peak swap size164.57 MB
Peak disk usage2.62 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 43.4382247925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1508750916
validation[          , genome  9571] predictions:    9810/  10000 (98.10%), best:    9812/10000 (98.12%), error:       621.86884, best error:       604.50970 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 545.5291137695s, input_fired_time: 5.5316495895, output_fired_time: 4.1188097000, propagate_forward_time: 215.0783233643, propagate_backward_time: 314.4229431152, weight_update_time: 0.3974798918, other_time: 6.3773498535
epoch time: 45.3004493713s, input_fired_time: 0.6131086946, output_fired_time: 0.0000000000, propagate_forward_time: 43.5227355957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1646041870
validation[          , genome  9571] predictions:    9834/  10000 (98.34%), best:    9834/10000 (98.34%), error:       556.93860, best error:       556.93860 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 548.0942382812s, input_fired_time: 5.5488448143, output_fired_time: 4.1478323936, propagate_forward_time: 215.9802856445, propagate_backward_time: 316.0674133301, weight_update_time: 0.4053443372, other_time: 6.3498840332
epoch time: 44.6865158081s, input_fired_time: 0.6050854325, output_fired_time: 0.0000000000, propagate_forward_time: 42.9335784912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1478500366
validation[          , genome  9571] predictions:    9825/  10000 (98.25%), best:    9825/10000 (98.25%), error:       549.58606, best error:       549.58606 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 542.9705200195s, input_fired_time: 5.5147147179, output_fired_time: 4.1130294800, propagate_forward_time: 213.8780975342, propagate_backward_time: 313.0979309082, weight_update_time: 0.4081360102, other_time: 6.3667297363
epoch time: 44.9781646729s, input_fired_time: 0.6104184389, output_fired_time: 0.0000000000, propagate_forward_time: 43.2332572937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1344871521
validation[          , genome  9571] predictions:    9829/  10000 (98.29%), best:    9825/10000 (98.25%), error:       576.45868, best error:       549.58606 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 546.2349853516s, input_fired_time: 5.5394434929, output_fired_time: 4.1466364861, propagate_forward_time: 215.1521911621, propagate_backward_time: 315.0069885254, weight_update_time: 0.4195590019, other_time: 6.3897705078
epoch time: 45.0819625854s, input_fired_time: 0.6123041511, output_fired_time: 0.0000000000, propagate_forward_time: 43.3089218140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1607360840
validation[          , genome  9571] predictions:    9811/  10000 (98.11%), best:    9825/10000 (98.25%), error:       593.00983, best error:       549.58606 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 550.3511352539s, input_fired_time: 5.5660209656, output_fired_time: 4.1698927879, propagate_forward_time: 216.6585845947, propagate_backward_time: 317.5410461426, weight_update_time: 0.4325058758, other_time: 6.4155578613
epoch time: 43.9250106812s, input_fired_time: 0.5982586145, output_fired_time: 0.0000000000, propagate_forward_time: 42.1917190552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1350326538
validation[          , genome  9571] predictions:    9778/  10000 (97.78%), best:    9825/10000 (98.25%), error:       687.46783, best error:       549.58606 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 546.7016601562s, input_fired_time: 5.5367097855, output_fired_time: 4.1274995804, propagate_forward_time: 215.1344604492, propagate_backward_time: 315.5010070801, weight_update_time: 0.4409708977, other_time: 6.4020080566
epoch time: 45.2603225708s, input_fired_time: 0.6148012877, output_fired_time: 0.0000000000, propagate_forward_time: 43.4891281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1563949585
validation[          , genome  9571] predictions:    9819/  10000 (98.19%), best:    9825/10000 (98.25%), error:       563.89655, best error:       549.58606 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 546.9508666992s, input_fired_time: 5.5355625153, output_fired_time: 4.1430106163, propagate_forward_time: 215.0440521240, propagate_backward_time: 315.8273925781, weight_update_time: 0.4529900849, other_time: 6.4008178711
epoch time: 45.1457366943s, input_fired_time: 0.6132853627, output_fired_time: 0.0000000000, propagate_forward_time: 43.3764991760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1559524536
validation[          , genome  9571] predictions:    9789/  10000 (97.89%), best:    9825/10000 (98.25%), error:       664.87128, best error:       549.58606 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 547.0793457031s, input_fired_time: 5.5346598625, output_fired_time: 4.1406240463, propagate_forward_time: 215.0199584961, propagate_backward_time: 315.9763488770, weight_update_time: 0.4673683345, other_time: 6.4077453613
epoch time: 45.1767272949s, input_fired_time: 0.6116899848, output_fired_time: 0.0000000000, propagate_forward_time: 43.4054260254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1596107483
validation[          , genome  9571] predictions:    9795/  10000 (97.95%), best:    9825/10000 (98.25%), error:       640.98535, best error:       549.58606 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 546.8884277344s, input_fired_time: 5.5259990692, output_fired_time: 4.1170077324, propagate_forward_time: 214.8403472900, propagate_backward_time: 315.9945068359, weight_update_time: 0.4868850112, other_time: 6.4105834961
epoch time: 44.2640647888s, input_fired_time: 0.6110413671, output_fired_time: 0.0000000000, propagate_forward_time: 42.5031814575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1498413086
validation[          , genome  9571] predictions:    9784/  10000 (97.84%), best:    9825/10000 (98.25%), error:       680.79565, best error:       549.58606 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 549.0993041992s, input_fired_time: 5.5540490150, output_fired_time: 4.1469550133, propagate_forward_time: 215.6250305176, propagate_backward_time: 317.2911987305, weight_update_time: 0.5055754781, other_time: 6.4820251465
epoch time: 44.8937797546s, input_fired_time: 0.6208126545, output_fired_time: 0.0000000000, propagate_forward_time: 43.1256599426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1473083496
validation[          , genome  9571] predictions:    9821/  10000 (98.21%), best:    9825/10000 (98.25%), error:       589.43042, best error:       549.58606 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 549.7355957031s, input_fired_time: 5.5624442101, output_fired_time: 4.1545891762, propagate_forward_time: 216.2145843506, propagate_backward_time: 317.3065490723, weight_update_time: 0.5233796239, other_time: 6.4974060059
epoch time: 40.7706336975s, input_fired_time: 0.5790715218, output_fired_time: 0.0000000000, propagate_forward_time: 39.0931091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0984535217
validation[          , genome  9571] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       480.59912, best error:       480.59912 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 545.6684570312s, input_fired_time: 5.5259909630, output_fired_time: 4.1073284149, propagate_forward_time: 214.2464294434, propagate_backward_time: 315.3108215332, weight_update_time: 0.5357218385, other_time: 6.4779052734
epoch time: 44.4364967346s, input_fired_time: 0.6076970696, output_fired_time: 0.0000000000, propagate_forward_time: 42.6875877380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1412124634
validation[          , genome  9571] predictions:    9810/  10000 (98.10%), best:    9847/10000 (98.47%), error:       609.89313, best error:       480.59912 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 554.9541625977s, input_fired_time: 5.5980081558, output_fired_time: 4.1794838905, propagate_forward_time: 217.9172668457, propagate_backward_time: 320.6989440918, weight_update_time: 0.5560770035, other_time: 6.5604248047
epoch time: 45.5641250610s, input_fired_time: 0.6182653904, output_fired_time: 0.0000000000, propagate_forward_time: 43.7897682190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1560897827
validation[          , genome  9571] predictions:    9832/  10000 (98.32%), best:    9847/10000 (98.47%), error:       531.32092, best error:       480.59912 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 553.4682617188s, input_fired_time: 5.5910186768, output_fired_time: 4.1564750671, propagate_forward_time: 217.4935302734, propagate_backward_time: 319.6544799805, weight_update_time: 0.5611220002, other_time: 6.5727539062
epoch time: 45.3505744934s, input_fired_time: 0.6160991788, output_fired_time: 0.0000000000, propagate_forward_time: 43.5821037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1523704529
validation[          , genome  9571] predictions:    9819/  10000 (98.19%), best:    9847/10000 (98.47%), error:       617.74451, best error:       480.59912 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 554.9381103516s, input_fired_time: 5.6087565422, output_fired_time: 4.1902174950, propagate_forward_time: 217.8452911377, propagate_backward_time: 320.7116088867, weight_update_time: 0.5656670928, other_time: 6.5822143555
epoch time: 45.3711814880s, input_fired_time: 0.6146584153, output_fired_time: 0.0000000000, propagate_forward_time: 43.6051597595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1513633728
validation[          , genome  9571] predictions:    9820/  10000 (98.20%), best:    9847/10000 (98.47%), error:       624.13330, best error:       480.59912 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 555.0754394531s, input_fired_time: 5.6076927185, output_fired_time: 4.1791539192, propagate_forward_time: 217.9506683350, propagate_backward_time: 320.7469482422, weight_update_time: 0.5698638558, other_time: 6.5910034180
epoch time: 45.5755081177s, input_fired_time: 0.6212943792, output_fired_time: 0.0000000000, propagate_forward_time: 43.7912521362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1629600525
validation[          , genome  9571] predictions:    9810/  10000 (98.10%), best:    9847/10000 (98.47%), error:       597.06366, best error:       480.59912 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 555.0889282227s, input_fired_time: 5.6099672318, output_fired_time: 4.1714591980, propagate_forward_time: 217.9013824463, propagate_backward_time: 320.8418579102, weight_update_time: 0.5697362423, other_time: 6.5642700195
epoch time: 45.0701026917s, input_fired_time: 0.6128134727, output_fired_time: 0.0000000000, propagate_forward_time: 43.3113784790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1459121704
validation[          , genome  9571] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       455.35077, best error:       455.35077 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 553.6420898438s, input_fired_time: 5.6118454933, output_fired_time: 4.1936173439, propagate_forward_time: 217.2018280029, propagate_backward_time: 320.0575256348, weight_update_time: 0.5686894059, other_time: 6.5773010254
epoch time: 44.9088325500s, input_fired_time: 0.6131875515, output_fired_time: 0.0000000000, propagate_forward_time: 43.1353149414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1603317261
validation[          , genome  9571] predictions:    9823/  10000 (98.23%), best:    9851/10000 (98.51%), error:       568.07251, best error:       455.35077 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 555.2222290039s, input_fired_time: 5.6076703072, output_fired_time: 4.1787290573, propagate_forward_time: 217.8564605713, propagate_backward_time: 320.9941711426, weight_update_time: 0.5705270171, other_time: 6.5852355957
epoch time: 45.3720016479s, input_fired_time: 0.6185322404, output_fired_time: 0.0000000000, propagate_forward_time: 43.6031074524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503601074
validation[          , genome  9571] predictions:    9852/  10000 (98.52%), best:    9851/10000 (98.51%), error:       485.33810, best error:       455.35077 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 551.7427978516s, input_fired_time: 5.5866003036, output_fired_time: 4.1494617462, propagate_forward_time: 216.6692504883, propagate_backward_time: 318.7700500488, weight_update_time: 0.5648624301, other_time: 6.5674133301
epoch time: 45.3332328796s, input_fired_time: 0.6182932854, output_fired_time: 0.0000000000, propagate_forward_time: 43.5541839600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1607551575
validation[          , genome  9571] predictions:    9812/  10000 (98.12%), best:    9851/10000 (98.51%), error:       598.17743, best error:       455.35077 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 555.2850341797s, input_fired_time: 5.6139602661, output_fired_time: 4.1973214149, propagate_forward_time: 217.6751556396, propagate_backward_time: 321.2340393066, weight_update_time: 0.5690481663, other_time: 6.5645446777
epoch time: 45.4166297913s, input_fired_time: 0.6156558990, output_fired_time: 0.0000000000, propagate_forward_time: 43.6567993164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1441726685
validation[          , genome  9571] predictions:    9826/  10000 (98.26%), best:    9851/10000 (98.51%), error:       557.93951, best error:       455.35077 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 555.1052856445s, input_fired_time: 5.5966773033, output_fired_time: 4.1778407097, propagate_forward_time: 217.9272918701, propagate_backward_time: 320.8456420898, weight_update_time: 0.5688268542, other_time: 6.5578002930
epoch time: 45.0626335144s, input_fired_time: 0.6132878661, output_fired_time: 0.0000000000, propagate_forward_time: 43.2952728271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1540718079
validation[          , genome  9571] predictions:    9817/  10000 (98.17%), best:    9851/10000 (98.51%), error:       591.65155, best error:       455.35077 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 555.9633178711s, input_fired_time: 5.6170606613, output_fired_time: 4.1945738792, propagate_forward_time: 217.8814086914, propagate_backward_time: 321.7216491699, weight_update_time: 0.5705024600, other_time: 6.5486145020
epoch time: 45.4629173279s, input_fired_time: 0.6207834482, output_fired_time: 0.0000000000, propagate_forward_time: 43.6855583191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1565742493
validation[          , genome  9571] predictions:    9827/  10000 (98.27%), best:    9851/10000 (98.51%), error:       553.79175, best error:       455.35077 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 554.9576416016s, input_fired_time: 5.6183776855, output_fired_time: 4.1889472008, propagate_forward_time: 217.8144989014, propagate_backward_time: 320.7514648438, weight_update_time: 0.5687350631, other_time: 6.5842895508
epoch time: 45.3754997253s, input_fired_time: 0.6156254411, output_fired_time: 0.0000000000, propagate_forward_time: 43.6100006104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1498718262
validation[          , genome  9571] predictions:    9837/  10000 (98.37%), best:    9851/10000 (98.51%), error:       510.00995, best error:       455.35077 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 555.4147949219s, input_fired_time: 5.6402907372, output_fired_time: 4.1986293793, propagate_forward_time: 217.9436035156, propagate_backward_time: 321.0635070801, weight_update_time: 0.5705453753, other_time: 6.5687561035
epoch time: 45.3041687012s, input_fired_time: 0.6179764867, output_fired_time: 0.0000000000, propagate_forward_time: 43.5442810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1419105530
validation[          , genome  9571] predictions:    9850/  10000 (98.50%), best:    9851/10000 (98.51%), error:       511.10812, best error:       455.35077 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 554.8353271484s, input_fired_time: 5.6120796204, output_fired_time: 4.1776499748, propagate_forward_time: 217.6754150391, propagate_backward_time: 320.8191528320, weight_update_time: 0.5681116581, other_time: 6.5510253906
epoch time: 45.4636383057s, input_fired_time: 0.6214870811, output_fired_time: 0.0000000000, propagate_forward_time: 43.6790428162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1631088257
validation[          , genome  9571] predictions:    9859/  10000 (98.59%), best:    9851/10000 (98.51%), error:       477.52371, best error:       455.35077 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 554.8381958008s, input_fired_time: 5.6230683327, output_fired_time: 4.1807260513, propagate_forward_time: 217.7084045410, propagate_backward_time: 320.7213745117, weight_update_time: 0.5686252713, other_time: 6.6046447754
epoch time: 45.4020423889s, input_fired_time: 0.6222180724, output_fired_time: 0.0000000000, propagate_forward_time: 43.6196174622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1602058411
validation[          , genome  9571] predictions:    9853/  10000 (98.53%), best:    9851/10000 (98.51%), error:       477.10284, best error:       455.35077 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 554.7826538086s, input_fired_time: 5.6179661751, output_fired_time: 4.1709933281, propagate_forward_time: 217.5253753662, propagate_backward_time: 320.8911743164, weight_update_time: 0.5696153641, other_time: 6.5770874023
epoch time: 45.3120307922s, input_fired_time: 0.6189532876, output_fired_time: 0.0000000000, propagate_forward_time: 43.5399627686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1531143188
validation[          , genome  9571] predictions:    9833/  10000 (98.33%), best:    9851/10000 (98.51%), error:       549.57794, best error:       455.35077 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 546.5362548828s, input_fired_time: 5.5730199814, output_fired_time: 4.1533398628, propagate_forward_time: 214.4868316650, propagate_backward_time: 315.8052368164, weight_update_time: 0.5621100664, other_time: 6.5178833008
epoch time: 45.0562782288s, input_fired_time: 0.6162040234, output_fired_time: 0.0000000000, propagate_forward_time: 43.3033599854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1367149353
validation[          , genome  9571] predictions:    9826/  10000 (98.26%), best:    9851/10000 (98.51%), error:       553.90289, best error:       455.35077 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 552.0570678711s, input_fired_time: 5.5856628418, output_fired_time: 4.1371951103, propagate_forward_time: 216.9829406738, propagate_backward_time: 318.8349914551, weight_update_time: 0.5644269586, other_time: 6.5162963867
epoch time: 45.2810363770s, input_fired_time: 0.6221327782, output_fired_time: 0.0000000000, propagate_forward_time: 43.5031700134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1557350159
validation[          , genome  9571] predictions:    9852/  10000 (98.52%), best:    9851/10000 (98.51%), error:       486.43625, best error:       455.35077 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 553.4906616211s, input_fired_time: 5.6163153648, output_fired_time: 4.1714634895, propagate_forward_time: 217.1258544922, propagate_backward_time: 320.0022888184, weight_update_time: 0.5674519539, other_time: 6.5747375488
epoch time: 45.0492324829s, input_fired_time: 0.6225425601, output_fired_time: 0.0000000000, propagate_forward_time: 43.2629737854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1637153625
validation[          , genome  9571] predictions:    9819/  10000 (98.19%), best:    9851/10000 (98.51%), error:       526.55402, best error:       455.35077 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 552.1744384766s, input_fired_time: 5.5879492760, output_fired_time: 4.1489291191, propagate_forward_time: 216.3448791504, propagate_backward_time: 319.5486450195, weight_update_time: 0.5656391978, other_time: 6.5440368652
epoch time: 45.4237098694s, input_fired_time: 0.6215492487, output_fired_time: 0.0000000000, propagate_forward_time: 43.6478462219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1543159485
validation[          , genome  9571] predictions:    9848/  10000 (98.48%), best:    9851/10000 (98.51%), error:       506.03067, best error:       455.35077 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 555.3739013672s, input_fired_time: 5.6371254921, output_fired_time: 4.2091126442, propagate_forward_time: 217.6212463379, propagate_backward_time: 321.3578186035, weight_update_time: 0.5689649582, other_time: 6.5485839844
epoch time: 45.3318748474s, input_fired_time: 0.6246720552, output_fired_time: 0.0000000000, propagate_forward_time: 43.5371894836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1700134277
validation[          , genome  9571] predictions:    9834/  10000 (98.34%), best:    9851/10000 (98.51%), error:       554.81555, best error:       455.35077 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 554.8785400391s, input_fired_time: 5.6243410110, output_fired_time: 4.1697034836, propagate_forward_time: 217.9016265869, propagate_backward_time: 320.6351928711, weight_update_time: 0.5673712492, other_time: 6.5477294922
epoch time: 45.5489959717s, input_fired_time: 0.6247922182, output_fired_time: 0.0000000000, propagate_forward_time: 43.7571411133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1670608521
validation[          , genome  9571] predictions:    9853/  10000 (98.53%), best:    9851/10000 (98.51%), error:       475.03900, best error:       455.35077 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 554.8704833984s, input_fired_time: 5.6272735596, output_fired_time: 4.1631169319, propagate_forward_time: 217.9082489014, propagate_backward_time: 320.6174621582, weight_update_time: 0.5683114529, other_time: 6.5543518066
epoch time: 45.3418006897s, input_fired_time: 0.6245169044, output_fired_time: 0.0000000000, propagate_forward_time: 43.5664291382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1508560181
validation[          , genome  9571] predictions:    9860/  10000 (98.60%), best:    9851/10000 (98.51%), error:       474.03384, best error:       455.35077 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 554.6213378906s, input_fired_time: 5.6367869377, output_fired_time: 4.1725320816, propagate_forward_time: 217.5226745605, propagate_backward_time: 320.7222290039, weight_update_time: 0.5685037971, other_time: 6.5671081543
epoch time: 45.2804756165s, input_fired_time: 0.6224557161, output_fired_time: 0.0000000000, propagate_forward_time: 43.4985771179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1594429016
validation[          , genome  9571] predictions:    9842/  10000 (98.42%), best:    9851/10000 (98.51%), error:       513.18561, best error:       455.35077 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 555.9561157227s, input_fired_time: 5.6357564926, output_fired_time: 4.1873846054, propagate_forward_time: 218.1355895996, propagate_backward_time: 321.4024658203, weight_update_time: 0.5690638423, other_time: 6.5949401855
epoch time: 45.4099082947s, input_fired_time: 0.6201640964, output_fired_time: 0.0000000000, propagate_forward_time: 43.6417922974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479530334
validation[          , genome  9571] predictions:    9844/  10000 (98.44%), best:    9851/10000 (98.51%), error:       498.51605, best error:       455.35077 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 556.3647460938s, input_fired_time: 5.6420598030, output_fired_time: 4.1928191185, propagate_forward_time: 218.1837005615, propagate_backward_time: 321.7965393066, weight_update_time: 0.5694417357, other_time: 6.5495910645
epoch time: 45.4902458191s, input_fired_time: 0.6274331212, output_fired_time: 0.0000000000, propagate_forward_time: 43.6946983337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1681137085
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       412.55374, best error:       412.55374 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 555.9210205078s, input_fired_time: 5.6370034218, output_fired_time: 4.1824159622, propagate_forward_time: 217.9061126709, propagate_backward_time: 321.6663818359, weight_update_time: 0.5700858831, other_time: 6.5290527344
epoch time: 45.4301147461s, input_fired_time: 0.6249819398, output_fired_time: 0.0000000000, propagate_forward_time: 43.6587524414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1463813782
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9869/10000 (98.69%), error:       441.56479, best error:       412.55374 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 556.5371093750s, input_fired_time: 5.6497659683, output_fired_time: 4.1811871529, propagate_forward_time: 218.2926177979, propagate_backward_time: 321.8128356934, weight_update_time: 0.5699024796, other_time: 6.6006774902
epoch time: 45.4692611694s, input_fired_time: 0.6269732714, output_fired_time: 0.0000000000, propagate_forward_time: 43.6796226501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1626663208
validation[          , genome  9571] predictions:    9871/  10000 (98.71%), best:    9869/10000 (98.69%), error:       431.92169, best error:       412.55374 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 554.2276611328s, input_fired_time: 5.6267266273, output_fired_time: 4.1404552460, propagate_forward_time: 217.3572845459, propagate_backward_time: 320.5201721191, weight_update_time: 0.5686405897, other_time: 6.5830383301
epoch time: 45.5197944641s, input_fired_time: 0.6255978942, output_fired_time: 0.0000000000, propagate_forward_time: 43.7344627380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1597328186
validation[          , genome  9571] predictions:    9793/  10000 (97.93%), best:    9869/10000 (98.69%), error:       725.29749, best error:       412.55374 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 557.3405761719s, input_fired_time: 5.6531724930, output_fired_time: 4.1866993904, propagate_forward_time: 218.6869659424, propagate_backward_time: 322.2378845215, weight_update_time: 0.5718930364, other_time: 6.5758361816
epoch time: 45.4658355713s, input_fired_time: 0.6257560849, output_fired_time: 0.0000000000, propagate_forward_time: 43.6862945557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1537857056
validation[          , genome  9571] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       464.72510, best error:       412.55374 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 556.0671386719s, input_fired_time: 5.6399750710, output_fired_time: 4.1722307205, propagate_forward_time: 218.3063049316, propagate_backward_time: 321.4024353027, weight_update_time: 0.5680422187, other_time: 6.5462036133
epoch time: 45.6466178894s, input_fired_time: 0.6276648045, output_fired_time: 0.0000000000, propagate_forward_time: 43.8631668091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1557846069
validation[          , genome  9571] predictions:    9837/  10000 (98.37%), best:    9869/10000 (98.69%), error:       535.08661, best error:       412.55374 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 556.6052246094s, input_fired_time: 5.6672034264, output_fired_time: 4.1978955269, propagate_forward_time: 218.4083251953, propagate_backward_time: 321.7480163574, weight_update_time: 0.5695967674, other_time: 6.5838317871
epoch time: 45.5234680176s, input_fired_time: 0.6292728782, output_fired_time: 0.0000000000, propagate_forward_time: 43.7323265076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1618690491
validation[          , genome  9571] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       455.78275, best error:       412.55374 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 557.6730957031s, input_fired_time: 5.6778669357, output_fired_time: 4.2139201164, propagate_forward_time: 218.5432281494, propagate_backward_time: 322.6433410645, weight_update_time: 0.5733942389, other_time: 6.5947570801
epoch time: 45.3934822083s, input_fired_time: 0.6270581484, output_fired_time: 0.0000000000, propagate_forward_time: 43.6098480225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1565742493
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       436.96799, best error:       412.55374 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 553.5969848633s, input_fired_time: 5.6351099014, output_fired_time: 4.1413130760, propagate_forward_time: 217.0447692871, propagate_backward_time: 320.2039794922, weight_update_time: 0.5713689923, other_time: 6.5718078613
epoch time: 45.4721527100s, input_fired_time: 0.6258428097, output_fired_time: 0.0000000000, propagate_forward_time: 43.6969718933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1493377686
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       433.85034, best error:       412.55374 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 549.5496826172s, input_fired_time: 5.6100931168, output_fired_time: 4.1448826790, propagate_forward_time: 215.2231292725, propagate_backward_time: 318.0331726074, weight_update_time: 0.5637329221, other_time: 6.5383605957
epoch time: 45.2074584961s, input_fired_time: 0.6255146265, output_fired_time: 0.0000000000, propagate_forward_time: 43.4265289307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1554145813
validation[          , genome  9571] predictions:    9850/  10000 (98.50%), best:    9869/10000 (98.69%), error:       474.76294, best error:       412.55374 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 549.8199462891s, input_fired_time: 5.6122941971, output_fired_time: 4.1481385231, propagate_forward_time: 215.4209289551, propagate_backward_time: 318.0968627930, weight_update_time: 0.5648908615, other_time: 6.5417175293
epoch time: 45.6452102661s, input_fired_time: 0.6310322881, output_fired_time: 0.0000000000, propagate_forward_time: 43.8488502502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1653289795
validation[          , genome  9571] predictions:    9856/  10000 (98.56%), best:    9869/10000 (98.69%), error:       443.06461, best error:       412.55374 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 553.7711791992s, input_fired_time: 5.6281704903, output_fired_time: 4.1514863968, propagate_forward_time: 217.1235198975, propagate_backward_time: 320.3302001953, weight_update_time: 0.5669567585, other_time: 6.5377807617
epoch time: 45.4842910767s, input_fired_time: 0.6284822822, output_fired_time: 0.0000000000, propagate_forward_time: 43.6997108459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1560974121
validation[          , genome  9571] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       410.73328, best error:       410.73328 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 549.1324462891s, input_fired_time: 5.6223483086, output_fired_time: 4.1465110779, propagate_forward_time: 215.5345153809, propagate_backward_time: 317.3056640625, weight_update_time: 0.5639085174, other_time: 6.5234069824
epoch time: 45.2879447937s, input_fired_time: 0.6273938417, output_fired_time: 0.0000000000, propagate_forward_time: 43.4985809326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1619682312
validation[          , genome  9571] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       457.13211, best error:       410.73328 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 550.1677246094s, input_fired_time: 5.6169099808, output_fired_time: 4.1456637383, propagate_forward_time: 215.5149688721, propagate_backward_time: 318.3413696289, weight_update_time: 0.5641233921, other_time: 6.5488281250
epoch time: 43.7100868225s, input_fired_time: 0.6118431091, output_fired_time: 0.0000000000, propagate_forward_time: 41.9558868408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1423568726
validation[          , genome  9571] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       436.83609, best error:       410.73328 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 546.3834838867s, input_fired_time: 5.6051988602, output_fired_time: 4.1248512268, propagate_forward_time: 214.3380584717, propagate_backward_time: 315.7946472168, weight_update_time: 0.5623757243, other_time: 6.5206604004
epoch time: 45.5262298584s, input_fired_time: 0.6314479113, output_fired_time: 0.0000000000, propagate_forward_time: 43.7560043335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1387786865
validation[          , genome  9571] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       414.81119, best error:       410.73328 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 555.3172607422s, input_fired_time: 5.6686816216, output_fired_time: 4.1881499290, propagate_forward_time: 217.8771514893, propagate_backward_time: 321.0120849609, weight_update_time: 0.5692517757, other_time: 6.5711669922
epoch time: 45.4930305481s, input_fired_time: 0.6286320686, output_fired_time: 0.0000000000, propagate_forward_time: 43.7137184143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1506805420
validation[          , genome  9571] predictions:    9863/  10000 (98.63%), best:    9877/10000 (98.77%), error:       438.18436, best error:       410.73328 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 557.5454101562s, input_fired_time: 5.6738696098, output_fired_time: 4.1979742050, propagate_forward_time: 218.7981719971, propagate_backward_time: 322.3175964355, weight_update_time: 0.5704274178, other_time: 6.5577697754
epoch time: 44.9836235046s, input_fired_time: 0.6493303776, output_fired_time: 0.0000000000, propagate_forward_time: 43.1920509338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1422424316
validation[          , genome  9571] predictions:    9854/  10000 (98.54%), best:    9877/10000 (98.77%), error:       488.01788, best error:       410.73328 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 557.3478393555s, input_fired_time: 5.6769933701, output_fired_time: 4.2136287689, propagate_forward_time: 218.4679412842, propagate_backward_time: 322.4287414551, weight_update_time: 0.5695750117, other_time: 6.5605163574
epoch time: 45.4637031555s, input_fired_time: 0.6293953061, output_fired_time: 0.0000000000, propagate_forward_time: 43.6702575684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1640510559
validation[          , genome  9571] predictions:    9846/  10000 (98.46%), best:    9877/10000 (98.77%), error:       467.10184, best error:       410.73328 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 557.0498657227s, input_fired_time: 5.6657691002, output_fired_time: 4.1935710907, propagate_forward_time: 218.2981262207, propagate_backward_time: 322.3373718262, weight_update_time: 0.5696517229, other_time: 6.5550537109
epoch time: 45.5602645874s, input_fired_time: 0.6301117539, output_fired_time: 0.0000000000, propagate_forward_time: 43.7793045044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1508483887
validation[          , genome  9571] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       423.55914, best error:       410.73328 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 557.1604614258s, input_fired_time: 5.6657338142, output_fired_time: 4.1895685196, propagate_forward_time: 218.7199707031, propagate_backward_time: 322.0343017578, weight_update_time: 0.5689002275, other_time: 6.5509033203
epoch time: 45.4142990112s, input_fired_time: 0.6281993389, output_fired_time: 0.0000000000, propagate_forward_time: 43.6345672607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1515312195
validation[          , genome  9571] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       426.16312, best error:       410.73328 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 557.0150756836s, input_fired_time: 5.6814050674, output_fired_time: 4.2059760094, propagate_forward_time: 218.2989501953, propagate_backward_time: 322.2504577637, weight_update_time: 0.5709548593, other_time: 6.5782775879
epoch time: 45.4831733704s, input_fired_time: 0.6292975545, output_fired_time: 0.0000000000, propagate_forward_time: 43.6925659180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1613082886
validation[          , genome  9571] predictions:    9844/  10000 (98.44%), best:    9877/10000 (98.77%), error:       505.47195, best error:       410.73328 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 548.2440795898s, input_fired_time: 5.6366734505, output_fired_time: 4.1378011703, propagate_forward_time: 214.8975830078, propagate_backward_time: 317.0044555664, weight_update_time: 0.5658085346, other_time: 6.5675659180
epoch time: 45.3959045410s, input_fired_time: 0.6302065849, output_fired_time: 0.0000000000, propagate_forward_time: 43.6051712036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1605262756
validation[          , genome  9571] predictions:    9850/  10000 (98.50%), best:    9877/10000 (98.77%), error:       514.74377, best error:       410.73328 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 557.8116455078s, input_fired_time: 5.6915116310, output_fired_time: 4.2055168152, propagate_forward_time: 218.8329772949, propagate_backward_time: 322.4998168945, weight_update_time: 0.5700610280, other_time: 6.5818176270
epoch time: 45.4083671570s, input_fired_time: 0.6303726435, output_fired_time: 0.0000000000, propagate_forward_time: 43.6253166199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1526794434
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       447.97543, best error:       410.73328 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 558.8479003906s, input_fired_time: 5.7030725479, output_fired_time: 4.2096333504, propagate_forward_time: 218.9727478027, propagate_backward_time: 323.3764038086, weight_update_time: 0.5725949407, other_time: 6.5860290527
epoch time: 45.7505645752s, input_fired_time: 0.6357640624, output_fired_time: 0.0000000000, propagate_forward_time: 43.9534263611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1613731384
validation[          , genome  9571] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       444.16156, best error:       410.73328 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 560.6765136719s, input_fired_time: 5.7247719765, output_fired_time: 4.2334580421, propagate_forward_time: 219.6944427490, propagate_backward_time: 324.4253845215, weight_update_time: 0.5720502138, other_time: 6.5984191895
epoch time: 45.8552398682s, input_fired_time: 0.6349880695, output_fired_time: 0.0000000000, propagate_forward_time: 44.0648574829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1553955078
validation[          , genome  9571] predictions:    9875/  10000 (98.75%), best:    9877/10000 (98.77%), error:       429.00119, best error:       410.73328 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 562.3031005859s, input_fired_time: 5.7385253906, output_fired_time: 4.2474360466, propagate_forward_time: 220.2309722900, propagate_backward_time: 325.5211791992, weight_update_time: 0.5735650063, other_time: 6.5650024414
epoch time: 45.7013015747s, input_fired_time: 0.6346731186, output_fired_time: 0.0000000000, propagate_forward_time: 43.9104499817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1561775208
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       449.01144, best error:       410.73328 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 559.6868286133s, input_fired_time: 5.7023329735, output_fired_time: 4.2061624527, propagate_forward_time: 219.4688568115, propagate_backward_time: 323.7482910156, weight_update_time: 0.5726946592, other_time: 6.5611572266
epoch time: 45.8061256409s, input_fired_time: 0.6375385523, output_fired_time: 0.0000000000, propagate_forward_time: 44.0214118958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1471748352
validation[          , genome  9571] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       419.10480, best error:       410.73328 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 553.7139282227s, input_fired_time: 5.6578898430, output_fired_time: 4.1392049789, propagate_forward_time: 217.4289550781, propagate_backward_time: 319.9466552734, weight_update_time: 0.5679889321, other_time: 6.5411987305
epoch time: 45.6461410522s, input_fired_time: 0.6346167326, output_fired_time: 0.0000000000, propagate_forward_time: 43.8560905457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1554336548
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       427.67603, best error:       410.73328 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 548.2038574219s, input_fired_time: 5.6359510422, output_fired_time: 4.1262741089, propagate_forward_time: 215.0432434082, propagate_backward_time: 316.8960571289, weight_update_time: 0.5643622875, other_time: 6.5023498535
epoch time: 44.8408660889s, input_fired_time: 0.6270718575, output_fired_time: 0.0000000000, propagate_forward_time: 43.0701065063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1436882019
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       430.01199, best error:       410.73328 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 556.1820678711s, input_fired_time: 5.6926078796, output_fired_time: 4.1887559891, propagate_forward_time: 218.0180969238, propagate_backward_time: 321.7404785156, weight_update_time: 0.5704882145, other_time: 6.5420837402
epoch time: 45.4984054565s, input_fired_time: 0.6359452009, output_fired_time: 0.0000000000, propagate_forward_time: 43.7035713196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1588897705
validation[          , genome  9571] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       437.18527, best error:       410.73328 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 557.1876220703s, input_fired_time: 5.6894512177, output_fired_time: 4.1966719627, propagate_forward_time: 218.4227447510, propagate_backward_time: 322.3288574219, weight_update_time: 0.5706976056, other_time: 6.5499267578
epoch time: 45.4303245544s, input_fired_time: 0.6320571303, output_fired_time: 0.0000000000, propagate_forward_time: 43.6458816528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1523857117
validation[          , genome  9571] predictions:    9878/  10000 (98.78%), best:    9877/10000 (98.77%), error:       413.53018, best error:       410.73328 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 555.2912597656s, input_fired_time: 5.6748857498, output_fired_time: 4.1713681221, propagate_forward_time: 217.8699951172, propagate_backward_time: 321.0354614258, weight_update_time: 0.5686530471, other_time: 6.5395507812
epoch time: 44.6168823242s, input_fired_time: 0.6241049767, output_fired_time: 0.0000000000, propagate_forward_time: 42.8522071838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1405715942
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       437.47290, best error:       410.73328 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 556.6713867188s, input_fired_time: 5.6932601929, output_fired_time: 4.1936612129, propagate_forward_time: 218.3085937500, propagate_backward_time: 321.8703918457, weight_update_time: 0.5701380372, other_time: 6.6054992676
epoch time: 45.3839302063s, input_fired_time: 0.6303314567, output_fired_time: 0.0000000000, propagate_forward_time: 43.6062812805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1473159790
validation[          , genome  9571] predictions:    9879/  10000 (98.79%), best:    9877/10000 (98.77%), error:       422.18387, best error:       410.73328 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 555.7271728516s, input_fired_time: 5.6983580589, output_fired_time: 4.1853933334, propagate_forward_time: 218.0234069824, propagate_backward_time: 321.2334899902, weight_update_time: 0.5674416423, other_time: 6.5865478516
epoch time: 45.4743385315s, input_fired_time: 0.6341933012, output_fired_time: 0.0000000000, propagate_forward_time: 43.6792793274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1608657837
validation[          , genome  9571] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       412.24503, best error:       410.73328 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 557.2991943359s, input_fired_time: 5.7149310112, output_fired_time: 4.2053599358, propagate_forward_time: 218.5102081299, propagate_backward_time: 322.2816772461, weight_update_time: 0.5696609020, other_time: 6.5870361328
epoch time: 45.5316505432s, input_fired_time: 0.6334283352, output_fired_time: 0.0000000000, propagate_forward_time: 43.7454795837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1527442932
validation[          , genome  9571] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       423.91220, best error:       410.73328 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 554.1875610352s, input_fired_time: 5.6609740257, output_fired_time: 4.1637187004, propagate_forward_time: 217.4154510498, propagate_backward_time: 320.3923034668, weight_update_time: 0.5674560070, other_time: 6.5551452637
epoch time: 45.4492530823s, input_fired_time: 0.6329441071, output_fired_time: 0.0000000000, propagate_forward_time: 43.6693534851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1469535828
validation[          , genome  9571] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       388.39633, best error:       388.39633 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 556.5581665039s, input_fired_time: 5.6810159683, output_fired_time: 4.1733098030, propagate_forward_time: 218.3995666504, propagate_backward_time: 321.7471313477, weight_update_time: 0.5680812001, other_time: 6.5570983887
epoch time: 45.5325584412s, input_fired_time: 0.6340037584, output_fired_time: 0.0000000000, propagate_forward_time: 43.7351188660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1634368896
validation[          , genome  9571] predictions:    9872/  10000 (98.72%), best:    9884/10000 (98.84%), error:       438.20499, best error:       388.39633 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 554.3658447266s, input_fired_time: 5.6723780632, output_fired_time: 4.1748661995, propagate_forward_time: 217.1908569336, propagate_backward_time: 320.7476196289, weight_update_time: 0.5683005452, other_time: 6.5801391602
epoch time: 44.1028594971s, input_fired_time: 0.6223837733, output_fired_time: 0.0000000000, propagate_forward_time: 42.3344039917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1460723877
validation[          , genome  9571] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       418.41254, best error:       388.39633 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 548.4389038086s, input_fired_time: 5.6533718109, output_fired_time: 4.1391820908, propagate_forward_time: 214.9819946289, propagate_backward_time: 317.1353759766, weight_update_time: 0.5635656714, other_time: 6.5289916992
epoch time: 44.3837738037s, input_fired_time: 0.6234293580, output_fired_time: 0.0000000000, propagate_forward_time: 42.6217689514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1385765076
validation[          , genome  9571] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       396.25037, best error:       388.39633 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 548.4414672852s, input_fired_time: 5.6457657814, output_fired_time: 4.1406250000, propagate_forward_time: 214.8867645264, propagate_backward_time: 317.2416687012, weight_update_time: 0.5645618439, other_time: 6.5266418457
epoch time: 45.4243774414s, input_fired_time: 0.6343330145, output_fired_time: 0.0000000000, propagate_forward_time: 43.6363525391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1536903381
validation[          , genome  9571] predictions:    9878/  10000 (98.78%), best:    9884/10000 (98.84%), error:       405.89172, best error:       388.39633 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 554.8626708984s, input_fired_time: 5.6801829338, output_fired_time: 4.1766448021, propagate_forward_time: 217.6250610352, propagate_backward_time: 320.8214721680, weight_update_time: 0.5674740076, other_time: 6.5593261719
epoch time: 45.6132469177s, input_fired_time: 0.6371234655, output_fired_time: 0.0000000000, propagate_forward_time: 43.8221054077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1540184021
validation[          , genome  9571] predictions:    9876/  10000 (98.76%), best:    9884/10000 (98.84%), error:       416.78415, best error:       388.39633 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 555.6411132812s, input_fired_time: 5.6855387688, output_fired_time: 4.1710710526, propagate_forward_time: 217.8717346191, propagate_backward_time: 321.3455810547, weight_update_time: 0.5683444738, other_time: 6.5671691895
epoch time: 45.4536743164s, input_fired_time: 0.6340453625, output_fired_time: 0.0000000000, propagate_forward_time: 43.6802864075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1393432617
validation[          , genome  9571] predictions:    9867/  10000 (98.67%), best:    9884/10000 (98.84%), error:       443.19882, best error:       388.39633 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 557.4346313477s, input_fired_time: 5.7111988068, output_fired_time: 4.1970643997, propagate_forward_time: 218.5303802490, propagate_backward_time: 322.4051513672, weight_update_time: 0.5703760386, other_time: 6.5908203125
epoch time: 45.5429306030s, input_fired_time: 0.6350383162, output_fired_time: 0.0000000000, propagate_forward_time: 43.7744636536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1334304810
validation[          , genome  9571] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       402.41589, best error:       388.39633 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 557.8701171875s, input_fired_time: 5.7151532173, output_fired_time: 4.2039785385, propagate_forward_time: 218.7490844727, propagate_backward_time: 322.6224365234, weight_update_time: 0.5703281164, other_time: 6.5794677734
epoch time: 45.6079216003s, input_fired_time: 0.6379430294, output_fired_time: 0.0000000000, propagate_forward_time: 43.8196449280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503334045
validation[          , genome  9571] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       404.69052, best error:       388.39633 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 557.4143676758s, input_fired_time: 5.7098889351, output_fired_time: 4.2045049667, propagate_forward_time: 218.5691375732, propagate_backward_time: 322.3734436035, weight_update_time: 0.5710983276, other_time: 6.5573425293
epoch time: 45.5046005249s, input_fired_time: 0.6367399693, output_fired_time: 0.0000000000, propagate_forward_time: 43.7050361633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1628227234
validation[          , genome  9571] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       452.60544, best error:       388.39633 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 555.9141845703s, input_fired_time: 5.6830425262, output_fired_time: 4.1573600769, propagate_forward_time: 218.2683258057, propagate_backward_time: 321.2659606934, weight_update_time: 0.5674092770, other_time: 6.5395202637
epoch time: 45.3419609070s, input_fired_time: 0.6354031563, output_fired_time: 0.0000000000, propagate_forward_time: 43.5545120239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1520462036
validation[          , genome  9571] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       416.34140, best error:       388.39633 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 557.2572021484s, input_fired_time: 5.7178940773, output_fired_time: 4.1979026794, propagate_forward_time: 218.5413208008, propagate_backward_time: 322.1835021973, weight_update_time: 0.5688043833, other_time: 6.6166076660
epoch time: 45.5402450562s, input_fired_time: 0.6359884739, output_fired_time: 0.0000000000, propagate_forward_time: 43.7510490417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1532058716
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       434.84818, best error:       388.39633 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 553.1910400391s, input_fired_time: 5.6841359138, output_fired_time: 4.1669154167, propagate_forward_time: 216.9244384766, propagate_backward_time: 319.8451538086, weight_update_time: 0.5665506124, other_time: 6.5703735352
epoch time: 45.3390045166s, input_fired_time: 0.6371970773, output_fired_time: 0.0000000000, propagate_forward_time: 43.5497245789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1520843506
validation[          , genome  9571] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       407.58701, best error:       388.39633 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 554.9893188477s, input_fired_time: 5.7106623650, output_fired_time: 4.1991853714, propagate_forward_time: 217.5867004395, propagate_backward_time: 320.9125061035, weight_update_time: 0.5693215132, other_time: 6.5803222656
epoch time: 45.2016983032s, input_fired_time: 0.6357672811, output_fired_time: 0.0000000000, propagate_forward_time: 43.4063301086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1595993042
validation[          , genome  9571] predictions:    9872/  10000 (98.72%), best:    9884/10000 (98.84%), error:       406.65680, best error:       388.39633 on epoch:    87, 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: 225.8329467773s, input_fired_time: 3.1790494919, output_fired_time: 0.0000000000, propagate_forward_time: 216.8425750732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.8113250732
best training[          , genome  9571] predictions:   49996/  50000 (99.99%), best:    9884/10000 (98.84%), error:       196.89180, best error:       388.39633 on epoch:    87, 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: 45.2479248047s, input_fired_time: 0.6283589005, output_fired_time: 0.0000000000, propagate_forward_time: 43.4637222290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1558418274
   testing[          , genome  9571] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       373.70551, best error:       388.39633 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:45:34 (70507): called boinc_finish(0)

</stderr_txt>
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