Nameexact_genome_1512568488_42_5142_2
Workunit2596939
Created7 Dec 2017, 17:47:17 UTC
Sent7 Dec 2017, 17:52:05 UTC
Report deadline14 Dec 2017, 4:10:54 UTC
Received9 Dec 2017, 5:11:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 48 min 49 sec
CPU time3 hours 45 min
Validate stateValid
Credit1,607.43
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.04 MB
Peak swap size159.75 MB
Peak disk usage2.48 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_update_time: 0.0000000000, other_time: 0.5739822388
validation[          , genome  5142] predictions:    9641/  10000 (96.41%), best:    9696/10000 (96.96%), error:      1169.88391, best error:       995.95215 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.6827392578s, input_fired_time: 1.2121028900, output_fired_time: 1.2559704781, propagate_forward_time: 47.2647476196, propagate_backward_time: 70.8875732422, weight_update_time: 0.2053450942, other_time: 3.0623397827
epoch time: 10.0952901840s, input_fired_time: 0.1541766673, output_fired_time: 0.0000000000, propagate_forward_time: 9.4206666946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204467773
validation[          , genome  5142] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       980.09692, best error:       980.09692 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.3360671997s, input_fired_time: 1.1960612535, output_fired_time: 1.2370407581, propagate_forward_time: 46.4778289795, propagate_backward_time: 70.4054718018, weight_update_time: 0.2027247250, other_time: 3.0196685791
epoch time: 10.4795494080s, input_fired_time: 0.1567765474, output_fired_time: 0.0000000000, propagate_forward_time: 9.7701492310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526237488
validation[          , genome  5142] predictions:    9695/  10000 (96.95%), best:    9703/10000 (97.03%), error:      1005.73004, best error:       980.09692 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.9690628052s, input_fired_time: 1.2087544203, output_fired_time: 1.2548995018, propagate_forward_time: 46.5807991028, propagate_backward_time: 70.8292007446, weight_update_time: 0.2061304301, other_time: 3.0954055786
epoch time: 9.1784648895s, input_fired_time: 0.1465328187, output_fired_time: 0.0000000000, propagate_forward_time: 8.4782838821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536479950
validation[          , genome  5142] predictions:    9712/  10000 (97.12%), best:    9703/10000 (97.03%), error:      1016.08722, best error:       980.09692 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 123.8153228760s, input_fired_time: 1.2106239796, output_fired_time: 1.2589896917, propagate_forward_time: 47.1684188843, propagate_backward_time: 71.1395797729, weight_update_time: 0.2034783959, other_time: 3.0377120972
epoch time: 10.5154151917s, input_fired_time: 0.1614938080, output_fired_time: 0.0000000000, propagate_forward_time: 9.7829294205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709915161
validation[          , genome  5142] predictions:    9696/  10000 (96.96%), best:    9703/10000 (97.03%), error:      1052.07666, best error:       980.09692 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.6255950928s, input_fired_time: 1.2028601170, output_fired_time: 1.2363495827, propagate_forward_time: 46.0151786804, propagate_backward_time: 70.1463851929, weight_update_time: 0.2010456324, other_time: 3.0248184204
epoch time: 10.1755905151s, input_fired_time: 0.1544279158, output_fired_time: 0.0000000000, propagate_forward_time: 9.4754524231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457105637
validation[          , genome  5142] predictions:    9658/  10000 (96.58%), best:    9703/10000 (97.03%), error:      1125.05786, best error:       980.09692 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.4773330688s, input_fired_time: 1.2091531754, output_fired_time: 1.2563779354, propagate_forward_time: 47.0382385254, propagate_backward_time: 70.9741592407, weight_update_time: 0.2027450204, other_time: 2.9994049072
epoch time: 9.4188947678s, input_fired_time: 0.1457761526, output_fired_time: 0.0000000000, propagate_forward_time: 8.7578277588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152912140
validation[          , genome  5142] predictions:    9708/  10000 (97.08%), best:    9703/10000 (97.03%), error:      1006.21082, best error:       980.09692 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.0109710693s, input_fired_time: 1.2039579153, output_fired_time: 1.2323620319, propagate_forward_time: 46.2622566223, propagate_backward_time: 70.2862701416, weight_update_time: 0.2017562240, other_time: 3.0261230469
epoch time: 10.4499464035s, input_fired_time: 0.1573885083, output_fired_time: 0.0000000000, propagate_forward_time: 9.7453947067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471630096
validation[          , genome  5142] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1004.70886, best error:       980.09692 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.9397659302s, input_fired_time: 1.2097715139, output_fired_time: 1.2473126650, propagate_forward_time: 46.7631568909, propagate_backward_time: 70.6594924927, weight_update_time: 0.2055104524, other_time: 3.0600357056
epoch time: 9.9516553879s, input_fired_time: 0.1510643512, output_fired_time: 0.0000000000, propagate_forward_time: 9.2633380890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372533798
validation[          , genome  5142] predictions:    9699/  10000 (96.99%), best:    9703/10000 (97.03%), error:      1010.84644, best error:       980.09692 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.5193939209s, input_fired_time: 1.2123780251, output_fired_time: 1.2325527668, propagate_forward_time: 46.3553733826, propagate_backward_time: 69.7142028809, weight_update_time: 0.2029037774, other_time: 3.0048828125
epoch time: 10.2110357285s, input_fired_time: 0.1542828679, output_fired_time: 0.0000000000, propagate_forward_time: 9.5141782761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425748825
validation[          , genome  5142] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       933.45392, best error:       933.45392 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.5687561035s, input_fired_time: 1.2122925520, output_fired_time: 1.2515039444, propagate_forward_time: 47.1054611206, propagate_backward_time: 70.9773864746, weight_update_time: 0.2048873156, other_time: 3.0221099854
epoch time: 9.3722858429s, input_fired_time: 0.1464679986, output_fired_time: 0.0000000000, propagate_forward_time: 8.6716289520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541887283
validation[          , genome  5142] predictions:    9512/  10000 (95.12%), best:    9744/10000 (97.44%), error:      1617.10620, best error:       933.45392 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 123.7818069458s, input_fired_time: 1.2229970694, output_fired_time: 1.2654829025, propagate_forward_time: 47.2232666016, propagate_backward_time: 71.0186538696, weight_update_time: 0.2064647526, other_time: 3.0514068604
epoch time: 10.0513086319s, input_fired_time: 0.1530581117, output_fired_time: 0.0000000000, propagate_forward_time: 9.3554487228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428018570
validation[          , genome  5142] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:      1056.30530, best error:       933.45392 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.0616073608s, input_fired_time: 1.2061588764, output_fired_time: 1.2394616604, propagate_forward_time: 46.3075256348, propagate_backward_time: 70.2652893066, weight_update_time: 0.2031892687, other_time: 3.0431671143
epoch time: 9.5747537613s, input_fired_time: 0.1549947262, output_fired_time: 0.0000000000, propagate_forward_time: 8.8431053162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766534805
validation[          , genome  5142] predictions:    9663/  10000 (96.63%), best:    9744/10000 (97.44%), error:      1183.21301, best error:       933.45392 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.3629989624s, input_fired_time: 1.2123868465, output_fired_time: 1.2532513142, propagate_forward_time: 46.9565849304, propagate_backward_time: 70.9252090454, weight_update_time: 0.2028493136, other_time: 3.0155715942
epoch time: 9.8730211258s, input_fired_time: 0.1494781226, output_fired_time: 0.0000000000, propagate_forward_time: 9.1979875565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255556107
validation[          , genome  5142] predictions:    9637/  10000 (96.37%), best:    9744/10000 (97.44%), error:      1169.29297, best error:       933.45392 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.7322463989s, input_fired_time: 1.2106353045, output_fired_time: 1.2411426306, propagate_forward_time: 46.7988128662, propagate_backward_time: 70.4496459961, weight_update_time: 0.2042034864, other_time: 3.0320129395
epoch time: 10.1185178757s, input_fired_time: 0.1507336646, output_fired_time: 0.0000000000, propagate_forward_time: 9.4443912506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233926773
validation[          , genome  5142] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       980.82343, best error:       933.45392 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.8325500488s, input_fired_time: 1.2213407755, output_fired_time: 1.2494088411, propagate_forward_time: 47.2343826294, propagate_backward_time: 71.1201705933, weight_update_time: 0.2027685344, other_time: 3.0072402954
epoch time: 9.5270614624s, input_fired_time: 0.1527104527, output_fired_time: 0.0000000000, propagate_forward_time: 8.7941560745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801944733
validation[          , genome  5142] predictions:    9644/  10000 (96.44%), best:    9744/10000 (97.44%), error:      1264.25806, best error:       933.45392 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.6720581055s, input_fired_time: 1.2260767221, output_fired_time: 1.2451922894, propagate_forward_time: 47.0848197937, propagate_backward_time: 71.0511398315, weight_update_time: 0.2055442184, other_time: 3.0648269653
epoch time: 9.9610204697s, input_fired_time: 0.1496070772, output_fired_time: 0.0000000000, propagate_forward_time: 9.2936391830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177745819
validation[          , genome  5142] predictions:    9577/  10000 (95.77%), best:    9744/10000 (97.44%), error:      1453.49854, best error:       933.45392 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.5691833496s, input_fired_time: 1.2414851189, output_fired_time: 1.2724636793, propagate_forward_time: 48.0182456970, propagate_backward_time: 71.9883270264, weight_update_time: 0.2044493556, other_time: 3.0486602783
epoch time: 10.1752386093s, input_fired_time: 0.1527390480, output_fired_time: 0.0000000000, propagate_forward_time: 9.4822511673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402479172
validation[          , genome  5142] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       914.74744, best error:       914.74744 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.9956588745s, input_fired_time: 1.2103961706, output_fired_time: 1.2470525503, propagate_forward_time: 46.8710556030, propagate_backward_time: 70.6616744995, weight_update_time: 0.2037570626, other_time: 3.0054779053
epoch time: 10.1786041260s, input_fired_time: 0.1533794999, output_fired_time: 0.0000000000, propagate_forward_time: 9.5011119843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241127014
validation[          , genome  5142] predictions:    9583/  10000 (95.83%), best:    9720/10000 (97.20%), error:      1311.68896, best error:       914.74744 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 123.8908462524s, input_fired_time: 1.2147284746, output_fired_time: 1.2538807392, propagate_forward_time: 47.2853431702, propagate_backward_time: 71.1432266235, weight_update_time: 0.2026055157, other_time: 2.9936599731
epoch time: 10.2239360809s, input_fired_time: 0.1533844173, output_fired_time: 0.0000000000, propagate_forward_time: 9.5206604004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498914719
validation[          , genome  5142] predictions:    9673/  10000 (96.73%), best:    9720/10000 (97.20%), error:      1053.46484, best error:       914.74744 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 123.9213485718s, input_fired_time: 1.2148964405, output_fired_time: 1.2458671331, propagate_forward_time: 47.2696456909, propagate_backward_time: 71.1717987061, weight_update_time: 0.2064552456, other_time: 3.0191421509
epoch time: 10.1059532166s, input_fired_time: 0.1495625228, output_fired_time: 0.0000000000, propagate_forward_time: 9.4435453415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128450394
validation[          , genome  5142] predictions:    9653/  10000 (96.53%), best:    9720/10000 (97.20%), error:      1191.36292, best error:       914.74744 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.1058425903s, input_fired_time: 1.2305999994, output_fired_time: 1.2532632351, propagate_forward_time: 46.7016944885, propagate_backward_time: 70.8250350952, weight_update_time: 0.2047230750, other_time: 3.0952529907
epoch time: 9.9853992462s, input_fired_time: 0.1531371623, output_fired_time: 0.0000000000, propagate_forward_time: 9.2907218933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415401459
validation[          , genome  5142] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:       988.01544, best error:       914.74744 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 124.1138839722s, input_fired_time: 1.2183847427, output_fired_time: 1.2629538774, propagate_forward_time: 47.3429107666, propagate_backward_time: 71.2815475464, weight_update_time: 0.2026199996, other_time: 3.0080871582
epoch time: 10.1486034393s, input_fired_time: 0.1534558237, output_fired_time: 0.0000000000, propagate_forward_time: 9.4577188492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374288559
validation[          , genome  5142] predictions:    9690/  10000 (96.90%), best:    9720/10000 (97.20%), error:       982.90869, best error:       914.74744 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 122.5749282837s, input_fired_time: 1.2210524082, output_fired_time: 1.2524572611, propagate_forward_time: 46.5859870911, propagate_backward_time: 70.4283981323, weight_update_time: 0.2038692087, other_time: 3.0870285034
epoch time: 10.0730838776s, input_fired_time: 0.1548890024, output_fired_time: 0.0000000000, propagate_forward_time: 9.3636083603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545864105
validation[          , genome  5142] predictions:    9714/  10000 (97.14%), best:    9720/10000 (97.20%), error:       962.54443, best error:       914.74744 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.8901290894s, input_fired_time: 1.2257236242, output_fired_time: 1.2560625076, propagate_forward_time: 47.1531944275, propagate_backward_time: 71.2147445679, weight_update_time: 0.2047842145, other_time: 3.0403976440
epoch time: 9.8761816025s, input_fired_time: 0.1496352404, output_fired_time: 0.0000000000, propagate_forward_time: 9.1982564926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282897949
validation[          , genome  5142] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:       977.04089, best error:       914.74744 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.3587875366s, input_fired_time: 1.2330831289, output_fired_time: 1.2559406757, propagate_forward_time: 47.4458084106, propagate_backward_time: 71.3454132080, weight_update_time: 0.2084026635, other_time: 3.0785369873
epoch time: 9.7234735489s, input_fired_time: 0.1505483985, output_fired_time: 0.0000000000, propagate_forward_time: 9.0343084335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386171341
validation[          , genome  5142] predictions:    9676/  10000 (96.76%), best:    9720/10000 (97.20%), error:      1070.96960, best error:       914.74744 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.8747787476s, input_fired_time: 1.2115423679, output_fired_time: 1.2276847363, propagate_forward_time: 45.9053955078, propagate_backward_time: 69.4978027344, weight_update_time: 0.2006544471, other_time: 3.0323562622
epoch time: 10.1989240646s, input_fired_time: 0.1522471309, output_fired_time: 0.0000000000, propagate_forward_time: 9.5113058090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353708267
validation[          , genome  5142] predictions:    9678/  10000 (96.78%), best:    9720/10000 (97.20%), error:      1117.17688, best error:       914.74744 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.5520324707s, input_fired_time: 1.2216037512, output_fired_time: 1.2485476732, propagate_forward_time: 46.3497962952, propagate_backward_time: 70.6149215698, weight_update_time: 0.2063328624, other_time: 3.1171646118
epoch time: 9.9837236404s, input_fired_time: 0.1530255675, output_fired_time: 0.0000000000, propagate_forward_time: 9.2879428864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427551270
validation[          , genome  5142] predictions:    9681/  10000 (96.81%), best:    9720/10000 (97.20%), error:      1033.42920, best error:       914.74744 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.8422393799s, input_fired_time: 1.1986738443, output_fired_time: 1.2228384018, propagate_forward_time: 46.0426177979, propagate_backward_time: 69.4326553345, weight_update_time: 0.2003689259, other_time: 2.9454498291
epoch time: 8.9100570679s, input_fired_time: 0.1457936764, output_fired_time: 0.0000000000, propagate_forward_time: 8.1672153473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970478058
validation[          , genome  5142] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       863.83765, best error:       863.83765 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 122.8070068359s, input_fired_time: 1.2277101278, output_fired_time: 1.2500071526, propagate_forward_time: 46.4877357483, propagate_backward_time: 70.7370681763, weight_update_time: 0.2065019459, other_time: 3.1044845581
epoch time: 9.4151678085s, input_fired_time: 0.1459409148, output_fired_time: 0.0000000000, propagate_forward_time: 8.7600250244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092020035
validation[          , genome  5142] predictions:    9680/  10000 (96.80%), best:    9722/10000 (97.22%), error:      1146.09302, best error:       863.83765 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.3566360474s, input_fired_time: 1.2048681974, output_fired_time: 1.2422592640, propagate_forward_time: 46.4299774170, propagate_backward_time: 70.4793319702, weight_update_time: 0.2014772445, other_time: 3.0002059937
epoch time: 9.6151752472s, input_fired_time: 0.1523846090, output_fired_time: 0.0000000000, propagate_forward_time: 8.9180450439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447454453
validation[          , genome  5142] predictions:    9703/  10000 (97.03%), best:    9722/10000 (97.22%), error:       993.33185, best error:       863.83765 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.8345947266s, input_fired_time: 1.2128303051, output_fired_time: 1.2416161299, propagate_forward_time: 46.8234176636, propagate_backward_time: 70.5769271851, weight_update_time: 0.2007577419, other_time: 2.9798049927
epoch time: 10.2162399292s, input_fired_time: 0.1546319276, output_fired_time: 0.0000000000, propagate_forward_time: 9.5223598480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392484665
validation[          , genome  5142] predictions:    9670/  10000 (96.70%), best:    9722/10000 (97.22%), error:      1056.75146, best error:       863.83765 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.8998260498s, input_fired_time: 1.2264707088, output_fired_time: 1.2474972010, propagate_forward_time: 46.7681350708, propagate_backward_time: 70.5683593750, weight_update_time: 0.2076354623, other_time: 3.0893630981
epoch time: 10.1782302856s, input_fired_time: 0.1522805840, output_fired_time: 0.0000000000, propagate_forward_time: 9.5037202835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222291946
validation[          , genome  5142] predictions:    9737/  10000 (97.37%), best:    9722/10000 (97.22%), error:       879.56537, best error:       863.83765 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.8509750366s, input_fired_time: 1.2354439497, output_fired_time: 1.2529247999, propagate_forward_time: 47.2839164734, propagate_backward_time: 71.0053787231, weight_update_time: 0.2034211159, other_time: 3.0733108521
epoch time: 10.3596239090s, input_fired_time: 0.1575647146, output_fired_time: 0.0000000000, propagate_forward_time: 9.6548728943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471858978
validation[          , genome  5142] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:       956.42743, best error:       863.83765 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 122.8226928711s, input_fired_time: 1.2177991867, output_fired_time: 1.2511254549, propagate_forward_time: 46.5988502502, propagate_backward_time: 70.6923980713, weight_update_time: 0.2012931108, other_time: 3.0625152588
epoch time: 10.2064371109s, input_fired_time: 0.1536821276, output_fired_time: 0.0000000000, propagate_forward_time: 9.5265216827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262336731
validation[          , genome  5142] predictions:    9624/  10000 (96.24%), best:    9722/10000 (97.22%), error:      1383.53113, best error:       863.83765 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.2907714844s, input_fired_time: 1.2187111378, output_fired_time: 1.2573610544, propagate_forward_time: 46.8712196350, propagate_backward_time: 70.8964538574, weight_update_time: 0.2046309561, other_time: 3.0470275879
epoch time: 10.2039537430s, input_fired_time: 0.1520017236, output_fired_time: 0.0000000000, propagate_forward_time: 9.5081930161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437593460
validation[          , genome  5142] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       957.28772, best error:       863.83765 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 123.4412536621s, input_fired_time: 1.2098016739, output_fired_time: 1.2461078167, propagate_forward_time: 47.0793304443, propagate_backward_time: 70.9395599365, weight_update_time: 0.2004591078, other_time: 2.9664535522
epoch time: 9.9177837372s, input_fired_time: 0.1501649767, output_fired_time: 0.0000000000, propagate_forward_time: 9.2326278687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349912643
validation[          , genome  5142] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1000.46301, best error:       863.83765 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 124.4816131592s, input_fired_time: 1.2254422903, output_fired_time: 1.2540471554, propagate_forward_time: 47.4096717834, propagate_backward_time: 71.5182723999, weight_update_time: 0.2075739056, other_time: 3.0741806030
epoch time: 9.4849472046s, input_fired_time: 0.1478316039, output_fired_time: 0.0000000000, propagate_forward_time: 8.7901659012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469493866
validation[          , genome  5142] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       968.53204, best error:       863.83765 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 123.0100784302s, input_fired_time: 1.2241160870, output_fired_time: 1.2479811907, propagate_forward_time: 46.7984352112, propagate_backward_time: 70.6893310547, weight_update_time: 0.2060254067, other_time: 3.0502166748
epoch time: 10.2754526138s, input_fired_time: 0.1605591476, output_fired_time: 0.0000000000, propagate_forward_time: 9.5493831635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655107498
validation[          , genome  5142] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:       976.72894, best error:       863.83765 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.9516448975s, input_fired_time: 1.2296816111, output_fired_time: 1.2351359129, propagate_forward_time: 46.2279090881, propagate_backward_time: 70.1733703613, weight_update_time: 0.2045076042, other_time: 3.0855407715
epoch time: 10.1491918564s, input_fired_time: 0.1523525268, output_fired_time: 0.0000000000, propagate_forward_time: 9.4817171097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151224136
validation[          , genome  5142] predictions:    9723/  10000 (97.23%), best:    9722/10000 (97.22%), error:       898.22815, best error:       863.83765 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.8258743286s, input_fired_time: 1.2266381979, output_fired_time: 1.2556502819, propagate_forward_time: 47.1614990234, propagate_backward_time: 71.1584548950, weight_update_time: 0.2027358711, other_time: 3.0236282349
epoch time: 9.9666423798s, input_fired_time: 0.1518940926, output_fired_time: 0.0000000000, propagate_forward_time: 9.2705259323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442228317
validation[          , genome  5142] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:       968.24292, best error:       863.83765 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 124.3383102417s, input_fired_time: 1.2293158770, output_fired_time: 1.2564963102, propagate_forward_time: 47.3318710327, propagate_backward_time: 71.4736175537, weight_update_time: 0.2054207325, other_time: 3.0470123291
epoch time: 10.0628480911s, input_fired_time: 0.1549841017, output_fired_time: 0.0000000000, propagate_forward_time: 9.3591747284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486888885
validation[          , genome  5142] predictions:    9750/  10000 (97.50%), best:    9722/10000 (97.22%), error:       874.95233, best error:       863.83765 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.3769607544s, input_fired_time: 1.2215681076, output_fired_time: 1.2515133619, propagate_forward_time: 46.8691291809, propagate_backward_time: 70.9877243042, weight_update_time: 0.2038063258, other_time: 3.0470352173
epoch time: 10.1154670715s, input_fired_time: 0.1526975036, output_fired_time: 0.0000000000, propagate_forward_time: 9.4231739044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395956039
validation[          , genome  5142] predictions:    9726/  10000 (97.26%), best:    9722/10000 (97.22%), error:       929.98181, best error:       863.83765 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.9897232056s, input_fired_time: 1.2222837210, output_fired_time: 1.2571833134, propagate_forward_time: 47.3876037598, propagate_backward_time: 71.1038360596, weight_update_time: 0.2047492266, other_time: 3.0188140869
epoch time: 10.3135404587s, input_fired_time: 0.1565863788, output_fired_time: 0.0000000000, propagate_forward_time: 9.6153688431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415849686
validation[          , genome  5142] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       933.32599, best error:       863.83765 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.5555343628s, input_fired_time: 1.2242344618, output_fired_time: 1.2451440096, propagate_forward_time: 46.3123931885, propagate_backward_time: 70.7140197754, weight_update_time: 0.2028167993, other_time: 3.0597381592
epoch time: 10.2809982300s, input_fired_time: 0.1547903419, output_fired_time: 0.0000000000, propagate_forward_time: 9.5853347778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408735275
validation[          , genome  5142] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       840.79291, best error:       840.79291 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.9932785034s, input_fired_time: 1.2212088108, output_fired_time: 1.2533807755, propagate_forward_time: 46.7556037903, propagate_backward_time: 70.7182006836, weight_update_time: 0.2031890601, other_time: 3.0448913574
epoch time: 10.4883375168s, input_fired_time: 0.1588568538, output_fired_time: 0.0000000000, propagate_forward_time: 9.7749633789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545177460
validation[          , genome  5142] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       897.33228, best error:       840.79291 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 125.6498184204s, input_fired_time: 1.2468980551, output_fired_time: 1.2747551203, propagate_forward_time: 47.8357543945, propagate_backward_time: 72.1994018555, weight_update_time: 0.2058313042, other_time: 3.0930099487
epoch time: 10.1450433731s, input_fired_time: 0.1540150493, output_fired_time: 0.0000000000, propagate_forward_time: 9.4535112381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375175476
validation[          , genome  5142] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       910.31439, best error:       840.79291 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.2353744507s, input_fired_time: 1.2139426470, output_fired_time: 1.2299327850, propagate_forward_time: 45.8501319885, propagate_backward_time: 69.8792648315, weight_update_time: 0.2005994171, other_time: 3.0620956421
epoch time: 10.1098394394s, input_fired_time: 0.1515990347, output_fired_time: 0.0000000000, propagate_forward_time: 9.4308195114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274209976
validation[          , genome  5142] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       926.92822, best error:       840.79291 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.4553833008s, input_fired_time: 1.2197319269, output_fired_time: 1.2502423525, propagate_forward_time: 46.3993644714, propagate_backward_time: 70.5192413330, weight_update_time: 0.2063030005, other_time: 3.0668029785
epoch time: 10.0382175446s, input_fired_time: 0.1537454426, output_fired_time: 0.0000000000, propagate_forward_time: 9.3567638397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277080536
validation[          , genome  5142] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       914.78119, best error:       840.79291 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.4228439331s, input_fired_time: 1.2293281555, output_fired_time: 1.2514899969, propagate_forward_time: 47.0216865540, propagate_backward_time: 70.8557434082, weight_update_time: 0.2048972696, other_time: 3.0645904541
epoch time: 10.1951789856s, input_fired_time: 0.1529925019, output_fired_time: 0.0000000000, propagate_forward_time: 9.5270147324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151720047
validation[          , genome  5142] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:       970.79602, best error:       840.79291 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.0293884277s, input_fired_time: 1.2233529091, output_fired_time: 1.2494692802, propagate_forward_time: 46.7480201721, propagate_backward_time: 70.7751922607, weight_update_time: 0.2009274960, other_time: 3.0333557129
epoch time: 10.2365846634s, input_fired_time: 0.1551867127, output_fired_time: 0.0000000000, propagate_forward_time: 9.5402336121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411643982
validation[          , genome  5142] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1020.93628, best error:       840.79291 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.1595535278s, input_fired_time: 1.2342348099, output_fired_time: 1.2475736141, propagate_forward_time: 46.9178581238, propagate_backward_time: 70.7759323120, weight_update_time: 0.2036222667, other_time: 2.9839553833
epoch time: 10.1659526825s, input_fired_time: 0.1523650438, output_fired_time: 0.0000000000, propagate_forward_time: 9.4885425568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250453949
validation[          , genome  5142] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       961.01019, best error:       840.79291 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.0029373169s, input_fired_time: 1.2307075262, output_fired_time: 1.2462273836, propagate_forward_time: 46.6979179382, propagate_backward_time: 70.7372055054, weight_update_time: 0.2029559612, other_time: 3.0908737183
epoch time: 10.1182126999s, input_fired_time: 0.1533143520, output_fired_time: 0.0000000000, propagate_forward_time: 9.4514055252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134925842
validation[          , genome  5142] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:       998.48816, best error:       840.79291 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.6630706787s, input_fired_time: 1.2193852663, output_fired_time: 1.2494499683, propagate_forward_time: 46.9910469055, propagate_backward_time: 71.1783218384, weight_update_time: 0.2026878148, other_time: 3.0248641968
epoch time: 9.8313264847s, input_fired_time: 0.1549648941, output_fired_time: 0.0000000000, propagate_forward_time: 9.1356334686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407285690
validation[          , genome  5142] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       999.45178, best error:       840.79291 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 124.3607330322s, input_fired_time: 1.2228058577, output_fired_time: 1.2630158663, propagate_forward_time: 47.3545074463, propagate_backward_time: 71.5181121826, weight_update_time: 0.2042935491, other_time: 3.0022888184
epoch time: 10.1372575760s, input_fired_time: 0.1577454954, output_fired_time: 0.0000000000, propagate_forward_time: 9.4362611771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432510376
validation[          , genome  5142] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:      1076.79810, best error:       840.79291 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.2664871216s, input_fired_time: 1.2234481573, output_fired_time: 1.2437645197, propagate_forward_time: 46.9131965637, propagate_backward_time: 70.8927459717, weight_update_time: 0.1999210417, other_time: 2.9933319092
epoch time: 10.1996593475s, input_fired_time: 0.1582498699, output_fired_time: 0.0000000000, propagate_forward_time: 9.5013971329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400123596
validation[          , genome  5142] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       943.73932, best error:       840.79291 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.0510940552s, input_fired_time: 1.2147656679, output_fired_time: 1.2456127405, propagate_forward_time: 46.1263542175, propagate_backward_time: 70.4222030640, weight_update_time: 0.1997253001, other_time: 3.0421524048
epoch time: 9.9264802933s, input_fired_time: 0.1520333439, output_fired_time: 0.0000000000, propagate_forward_time: 9.2432985306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311479568
validation[          , genome  5142] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       958.39539, best error:       840.79291 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 123.4838027954s, input_fired_time: 1.2129049301, output_fired_time: 1.2600311041, propagate_forward_time: 46.9931755066, propagate_backward_time: 71.0527877808, weight_update_time: 0.2003134638, other_time: 2.9648971558
epoch time: 10.3015184402s, input_fired_time: 0.1635277718, output_fired_time: 0.0000000000, propagate_forward_time: 9.5876197815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503711700
validation[          , genome  5142] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       898.97742, best error:       840.79291 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.0171127319s, input_fired_time: 1.2219289541, output_fired_time: 1.2574636936, propagate_forward_time: 47.2775688171, propagate_backward_time: 71.2805633545, weight_update_time: 0.2005060017, other_time: 2.9795837402
epoch time: 10.1346921921s, input_fired_time: 0.1574487090, output_fired_time: 0.0000000000, propagate_forward_time: 9.4345712662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426721573
validation[          , genome  5142] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       960.20129, best error:       840.79291 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 124.5549926758s, input_fired_time: 1.2267366648, output_fired_time: 1.2604720592, propagate_forward_time: 47.4653129578, propagate_backward_time: 71.6026306152, weight_update_time: 0.2029664218, other_time: 2.9998321533
epoch time: 10.3173446655s, input_fired_time: 0.1583006829, output_fired_time: 0.0000000000, propagate_forward_time: 9.6154098511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436344147
validation[          , genome  5142] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       912.21942, best error:       840.79291 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.8808822632s, input_fired_time: 1.2140235901, output_fired_time: 1.2539508343, propagate_forward_time: 46.5461540222, propagate_backward_time: 70.8010635376, weight_update_time: 0.2021892369, other_time: 3.0656814575
epoch time: 10.2323827744s, input_fired_time: 0.1552157104, output_fired_time: 0.0000000000, propagate_forward_time: 9.5615224838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156450272
validation[          , genome  5142] predictions:    9636/  10000 (96.36%), best:    9750/10000 (97.50%), error:      1155.93628, best error:       840.79291 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 124.0939483643s, input_fired_time: 1.2250405550, output_fired_time: 1.2572975159, propagate_forward_time: 47.2418479919, propagate_backward_time: 71.3554992676, weight_update_time: 0.2028056085, other_time: 3.0142517090
epoch time: 10.1056003571s, input_fired_time: 0.1520610452, output_fired_time: 0.0000000000, propagate_forward_time: 9.4339799881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195589066
validation[          , genome  5142] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       873.83521, best error:       840.79291 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.7210845947s, input_fired_time: 1.2210565805, output_fired_time: 1.2495968342, propagate_forward_time: 47.0893020630, propagate_backward_time: 71.1406402588, weight_update_time: 0.2020619363, other_time: 3.0204925537
epoch time: 9.9323654175s, input_fired_time: 0.1496740878, output_fired_time: 0.0000000000, propagate_forward_time: 9.2585315704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241594315
validation[          , genome  5142] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       917.91437, best error:       840.79291 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.8408889771s, input_fired_time: 1.2187703848, output_fired_time: 1.2508263588, propagate_forward_time: 47.1265830994, propagate_backward_time: 71.2446365356, weight_update_time: 0.2013286203, other_time: 3.0000686646
epoch time: 9.6591653824s, input_fired_time: 0.1496321559, output_fired_time: 0.0000000000, propagate_forward_time: 8.9840593338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254735947
validation[          , genome  5142] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       965.77161, best error:       840.79291 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.8974533081s, input_fired_time: 1.2076121569, output_fired_time: 1.2350139618, propagate_forward_time: 46.2933006287, propagate_backward_time: 70.1639480591, weight_update_time: 0.1997291148, other_time: 2.9975814819
epoch time: 10.2430400848s, input_fired_time: 0.1564096361, output_fired_time: 0.0000000000, propagate_forward_time: 9.5560359955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305948257
validation[          , genome  5142] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       933.43585, best error:       840.79291 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.4139328003s, input_fired_time: 1.2229657173, output_fired_time: 1.2626150846, propagate_forward_time: 47.3652915955, propagate_backward_time: 71.5614547729, weight_update_time: 0.2017544359, other_time: 3.0016098022
epoch time: 10.2557239532s, input_fired_time: 0.1549113244, output_fired_time: 0.0000000000, propagate_forward_time: 9.5662345886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345783234
validation[          , genome  5142] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1057.04749, best error:       840.79291 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.7543411255s, input_fired_time: 1.2086819410, output_fired_time: 1.2426651716, propagate_forward_time: 46.5097198486, propagate_backward_time: 70.7806243896, weight_update_time: 0.2016173899, other_time: 3.0126495361
epoch time: 10.1072711945s, input_fired_time: 0.1503019929, output_fired_time: 0.0000000000, propagate_forward_time: 9.4423255920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146436691
validation[          , genome  5142] predictions:    9682/  10000 (96.82%), best:    9750/10000 (97.50%), error:      1041.79260, best error:       840.79291 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 122.4332885742s, input_fired_time: 1.2161526680, output_fired_time: 1.2454162836, propagate_forward_time: 46.4234542847, propagate_backward_time: 70.5561904907, weight_update_time: 0.2005143911, other_time: 2.9920730591
epoch time: 9.8853788376s, input_fired_time: 0.1519489884, output_fired_time: 0.0000000000, propagate_forward_time: 9.2032012939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302286148
validation[          , genome  5142] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       964.19305, best error:       840.79291 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 124.7177429199s, input_fired_time: 1.2315503359, output_fired_time: 1.2614430189, propagate_forward_time: 47.6034049988, propagate_backward_time: 71.6145095825, weight_update_time: 0.2020000368, other_time: 3.0068283081
epoch time: 9.9695711136s, input_fired_time: 0.1504109353, output_fired_time: 0.0000000000, propagate_forward_time: 9.2915458679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276145935
validation[          , genome  5142] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:      1011.53345, best error:       840.79291 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.9743041992s, input_fired_time: 1.2171034813, output_fired_time: 1.2473950386, propagate_forward_time: 46.7984123230, propagate_backward_time: 70.7033996582, weight_update_time: 0.2020293027, other_time: 3.0079956055
epoch time: 10.0782794952s, input_fired_time: 0.1516490430, output_fired_time: 0.0000000000, propagate_forward_time: 9.4001951218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264348984
validation[          , genome  5142] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1103.02820, best error:       840.79291 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 124.1061019897s, input_fired_time: 1.2200312614, output_fired_time: 1.2583247423, propagate_forward_time: 47.2334251404, propagate_backward_time: 71.4295730591, weight_update_time: 0.2013756037, other_time: 2.9647445679
epoch time: 10.2073011398s, input_fired_time: 0.1540918350, output_fired_time: 0.0000000000, propagate_forward_time: 9.5202693939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329399109
validation[          , genome  5142] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       903.01709, best error:       840.79291 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 120.9844894409s, input_fired_time: 1.2027881145, output_fired_time: 1.2299647331, propagate_forward_time: 45.5829811096, propagate_backward_time: 69.9162139893, weight_update_time: 0.1997311860, other_time: 3.0525360107
epoch time: 9.3179292679s, input_fired_time: 0.1495834142, output_fired_time: 0.0000000000, propagate_forward_time: 8.6087646484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595808029
validation[          , genome  5142] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1130.04041, best error:       840.79291 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.3532791138s, input_fired_time: 1.2231152058, output_fired_time: 1.2491014004, propagate_forward_time: 46.9632148743, propagate_backward_time: 70.9013595581, weight_update_time: 0.2016672343, other_time: 3.0164871216
epoch time: 10.8472738266s, input_fired_time: 0.1676018536, output_fired_time: 0.0000000000, propagate_forward_time: 10.1127691269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669031143
validation[          , genome  5142] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       968.65405, best error:       840.79291 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.2304687500s, input_fired_time: 1.2212337255, output_fired_time: 1.2432720661, propagate_forward_time: 46.8021926880, propagate_backward_time: 70.9085693359, weight_update_time: 0.2021839470, other_time: 3.0551986694
epoch time: 10.4565534592s, input_fired_time: 0.1609216183, output_fired_time: 0.0000000000, propagate_forward_time: 9.7471399307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484914780
validation[          , genome  5142] predictions:    9684/  10000 (96.84%), best:    9750/10000 (97.50%), error:       991.56830, best error:       840.79291 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.2862396240s, input_fired_time: 1.2141267061, output_fired_time: 1.2475670576, propagate_forward_time: 46.9670028687, propagate_backward_time: 70.8756332397, weight_update_time: 0.2015960217, other_time: 2.9819107056
epoch time: 10.1434268951s, input_fired_time: 0.1542262137, output_fired_time: 0.0000000000, propagate_forward_time: 9.4456233978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435771942
validation[          , genome  5142] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       965.82727, best error:       840.79291 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 123.4007415771s, input_fired_time: 1.2128713131, output_fired_time: 1.2469518185, propagate_forward_time: 47.2352638245, propagate_backward_time: 70.7252197266, weight_update_time: 0.2019358426, other_time: 2.9804382324
epoch time: 9.7583141327s, input_fired_time: 0.1499288529, output_fired_time: 0.0000000000, propagate_forward_time: 9.0697097778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386753082
validation[          , genome  5142] predictions:    9674/  10000 (96.74%), best:    9750/10000 (97.50%), error:      1092.24341, best error:       840.79291 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.6895904541s, input_fired_time: 1.2195746899, output_fired_time: 1.2498853207, propagate_forward_time: 47.1902275085, propagate_backward_time: 71.0639648438, weight_update_time: 0.2023494244, other_time: 2.9659423828
epoch time: 9.4052190781s, input_fired_time: 0.1475731581, output_fired_time: 0.0000000000, propagate_forward_time: 8.7058258057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518198013
validation[          , genome  5142] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:      1079.96472, best error:       840.79291 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.9829177856s, input_fired_time: 1.2106765509, output_fired_time: 1.2446701527, propagate_forward_time: 46.1400871277, propagate_backward_time: 70.3775863647, weight_update_time: 0.1991964579, other_time: 3.0098953247
epoch time: 9.7511901855s, input_fired_time: 0.1540324688, output_fired_time: 0.0000000000, propagate_forward_time: 9.0588369370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383205414
validation[          , genome  5142] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       955.40369, best error:       840.79291 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 124.2709121704s, input_fired_time: 1.2184617519, output_fired_time: 1.2522921562, propagate_forward_time: 47.3476600647, propagate_backward_time: 71.4509811401, weight_update_time: 0.2040097862, other_time: 3.0015182495
epoch time: 9.9735431671s, input_fired_time: 0.1492004842, output_fired_time: 0.0000000000, propagate_forward_time: 9.3034687042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208740234
validation[          , genome  5142] predictions:    9683/  10000 (96.83%), best:    9750/10000 (97.50%), error:      1047.17834, best error:       840.79291 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.0175628662s, input_fired_time: 1.2184783220, output_fired_time: 1.2404305935, propagate_forward_time: 46.3786430359, propagate_backward_time: 70.1468276978, weight_update_time: 0.2013393641, other_time: 3.0331802368
epoch time: 10.6059074402s, input_fired_time: 0.1609546542, output_fired_time: 0.0000000000, propagate_forward_time: 9.8855113983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594415665
validation[          , genome  5142] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       934.44373, best error:       840.79291 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 122.9716949463s, input_fired_time: 1.2255996466, output_fired_time: 1.2452598810, propagate_forward_time: 46.7876930237, propagate_backward_time: 70.7272033691, weight_update_time: 0.1994232684, other_time: 2.9859313965
epoch time: 10.2857742310s, input_fired_time: 0.1559110135, output_fired_time: 0.0000000000, propagate_forward_time: 9.5834712982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463914871
validation[          , genome  5142] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       966.19867, best error:       840.79291 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 122.7391815186s, input_fired_time: 1.2148658037, output_fired_time: 1.2489475012, propagate_forward_time: 46.4996986389, propagate_backward_time: 70.6592407227, weight_update_time: 0.2029448450, other_time: 3.1164245605
epoch time: 10.1210241318s, input_fired_time: 0.1522100866, output_fired_time: 0.0000000000, propagate_forward_time: 9.4507541656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180597305
validation[          , genome  5142] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:       983.72949, best error:       840.79291 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 124.0170669556s, input_fired_time: 1.2079547644, output_fired_time: 1.2496991158, propagate_forward_time: 47.4186401367, propagate_backward_time: 71.2256774902, weight_update_time: 0.2010716200, other_time: 2.9150924683
epoch time: 10.3167381287s, input_fired_time: 0.1582591832, output_fired_time: 0.0000000000, propagate_forward_time: 9.6199159622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385627747
validation[          , genome  5142] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       981.99768, best error:       840.79291 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.2699279785s, input_fired_time: 1.2238596678, output_fired_time: 1.2620673180, propagate_forward_time: 47.8563308716, propagate_backward_time: 71.9596099854, weight_update_time: 0.2041968554, other_time: 2.9680557251
epoch time: 10.1871109009s, input_fired_time: 0.1509845108, output_fired_time: 0.0000000000, propagate_forward_time: 9.5214786530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146474838
validation[          , genome  5142] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1001.27118, best error:       840.79291 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.5187377930s, input_fired_time: 1.2256784439, output_fired_time: 1.2553839684, propagate_forward_time: 47.5193901062, propagate_backward_time: 71.5310211182, weight_update_time: 0.2049131393, other_time: 2.9872589111
epoch time: 10.3295650482s, input_fired_time: 0.1545016021, output_fired_time: 0.0000000000, propagate_forward_time: 9.6508636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241994858
validation[          , genome  5142] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:      1029.50305, best error:       840.79291 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 123.1977157593s, input_fired_time: 1.2171267271, output_fired_time: 1.2560594082, propagate_forward_time: 46.6462974548, propagate_backward_time: 71.0125350952, weight_update_time: 0.2047206461, other_time: 3.0656967163
epoch time: 9.2830953598s, input_fired_time: 0.1501449496, output_fired_time: 0.0000000000, propagate_forward_time: 8.5190181732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139326096
validation[          , genome  5142] predictions:    9664/  10000 (96.64%), best:    9750/10000 (97.50%), error:      1082.00635, best error:       840.79291 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.1737976074s, input_fired_time: 1.2158577442, output_fired_time: 1.2502378225, propagate_forward_time: 47.3770408630, propagate_backward_time: 71.4067687988, weight_update_time: 0.1995255351, other_time: 2.9238891602
epoch time: 10.2580213547s, input_fired_time: 0.1559771746, output_fired_time: 0.0000000000, propagate_forward_time: 9.5722436905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298004150
validation[          , genome  5142] predictions:    9683/  10000 (96.83%), best:    9750/10000 (97.50%), error:       998.64093, best error:       840.79291 on epoch:    58, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 51.5197944641s, input_fired_time: 0.7725560665, output_fired_time: 0.0000000000, propagate_forward_time: 47.9520034790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7952346802
best training[          , genome  5142] predictions:   49504/  50000 (99.01%), best:    9750/10000 (97.50%), error:      1871.27649, best error:       840.79291 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.2838764191s, input_fired_time: 0.1532607526, output_fired_time: 0.0000000000, propagate_forward_time: 9.6018562317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287590027
   testing[          , genome  5142] predictions:    9773/  10000 (97.73%), best:    9750/10000 (97.50%), error:       750.35211, best error:       840.79291 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:10:52 (3516): called boinc_finish(0)

</stderr_txt>
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