Nameexact_genome_1512568488_42_3739_0
Workunit2589936
Created7 Dec 2017, 6:27:47 UTC
Sent7 Dec 2017, 6:32:55 UTC
Report deadline10 Dec 2017, 5:39:13 UTC
Received7 Dec 2017, 8:21:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 48 min 15 sec
CPU time1 hours 45 min 14 sec
Validate stateValid
Credit740.68
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.90 MB
Peak swap size157.68 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0611475632, output_fired_time: 0.0000000000, propagate_forward_time: 3.7483184338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459202290
validation[          , genome  3739] predictions:    9500/  10000 (95.00%), best:    9588/10000 (95.88%), error:      1685.19714, best error:      1350.29651 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.0215759277s, input_fired_time: 0.4978508949, output_fired_time: 0.5188515186, propagate_forward_time: 20.9737510681, propagate_backward_time: 32.5698509216, weight_update_time: 0.1399047822, other_time: 2.4612693787
epoch time: 4.5857882500s, input_fired_time: 0.0621906556, output_fired_time: 0.0000000000, propagate_forward_time: 4.0874323845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361653328
validation[          , genome  3739] predictions:    9592/  10000 (95.92%), best:    9588/10000 (95.88%), error:      1417.35205, best error:      1350.29651 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.4829101563s, input_fired_time: 0.4891353846, output_fired_time: 0.5137668848, propagate_forward_time: 20.0868492126, propagate_backward_time: 31.9546508789, weight_update_time: 0.1379615963, other_time: 2.4385070801
epoch time: 4.5342936516s, input_fired_time: 0.0608453788, output_fired_time: 0.0000000000, propagate_forward_time: 4.0567221642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167261124
validation[          , genome  3739] predictions:    9577/  10000 (95.77%), best:    9588/10000 (95.88%), error:      1424.36694, best error:      1350.29651 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.4242095947s, input_fired_time: 0.5004482865, output_fired_time: 0.5190480351, propagate_forward_time: 21.2673416138, propagate_backward_time: 32.7302169800, weight_update_time: 0.1390271634, other_time: 2.4071540833
epoch time: 4.9605078697s, input_fired_time: 0.0669556558, output_fired_time: 0.0000000000, propagate_forward_time: 4.4320936203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614586830
validation[          , genome  3739] predictions:    9592/  10000 (95.92%), best:    9588/10000 (95.88%), error:      1379.16541, best error:      1350.29651 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.3499412537s, input_fired_time: 0.5035409927, output_fired_time: 0.5144721270, propagate_forward_time: 21.2544898987, propagate_backward_time: 32.6510772705, weight_update_time: 0.1411161572, other_time: 2.4263610840
epoch time: 4.8274936676s, input_fired_time: 0.0662897304, output_fired_time: 0.0000000000, propagate_forward_time: 4.3145136833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466900826
validation[          , genome  3739] predictions:    9580/  10000 (95.80%), best:    9588/10000 (95.88%), error:      1412.50623, best error:      1350.29651 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.6406555176s, input_fired_time: 0.4966394007, output_fired_time: 0.5121309757, propagate_forward_time: 20.9330196381, propagate_backward_time: 32.2781333923, weight_update_time: 0.1400895268, other_time: 2.4207344055
epoch time: 4.8189520836s, input_fired_time: 0.0629127994, output_fired_time: 0.0000000000, propagate_forward_time: 4.3301458359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258933067
validation[          , genome  3739] predictions:    9605/  10000 (96.05%), best:    9588/10000 (95.88%), error:      1376.03833, best error:      1350.29651 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.4052963257s, input_fired_time: 0.4952047169, output_fired_time: 0.5182077885, propagate_forward_time: 20.7002964020, propagate_backward_time: 32.2656135559, weight_update_time: 0.1395952702, other_time: 2.4259757996
epoch time: 4.7427411079s, input_fired_time: 0.0625401214, output_fired_time: 0.0000000000, propagate_forward_time: 4.2401762009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400248528
validation[          , genome  3739] predictions:    9601/  10000 (96.01%), best:    9588/10000 (95.88%), error:      1354.46399, best error:      1350.29651 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.1479873657s, input_fired_time: 0.5136238933, output_fired_time: 0.5240302682, propagate_forward_time: 21.5392704010, propagate_backward_time: 33.0787773132, weight_update_time: 0.1423854679, other_time: 2.4922904968
epoch time: 4.9447011948s, input_fired_time: 0.0672931150, output_fired_time: 0.0000000000, propagate_forward_time: 4.4178466797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595613480
validation[          , genome  3739] predictions:    9544/  10000 (95.44%), best:    9588/10000 (95.88%), error:      1446.23120, best error:      1350.29651 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.9357948303s, input_fired_time: 0.5119851828, output_fired_time: 0.5230011940, propagate_forward_time: 21.4420070648, propagate_backward_time: 32.9521141052, weight_update_time: 0.1432353258, other_time: 2.5066871643
epoch time: 4.8153748512s, input_fired_time: 0.0628481060, output_fired_time: 0.0000000000, propagate_forward_time: 4.3276224136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249043465
validation[          , genome  3739] predictions:    9570/  10000 (95.70%), best:    9588/10000 (95.88%), error:      1399.02698, best error:      1350.29651 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.3665466309s, input_fired_time: 0.4951173663, output_fired_time: 0.5171502233, propagate_forward_time: 20.6248950958, propagate_backward_time: 32.3189239502, weight_update_time: 0.1385432184, other_time: 2.4104614258
epoch time: 4.8928174973s, input_fired_time: 0.0672181472, output_fired_time: 0.0000000000, propagate_forward_time: 4.3886566162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369425774
validation[          , genome  3739] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1331.07153, best error:      1331.07153 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.3903503418s, input_fired_time: 0.5043395758, output_fired_time: 0.5227117538, propagate_forward_time: 21.2519378662, propagate_backward_time: 32.6654510498, weight_update_time: 0.1396306455, other_time: 2.4459075928
epoch time: 4.9532966614s, input_fired_time: 0.0668052882, output_fired_time: 0.0000000000, propagate_forward_time: 4.4261674881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603238106
validation[          , genome  3739] predictions:    9532/  10000 (95.32%), best:    9588/10000 (95.88%), error:      1545.48657, best error:      1331.07153 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.7762145996s, input_fired_time: 0.5044101477, output_fired_time: 0.5203772783, propagate_forward_time: 21.4104194641, propagate_backward_time: 32.8637237549, weight_update_time: 0.1415588707, other_time: 2.4772834778
epoch time: 4.5657229424s, input_fired_time: 0.0636563972, output_fired_time: 0.0000000000, propagate_forward_time: 4.0576338768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444327354
validation[          , genome  3739] predictions:    9576/  10000 (95.76%), best:    9588/10000 (95.88%), error:      1403.96692, best error:      1331.07153 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.6762008667s, input_fired_time: 0.5047619343, output_fired_time: 0.5216199160, propagate_forward_time: 21.3618621826, propagate_backward_time: 32.8713684082, weight_update_time: 0.1411481798, other_time: 2.4165878296
epoch time: 4.7781176567s, input_fired_time: 0.0629538894, output_fired_time: 0.0000000000, propagate_forward_time: 4.2898998260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252638817
validation[          , genome  3739] predictions:    9579/  10000 (95.79%), best:    9588/10000 (95.88%), error:      1439.79614, best error:      1331.07153 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.6231384277s, input_fired_time: 0.5013342500, output_fired_time: 0.5134021044, propagate_forward_time: 20.7910137177, propagate_backward_time: 32.3664321899, weight_update_time: 0.1394298077, other_time: 2.4509582520
epoch time: 4.7656154633s, input_fired_time: 0.0643209592, output_fired_time: 0.0000000000, propagate_forward_time: 4.2577581406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435362816
validation[          , genome  3739] predictions:    9560/  10000 (95.60%), best:    9588/10000 (95.88%), error:      1420.20178, best error:      1331.07153 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.3493995667s, input_fired_time: 0.5224269032, output_fired_time: 0.5284841061, propagate_forward_time: 21.5345611572, propagate_backward_time: 33.1900291443, weight_update_time: 0.1453170180, other_time: 2.5738983154
epoch time: 4.1792416573s, input_fired_time: 0.0622428730, output_fired_time: 0.0000000000, propagate_forward_time: 3.6559352875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610633850
validation[          , genome  3739] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1254.05579, best error:      1254.05579 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.0708465576s, input_fired_time: 0.5045014024, output_fired_time: 0.5125745535, propagate_forward_time: 21.0221996307, propagate_backward_time: 32.5576972961, weight_update_time: 0.1404773742, other_time: 2.4738731384
epoch time: 4.7174234390s, input_fired_time: 0.0647784993, output_fired_time: 0.0000000000, propagate_forward_time: 4.2129116058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397335052
validation[          , genome  3739] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1248.75293, best error:      1248.75293 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.6269226074s, input_fired_time: 0.5051259995, output_fired_time: 0.5244515538, propagate_forward_time: 21.3252315521, propagate_backward_time: 32.8007240295, weight_update_time: 0.1409228444, other_time: 2.4713859558
epoch time: 4.7937016487s, input_fired_time: 0.0646280646, output_fired_time: 0.0000000000, propagate_forward_time: 4.2909255028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381480217
validation[          , genome  3739] predictions:    9630/  10000 (96.30%), best:    9632/10000 (96.32%), error:      1280.85852, best error:      1248.75293 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.6449737549s, input_fired_time: 0.5084456205, output_fired_time: 0.5217921734, propagate_forward_time: 21.3108882904, propagate_backward_time: 32.7807998657, weight_update_time: 0.1412606984, other_time: 2.5230484009
epoch time: 4.8098020554s, input_fired_time: 0.0640951470, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020477295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436593056
validation[          , genome  3739] predictions:    9610/  10000 (96.10%), best:    9632/10000 (96.32%), error:      1317.25488, best error:      1248.75293 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.6671409607s, input_fired_time: 0.5043452978, output_fired_time: 0.5195733905, propagate_forward_time: 20.7057781219, propagate_backward_time: 32.4844741821, weight_update_time: 0.1389259249, other_time: 2.4529724121
epoch time: 4.7661175728s, input_fired_time: 0.0628405139, output_fired_time: 0.0000000000, propagate_forward_time: 4.2788424492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244346619
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9632/10000 (96.32%), error:      1262.30823, best error:      1248.75293 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.8442039490s, input_fired_time: 0.5045865774, output_fired_time: 0.5177715421, propagate_forward_time: 20.8505096436, propagate_backward_time: 32.4230384827, weight_update_time: 0.1414704472, other_time: 2.5482978821
epoch time: 4.7871479988s, input_fired_time: 0.0623080321, output_fired_time: 0.0000000000, propagate_forward_time: 4.2981982231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266419411
validation[          , genome  3739] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1228.08997, best error:      1228.08997 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.0002174377s, input_fired_time: 0.5061706305, output_fired_time: 0.5189406872, propagate_forward_time: 20.9477062225, propagate_backward_time: 32.5108757019, weight_update_time: 0.1398404092, other_time: 2.5165214539
epoch time: 4.7807641029s, input_fired_time: 0.0631730407, output_fired_time: 0.0000000000, propagate_forward_time: 4.2830471992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345440865
validation[          , genome  3739] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1205.54565, best error:      1205.54565 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.7374649048s, input_fired_time: 0.5091192126, output_fired_time: 0.5215342045, propagate_forward_time: 21.3554687500, propagate_backward_time: 32.8390655518, weight_update_time: 0.1416903883, other_time: 2.5122756958
epoch time: 4.6185145378s, input_fired_time: 0.0629596338, output_fired_time: 0.0000000000, propagate_forward_time: 4.1215014458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340534210
validation[          , genome  3739] predictions:    9620/  10000 (96.20%), best:    9653/10000 (96.53%), error:      1266.91577, best error:      1205.54565 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.8028068542s, input_fired_time: 0.5078585744, output_fired_time: 0.5224114060, propagate_forward_time: 21.4251194000, propagate_backward_time: 32.9311561584, weight_update_time: 0.1406237334, other_time: 2.4162635803
epoch time: 4.7833237648s, input_fired_time: 0.0644106939, output_fired_time: 0.0000000000, propagate_forward_time: 4.2941293716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247837067
validation[          , genome  3739] predictions:    9618/  10000 (96.18%), best:    9653/10000 (96.53%), error:      1238.95752, best error:      1205.54565 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.1033477783s, input_fired_time: 0.5050399899, output_fired_time: 0.5149300098, propagate_forward_time: 21.1057300568, propagate_backward_time: 32.5783424377, weight_update_time: 0.1409204900, other_time: 2.3993034363
epoch time: 4.5172567368s, input_fired_time: 0.0630373135, output_fired_time: 0.0000000000, propagate_forward_time: 3.9886231422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655961990
validation[          , genome  3739] predictions:    9608/  10000 (96.08%), best:    9653/10000 (96.53%), error:      1275.61914, best error:      1205.54565 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.6859436035s, input_fired_time: 0.5031465888, output_fired_time: 0.5193994045, propagate_forward_time: 21.3950672150, propagate_backward_time: 32.8825340271, weight_update_time: 0.1392842978, other_time: 2.3857994080
epoch time: 5.0737333298s, input_fired_time: 0.0699055120, output_fired_time: 0.0000000000, propagate_forward_time: 4.5311231613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727048874
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9653/10000 (96.53%), error:      1248.36670, best error:      1205.54565 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.5979652405s, input_fired_time: 0.5059397817, output_fired_time: 0.5187010765, propagate_forward_time: 21.3760929108, propagate_backward_time: 32.8040733337, weight_update_time: 0.1388889551, other_time: 2.3931617737
epoch time: 5.0576128960s, input_fired_time: 0.0687570646, output_fired_time: 0.0000000000, propagate_forward_time: 4.5197844505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690713882
validation[          , genome  3739] predictions:    9611/  10000 (96.11%), best:    9653/10000 (96.53%), error:      1269.82263, best error:      1205.54565 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 57.7691764832s, input_fired_time: 0.5140164495, output_fired_time: 0.5276963115, propagate_forward_time: 21.3223838806, propagate_backward_time: 32.8770980835, weight_update_time: 0.1453384161, other_time: 2.5279846191
epoch time: 4.8354616165s, input_fired_time: 0.0650569648, output_fired_time: 0.0000000000, propagate_forward_time: 4.3270535469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433512688
validation[          , genome  3739] predictions:    9640/  10000 (96.40%), best:    9653/10000 (96.53%), error:      1220.60413, best error:      1205.54565 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.7675170898s, input_fired_time: 0.5057139993, output_fired_time: 0.5151160955, propagate_forward_time: 20.7924365997, propagate_backward_time: 32.4471778870, weight_update_time: 0.1410731822, other_time: 2.5070686340
epoch time: 4.7957553864s, input_fired_time: 0.0638251230, output_fired_time: 0.0000000000, propagate_forward_time: 4.3097681999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221620560
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9653/10000 (96.53%), error:      1271.01575, best error:      1205.54565 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.9039306641s, input_fired_time: 0.5155245066, output_fired_time: 0.5213971138, propagate_forward_time: 21.3971500397, propagate_backward_time: 32.9559364319, weight_update_time: 0.1439537555, other_time: 2.5139198303
epoch time: 5.0651478767s, input_fired_time: 0.0724736601, output_fired_time: 0.0000000000, propagate_forward_time: 4.5179924965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746818542
validation[          , genome  3739] predictions:    9588/  10000 (95.88%), best:    9653/10000 (96.53%), error:      1307.05261, best error:      1205.54565 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.0899124146s, input_fired_time: 0.5089324713, output_fired_time: 0.5233327150, propagate_forward_time: 21.5166912079, propagate_backward_time: 33.0943107605, weight_update_time: 0.1407237202, other_time: 2.4466438293
epoch time: 4.9794354439s, input_fired_time: 0.0679894090, output_fired_time: 0.0000000000, propagate_forward_time: 4.4553127289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561333656
validation[          , genome  3739] predictions:    9625/  10000 (96.25%), best:    9653/10000 (96.53%), error:      1249.61072, best error:      1205.54565 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.8167457581s, input_fired_time: 0.5106769800, output_fired_time: 0.5219279528, propagate_forward_time: 21.3694667816, propagate_backward_time: 32.9358634949, weight_update_time: 0.1421756446, other_time: 2.4788093567
epoch time: 4.9506001472s, input_fired_time: 0.0691860244, output_fired_time: 0.0000000000, propagate_forward_time: 4.4158601761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655537605
validation[          , genome  3739] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1204.57068, best error:      1204.57068 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.4405822754s, input_fired_time: 0.5094916821, output_fired_time: 0.5192127824, propagate_forward_time: 21.1705665588, propagate_backward_time: 32.8131561279, weight_update_time: 0.1415096670, other_time: 2.4281539917
epoch time: 5.1067156792s, input_fired_time: 0.0706807673, output_fired_time: 0.0000000000, propagate_forward_time: 4.5643458366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716892242
validation[          , genome  3739] predictions:    9652/  10000 (96.52%), best:    9637/10000 (96.37%), error:      1206.08936, best error:      1204.57068 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.6021537781s, input_fired_time: 0.5208658576, output_fired_time: 0.5280195475, propagate_forward_time: 21.6663608551, propagate_backward_time: 33.3746376038, weight_update_time: 0.1434008181, other_time: 2.5122718811
epoch time: 4.6309227943s, input_fired_time: 0.0635434687, output_fired_time: 0.0000000000, propagate_forward_time: 4.1215658188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458136559
validation[          , genome  3739] predictions:    9630/  10000 (96.30%), best:    9637/10000 (96.37%), error:      1222.63208, best error:      1204.57068 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.5721092224s, input_fired_time: 0.5117114782, output_fired_time: 0.5212032795, propagate_forward_time: 21.1670932770, propagate_backward_time: 32.8691635132, weight_update_time: 0.1423751116, other_time: 2.5029373169
epoch time: 4.9596323967s, input_fired_time: 0.0673935190, output_fired_time: 0.0000000000, propagate_forward_time: 4.4328918457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593472481
validation[          , genome  3739] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1178.91125, best error:      1178.91125 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.6806221008s, input_fired_time: 0.5139334798, output_fired_time: 0.5201789141, propagate_forward_time: 21.3114738464, propagate_backward_time: 32.8280792236, weight_update_time: 0.1422296464, other_time: 2.5069541931
epoch time: 4.7472581863s, input_fired_time: 0.0638175383, output_fired_time: 0.0000000000, propagate_forward_time: 4.2579503059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254903793
validation[          , genome  3739] predictions:    9611/  10000 (96.11%), best:    9654/10000 (96.54%), error:      1296.51062, best error:      1178.91125 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.6967353821s, input_fired_time: 0.5160836577, output_fired_time: 0.5225651264, propagate_forward_time: 21.2518825531, propagate_backward_time: 32.9210243225, weight_update_time: 0.1427317709, other_time: 2.4851799011
epoch time: 4.8173065186s, input_fired_time: 0.0652091876, output_fired_time: 0.0000000000, propagate_forward_time: 4.3181490898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339480400
validation[          , genome  3739] predictions:    9606/  10000 (96.06%), best:    9654/10000 (96.54%), error:      1285.56360, best error:      1178.91125 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 58.0762672424s, input_fired_time: 0.5136513710, output_fired_time: 0.5215395689, propagate_forward_time: 21.5611457825, propagate_backward_time: 33.0249481201, weight_update_time: 0.1438176781, other_time: 2.4549827576
epoch time: 5.0782856941s, input_fired_time: 0.0706776455, output_fired_time: 0.0000000000, propagate_forward_time: 4.5390939713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685139656
validation[          , genome  3739] predictions:    9655/  10000 (96.55%), best:    9654/10000 (96.54%), error:      1218.24304, best error:      1178.91125 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.6759338379s, input_fired_time: 0.5112339854, output_fired_time: 0.5181825161, propagate_forward_time: 21.3761272430, propagate_backward_time: 32.8553733826, weight_update_time: 0.1414989829, other_time: 2.4150199890
epoch time: 4.8251690865s, input_fired_time: 0.0658643767, output_fired_time: 0.0000000000, propagate_forward_time: 4.3062210083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530835152
validation[          , genome  3739] predictions:    9644/  10000 (96.44%), best:    9654/10000 (96.54%), error:      1197.78442, best error:      1178.91125 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.3169441223s, input_fired_time: 0.5101452470, output_fired_time: 0.5253174305, propagate_forward_time: 21.1521034241, propagate_backward_time: 32.6970176697, weight_update_time: 0.1405613422, other_time: 2.4323577881
epoch time: 4.8605532646s, input_fired_time: 0.0669869110, output_fired_time: 0.0000000000, propagate_forward_time: 4.3444566727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491095543
validation[          , genome  3739] predictions:    9638/  10000 (96.38%), best:    9654/10000 (96.54%), error:      1228.76355, best error:      1178.91125 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 58.3363800049s, input_fired_time: 0.5213948488, output_fired_time: 0.5229699016, propagate_forward_time: 21.6186370850, propagate_backward_time: 33.2001647949, weight_update_time: 0.1429006159, other_time: 2.4732131958
epoch time: 4.8120274544s, input_fired_time: 0.0668083951, output_fired_time: 0.0000000000, propagate_forward_time: 4.3013672829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438519478
validation[          , genome  3739] predictions:    9610/  10000 (96.10%), best:    9654/10000 (96.54%), error:      1304.10339, best error:      1178.91125 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 57.5374298096s, input_fired_time: 0.5187841058, output_fired_time: 0.5197908878, propagate_forward_time: 21.1980628967, propagate_backward_time: 32.7597198486, weight_update_time: 0.1432031393, other_time: 2.5410728455
epoch time: 4.7969031334s, input_fired_time: 0.0640496239, output_fired_time: 0.0000000000, propagate_forward_time: 4.3075485229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253048897
validation[          , genome  3739] predictions:    9603/  10000 (96.03%), best:    9654/10000 (96.54%), error:      1303.84009, best error:      1178.91125 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 58.5694808960s, input_fired_time: 0.5174366832, output_fired_time: 0.5247746706, propagate_forward_time: 21.7307605743, propagate_backward_time: 33.3082351685, weight_update_time: 0.1433112174, other_time: 2.4882736206
epoch time: 5.0712528229s, input_fired_time: 0.0706330165, output_fired_time: 0.0000000000, propagate_forward_time: 4.5318202972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687995911
validation[          , genome  3739] predictions:    9607/  10000 (96.07%), best:    9654/10000 (96.54%), error:      1331.00537, best error:      1178.91125 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.6047439575s, input_fired_time: 0.5169602633, output_fired_time: 0.5192069411, propagate_forward_time: 21.2267169952, propagate_backward_time: 32.8120994568, weight_update_time: 0.1426166147, other_time: 2.5297584534
epoch time: 4.7798252106s, input_fired_time: 0.0646579862, output_fired_time: 0.0000000000, propagate_forward_time: 4.2903409004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248261452
validation[          , genome  3739] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1175.98975, best error:      1175.98975 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.1291389465s, input_fired_time: 0.5063087940, output_fired_time: 0.5108137727, propagate_forward_time: 21.0714302063, propagate_backward_time: 32.6166038513, weight_update_time: 0.1401019543, other_time: 2.4239807129
epoch time: 4.7303471565s, input_fired_time: 0.0656242669, output_fired_time: 0.0000000000, propagate_forward_time: 4.2358479500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288749695
validation[          , genome  3739] predictions:    9631/  10000 (96.31%), best:    9653/10000 (96.53%), error:      1238.73108, best error:      1175.98975 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.9838409424s, input_fired_time: 0.5184768438, output_fired_time: 0.5257828832, propagate_forward_time: 20.6552658081, propagate_backward_time: 32.6254653931, weight_update_time: 0.1442929059, other_time: 2.6588478088
epoch time: 4.7978730202s, input_fired_time: 0.0662027150, output_fired_time: 0.0000000000, propagate_forward_time: 4.3037714958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278988838
validation[          , genome  3739] predictions:    9634/  10000 (96.34%), best:    9653/10000 (96.53%), error:      1271.02539, best error:      1175.98975 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 57.7400131226s, input_fired_time: 0.5134447217, output_fired_time: 0.5186963081, propagate_forward_time: 21.3515911102, propagate_backward_time: 32.8865966797, weight_update_time: 0.1397342384, other_time: 2.4696884155
epoch time: 4.7058210373s, input_fired_time: 0.0656028390, output_fired_time: 0.0000000000, propagate_forward_time: 4.2062730789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339451790
validation[          , genome  3739] predictions:    9611/  10000 (96.11%), best:    9653/10000 (96.53%), error:      1254.70825, best error:      1175.98975 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.4195213318s, input_fired_time: 0.5135587454, output_fired_time: 0.5156921744, propagate_forward_time: 21.2272644043, propagate_backward_time: 32.6931915283, weight_update_time: 0.1399338543, other_time: 2.4698143005
epoch time: 4.7245616913s, input_fired_time: 0.0652422160, output_fired_time: 0.0000000000, propagate_forward_time: 4.2329230309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263963699
validation[          , genome  3739] predictions:    9649/  10000 (96.49%), best:    9653/10000 (96.53%), error:      1219.89636, best error:      1175.98975 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 58.4075813293s, input_fired_time: 0.5261985064, output_fired_time: 0.5269567966, propagate_forward_time: 21.5809154510, propagate_backward_time: 33.2817687988, weight_update_time: 0.1420061141, other_time: 2.4917373657
epoch time: 4.7707467079s, input_fired_time: 0.0656068847, output_fired_time: 0.0000000000, propagate_forward_time: 4.2774519920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276876450
validation[          , genome  3739] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1294.17590, best error:      1175.98975 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.6740150452s, input_fired_time: 0.5015778542, output_fired_time: 0.5222353339, propagate_forward_time: 21.1706066132, propagate_backward_time: 33.0400505066, weight_update_time: 0.1406268626, other_time: 2.4395408630
epoch time: 4.9886016846s, input_fired_time: 0.0696988329, output_fired_time: 0.0000000000, propagate_forward_time: 4.4648013115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541015625
validation[          , genome  3739] predictions:    9648/  10000 (96.48%), best:    9653/10000 (96.53%), error:      1192.08020, best error:      1175.98975 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 55.6815681458s, input_fired_time: 0.5041316748, output_fired_time: 0.5156759620, propagate_forward_time: 20.0684928894, propagate_backward_time: 32.0727119446, weight_update_time: 0.1389833093, other_time: 2.5205574036
epoch time: 4.6551017761s, input_fired_time: 0.0668173283, output_fired_time: 0.0000000000, propagate_forward_time: 4.1400461197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482383728
validation[          , genome  3739] predictions:    9594/  10000 (95.94%), best:    9653/10000 (96.53%), error:      1351.01660, best error:      1175.98975 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.8233871460s, input_fired_time: 0.5187520385, output_fired_time: 0.5235958099, propagate_forward_time: 21.2844448090, propagate_backward_time: 32.9822006226, weight_update_time: 0.1431879103, other_time: 2.5143890381
epoch time: 4.7438535690s, input_fired_time: 0.0643620417, output_fired_time: 0.0000000000, propagate_forward_time: 4.2422838211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372076988
validation[          , genome  3739] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1167.21509, best error:      1167.21509 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.8823738098s, input_fired_time: 0.5152044296, output_fired_time: 0.5159770250, propagate_forward_time: 20.8845634460, propagate_backward_time: 32.4897727966, weight_update_time: 0.1401064098, other_time: 2.4768562317
epoch time: 4.6255421638s, input_fired_time: 0.0642795041, output_fired_time: 0.0000000000, propagate_forward_time: 4.1274366379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338259697
validation[          , genome  3739] predictions:    9637/  10000 (96.37%), best:    9651/10000 (96.51%), error:      1209.47192, best error:      1167.21509 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.8982162476s, input_fired_time: 0.5210629106, output_fired_time: 0.5237151384, propagate_forward_time: 21.3912506104, propagate_backward_time: 32.9838752747, weight_update_time: 0.1418243647, other_time: 2.4783096313
epoch time: 4.8200502396s, input_fired_time: 0.0654203072, output_fired_time: 0.0000000000, propagate_forward_time: 4.3273859024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272441864
validation[          , genome  3739] predictions:    9668/  10000 (96.68%), best:    9651/10000 (96.51%), error:      1173.43958, best error:      1167.21509 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 58.2440490723s, input_fired_time: 0.5181379318, output_fired_time: 0.5259113312, propagate_forward_time: 21.5615634918, propagate_backward_time: 33.1467819214, weight_update_time: 0.1422297359, other_time: 2.4916534424
epoch time: 4.8275914192s, input_fired_time: 0.0665695816, output_fired_time: 0.0000000000, propagate_forward_time: 4.3214721680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395494461
validation[          , genome  3739] predictions:    9618/  10000 (96.18%), best:    9651/10000 (96.51%), error:      1281.22632, best error:      1167.21509 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.8609695435s, input_fired_time: 0.5187945962, output_fired_time: 0.5215391517, propagate_forward_time: 21.3900890350, propagate_backward_time: 32.9499626160, weight_update_time: 0.1422640681, other_time: 2.4805870056
epoch time: 4.7887458801s, input_fired_time: 0.0654015467, output_fired_time: 0.0000000000, propagate_forward_time: 4.3018951416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214491844
validation[          , genome  3739] predictions:    9627/  10000 (96.27%), best:    9651/10000 (96.51%), error:      1245.31750, best error:      1167.21509 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.2495384216s, input_fired_time: 0.5104106069, output_fired_time: 0.5199775696, propagate_forward_time: 21.0739688873, propagate_backward_time: 32.7321281433, weight_update_time: 0.1397650987, other_time: 2.4130516052
epoch time: 4.9898629189s, input_fired_time: 0.0709485710, output_fired_time: 0.0000000000, propagate_forward_time: 4.4545359612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643783569
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9651/10000 (96.51%), error:      1229.48145, best error:      1167.21509 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.7633171082s, input_fired_time: 0.5171582699, output_fired_time: 0.5197702646, propagate_forward_time: 21.3458080292, propagate_backward_time: 32.9038200378, weight_update_time: 0.1414236724, other_time: 2.4767570496
epoch time: 4.6365766525s, input_fired_time: 0.0648654923, output_fired_time: 0.0000000000, propagate_forward_time: 4.1461076736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256033897
validation[          , genome  3739] predictions:    9609/  10000 (96.09%), best:    9651/10000 (96.51%), error:      1279.43481, best error:      1167.21509 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.9217453003s, input_fired_time: 0.5155500770, output_fired_time: 0.5197995901, propagate_forward_time: 21.4327430725, propagate_backward_time: 32.9889411926, weight_update_time: 0.1424212605, other_time: 2.4647140503
epoch time: 4.7276520729s, input_fired_time: 0.0657719970, output_fired_time: 0.0000000000, propagate_forward_time: 4.2232193947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386606216
validation[          , genome  3739] predictions:    9585/  10000 (95.85%), best:    9651/10000 (96.51%), error:      1341.01392, best error:      1167.21509 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.3526916504s, input_fired_time: 0.5178385973, output_fired_time: 0.5286593437, propagate_forward_time: 21.6229953766, propagate_backward_time: 33.2397956848, weight_update_time: 0.1415338516, other_time: 2.4434013367
epoch time: 4.8113512993s, input_fired_time: 0.0663209856, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020844460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429459572
validation[          , genome  3739] predictions:    9600/  10000 (96.00%), best:    9651/10000 (96.51%), error:      1352.19409, best error:      1167.21509 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.6877746582s, input_fired_time: 0.5119602084, output_fired_time: 0.5210658312, propagate_forward_time: 21.3467102051, propagate_backward_time: 32.9182090759, weight_update_time: 0.1397056580, other_time: 2.3898315430
epoch time: 4.7167687416s, input_fired_time: 0.0663625449, output_fired_time: 0.0000000000, propagate_forward_time: 4.2237110138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266953468
validation[          , genome  3739] predictions:    9626/  10000 (96.26%), best:    9651/10000 (96.51%), error:      1258.43750, best error:      1167.21509 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.8067092896s, input_fired_time: 0.5111046433, output_fired_time: 0.5190392733, propagate_forward_time: 20.7446632385, propagate_backward_time: 32.5644340515, weight_update_time: 0.1415775120, other_time: 2.4674682617
epoch time: 4.8670248985s, input_fired_time: 0.0684660971, output_fired_time: 0.0000000000, propagate_forward_time: 4.3504600525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480986595
validation[          , genome  3739] predictions:    9618/  10000 (96.18%), best:    9651/10000 (96.51%), error:      1224.50647, best error:      1167.21509 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.5733947754s, input_fired_time: 0.5202769637, output_fired_time: 0.5228819251, propagate_forward_time: 21.1382236481, propagate_backward_time: 32.8691825867, weight_update_time: 0.1425291002, other_time: 2.5228309631
epoch time: 4.9479899406s, input_fired_time: 0.0699862912, output_fired_time: 0.0000000000, propagate_forward_time: 4.4149398804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630637169
validation[          , genome  3739] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1210.55322, best error:      1167.21509 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.1740531921s, input_fired_time: 0.5245449543, output_fired_time: 0.5228686333, propagate_forward_time: 21.5010108948, propagate_backward_time: 33.1128158569, weight_update_time: 0.1434472799, other_time: 2.5128135681
epoch time: 4.9014935493s, input_fired_time: 0.0671516135, output_fired_time: 0.0000000000, propagate_forward_time: 4.3872561455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470858574
validation[          , genome  3739] predictions:    9610/  10000 (96.10%), best:    9651/10000 (96.51%), error:      1283.86890, best error:      1167.21509 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.0448913574s, input_fired_time: 0.5093331337, output_fired_time: 0.5106416941, propagate_forward_time: 20.5134410858, propagate_backward_time: 32.0233345032, weight_update_time: 0.1399783194, other_time: 2.4881401062
epoch time: 4.7770948410s, input_fired_time: 0.0668931827, output_fired_time: 0.0000000000, propagate_forward_time: 4.2891364098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210653305
validation[          , genome  3739] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1198.55933, best error:      1167.21509 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.2312583923s, input_fired_time: 0.5232115388, output_fired_time: 0.5230597854, propagate_forward_time: 21.5638065338, propagate_backward_time: 33.1780204773, weight_update_time: 0.1415573955, other_time: 2.4431571960
epoch time: 4.7121219635s, input_fired_time: 0.0666771978, output_fired_time: 0.0000000000, propagate_forward_time: 4.2219033241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235415459
validation[          , genome  3739] predictions:    9642/  10000 (96.42%), best:    9651/10000 (96.51%), error:      1177.35852, best error:      1167.21509 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.3746833801s, input_fired_time: 0.5258921385, output_fired_time: 0.5250063539, propagate_forward_time: 21.6287097931, propagate_backward_time: 33.2241668701, weight_update_time: 0.1418828815, other_time: 2.4709091187
epoch time: 4.8360476494s, input_fired_time: 0.0673886165, output_fired_time: 0.0000000000, propagate_forward_time: 4.3255028725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431562424
validation[          , genome  3739] predictions:    9576/  10000 (95.76%), best:    9651/10000 (96.51%), error:      1336.62854, best error:      1167.21509 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 58.3468132019s, input_fired_time: 0.5251117349, output_fired_time: 0.5254741311, propagate_forward_time: 21.5685997009, propagate_backward_time: 33.2531127930, weight_update_time: 0.1433726549, other_time: 2.4745140076
epoch time: 4.9923820496s, input_fired_time: 0.0702259392, output_fired_time: 0.0000000000, propagate_forward_time: 4.4703936577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517626762
validation[          , genome  3739] predictions:    9632/  10000 (96.32%), best:    9651/10000 (96.51%), error:      1239.59204, best error:      1167.21509 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.4630775452s, input_fired_time: 0.5178384781, output_fired_time: 0.5210462809, propagate_forward_time: 21.1401958466, propagate_backward_time: 32.7994499207, weight_update_time: 0.1410495937, other_time: 2.4845466614
epoch time: 4.6378197670s, input_fired_time: 0.0646048635, output_fired_time: 0.0000000000, propagate_forward_time: 4.1516523361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215626717
validation[          , genome  3739] predictions:    9641/  10000 (96.41%), best:    9651/10000 (96.51%), error:      1234.03625, best error:      1167.21509 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.4191436768s, input_fired_time: 0.5154556036, output_fired_time: 0.5181709528, propagate_forward_time: 21.2419548035, propagate_backward_time: 32.7497253418, weight_update_time: 0.1392411143, other_time: 2.3938369751
epoch time: 4.7841129303s, input_fired_time: 0.0678907409, output_fired_time: 0.0000000000, propagate_forward_time: 4.2700204849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462018013
validation[          , genome  3739] predictions:    9610/  10000 (96.10%), best:    9651/10000 (96.51%), error:      1294.68665, best error:      1167.21509 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.8275260925s, input_fired_time: 0.5178945661, output_fired_time: 0.5218575001, propagate_forward_time: 21.4187984467, propagate_backward_time: 32.9058990479, weight_update_time: 0.1415174156, other_time: 2.4630737305
epoch time: 4.6625905037s, input_fired_time: 0.0656380802, output_fired_time: 0.0000000000, propagate_forward_time: 4.1686034203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283490181
validation[          , genome  3739] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1145.30029, best error:      1145.30029 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.2473754883s, input_fired_time: 0.5221866965, output_fired_time: 0.5237858295, propagate_forward_time: 21.5602970123, propagate_backward_time: 33.1282768250, weight_update_time: 0.1434148103, other_time: 2.5128288269
epoch time: 4.8031282425s, input_fired_time: 0.0676042289, output_fired_time: 0.0000000000, propagate_forward_time: 4.2913331985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441909790
validation[          , genome  3739] predictions:    9625/  10000 (96.25%), best:    9665/10000 (96.65%), error:      1265.18555, best error:      1145.30029 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.9805107117s, input_fired_time: 0.5175825357, output_fired_time: 0.5228028297, propagate_forward_time: 21.4774188995, propagate_backward_time: 33.0260963440, weight_update_time: 0.1413861364, other_time: 2.4366111755
epoch time: 4.7642564774s, input_fired_time: 0.0659670755, output_fired_time: 0.0000000000, propagate_forward_time: 4.2758107185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224786758
validation[          , genome  3739] predictions:    9632/  10000 (96.32%), best:    9665/10000 (96.65%), error:      1216.16357, best error:      1145.30029 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.4169158936s, input_fired_time: 0.5139235854, output_fired_time: 0.5130586624, propagate_forward_time: 20.5712127686, propagate_backward_time: 32.3051567078, weight_update_time: 0.1418796182, other_time: 2.5135650635
epoch time: 4.8170886040s, input_fired_time: 0.0666820779, output_fired_time: 0.0000000000, propagate_forward_time: 4.3235869408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268198013
validation[          , genome  3739] predictions:    9607/  10000 (96.07%), best:    9665/10000 (96.65%), error:      1315.15601, best error:      1145.30029 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.7346420288s, input_fired_time: 0.5183501244, output_fired_time: 0.5187138319, propagate_forward_time: 21.3586425781, propagate_backward_time: 32.9016036987, weight_update_time: 0.1398614198, other_time: 2.4373321533
epoch time: 4.5588641167s, input_fired_time: 0.0658224672, output_fired_time: 0.0000000000, propagate_forward_time: 4.0431628227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498786926
validation[          , genome  3739] predictions:    9647/  10000 (96.47%), best:    9665/10000 (96.65%), error:      1185.26575, best error:      1145.30029 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.0150299072s, input_fired_time: 0.5244937539, output_fired_time: 0.5248475075, propagate_forward_time: 21.4509391785, propagate_backward_time: 33.0518569946, weight_update_time: 0.1409446299, other_time: 2.4628906250
epoch time: 4.8254776001s, input_fired_time: 0.0667847320, output_fired_time: 0.0000000000, propagate_forward_time: 4.3218564987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368362427
validation[          , genome  3739] predictions:    9607/  10000 (96.07%), best:    9665/10000 (96.65%), error:      1282.04626, best error:      1145.30029 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.5230865479s, input_fired_time: 0.5179207325, output_fired_time: 0.5198770165, propagate_forward_time: 21.2304115295, propagate_backward_time: 32.8281173706, weight_update_time: 0.1389424652, other_time: 2.4267578125
epoch time: 4.8390259743s, input_fired_time: 0.0656640008, output_fired_time: 0.0000000000, propagate_forward_time: 4.3463315964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270305634
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9665/10000 (96.65%), error:      1242.24902, best error:      1145.30029 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.4072189331s, input_fired_time: 0.5138086677, output_fired_time: 0.5135421157, propagate_forward_time: 20.5345115662, propagate_backward_time: 32.3943939209, weight_update_time: 0.1418906897, other_time: 2.4509620667
epoch time: 4.7569408417s, input_fired_time: 0.0674596205, output_fired_time: 0.0000000000, propagate_forward_time: 4.2556886673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337925911
validation[          , genome  3739] predictions:    9641/  10000 (96.41%), best:    9665/10000 (96.65%), error:      1208.65747, best error:      1145.30029 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 58.0148773193s, input_fired_time: 0.5234960914, output_fired_time: 0.5232700706, propagate_forward_time: 21.4229984283, propagate_backward_time: 33.0335426331, weight_update_time: 0.1416342705, other_time: 2.5115699768
epoch time: 4.8626937866s, input_fired_time: 0.0680532008, output_fired_time: 0.0000000000, propagate_forward_time: 4.3434000015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512405396
validation[          , genome  3739] predictions:    9624/  10000 (96.24%), best:    9665/10000 (96.65%), error:      1255.03772, best error:      1145.30029 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.5646400452s, input_fired_time: 0.5162138939, output_fired_time: 0.5214630365, propagate_forward_time: 21.1850891113, propagate_backward_time: 32.9136085510, weight_update_time: 0.1384617388, other_time: 2.4282684326
epoch time: 4.8541254997s, input_fired_time: 0.0685999840, output_fired_time: 0.0000000000, propagate_forward_time: 4.3393421173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461832047
validation[          , genome  3739] predictions:    9604/  10000 (96.04%), best:    9665/10000 (96.65%), error:      1272.87451, best error:      1145.30029 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 58.2167739868s, input_fired_time: 0.5252156854, output_fired_time: 0.5250377059, propagate_forward_time: 21.5599746704, propagate_backward_time: 33.1778564453, weight_update_time: 0.1406710446, other_time: 2.4286918640
epoch time: 4.6947331429s, input_fired_time: 0.0663741454, output_fired_time: 0.0000000000, propagate_forward_time: 4.1993079185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290509224
validation[          , genome  3739] predictions:    9633/  10000 (96.33%), best:    9665/10000 (96.65%), error:      1277.57922, best error:      1145.30029 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.8396644592s, input_fired_time: 0.5152801275, output_fired_time: 0.5184992552, propagate_forward_time: 20.8227634430, propagate_backward_time: 32.5222091675, weight_update_time: 0.1398639083, other_time: 2.4609146118
epoch time: 4.3449873924s, input_fired_time: 0.0681175143, output_fired_time: 0.0000000000, propagate_forward_time: 3.7955877781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812819958
validation[          , genome  3739] predictions:    9587/  10000 (95.87%), best:    9665/10000 (96.65%), error:      1342.63623, best error:      1145.30029 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.7975463867s, input_fired_time: 0.5228394866, output_fired_time: 0.5210213065, propagate_forward_time: 21.3128147125, propagate_backward_time: 32.9591827393, weight_update_time: 0.1422599703, other_time: 2.4816894531
epoch time: 4.8800463676s, input_fired_time: 0.0703549683, output_fired_time: 0.0000000000, propagate_forward_time: 4.3568553925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528360367
validation[          , genome  3739] predictions:    9652/  10000 (96.52%), best:    9665/10000 (96.65%), error:      1204.01904, best error:      1145.30029 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 58.1957511902s, input_fired_time: 0.5257824659, output_fired_time: 0.5212163925, propagate_forward_time: 21.5426158905, propagate_backward_time: 33.1227340698, weight_update_time: 0.1427183747, other_time: 2.4833984375
epoch time: 4.6947736740s, input_fired_time: 0.0672105476, output_fired_time: 0.0000000000, propagate_forward_time: 4.1999788284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275841713
validation[          , genome  3739] predictions:    9667/  10000 (96.67%), best:    9665/10000 (96.65%), error:      1193.12280, best error:      1145.30029 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.8877639771s, input_fired_time: 0.5211892724, output_fired_time: 0.5182412863, propagate_forward_time: 20.7521495819, propagate_backward_time: 32.5757102966, weight_update_time: 0.1413374692, other_time: 2.5204734802
epoch time: 4.8088035583s, input_fired_time: 0.0681286231, output_fired_time: 0.0000000000, propagate_forward_time: 4.2964000702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442749023
validation[          , genome  3739] predictions:    9638/  10000 (96.38%), best:    9665/10000 (96.65%), error:      1188.09155, best error:      1145.30029 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 58.8023490906s, input_fired_time: 0.5365492702, output_fired_time: 0.5317469835, propagate_forward_time: 21.7570056915, propagate_backward_time: 33.4960212708, weight_update_time: 0.1428785771, other_time: 2.4810295105
epoch time: 4.8297171593s, input_fired_time: 0.0677045956, output_fired_time: 0.0000000000, propagate_forward_time: 4.3389978409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230146408
validation[          , genome  3739] predictions:    9614/  10000 (96.14%), best:    9665/10000 (96.65%), error:      1282.84912, best error:      1145.30029 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.7509002686s, input_fired_time: 0.5302540660, output_fired_time: 0.5191078186, propagate_forward_time: 21.3459568024, propagate_backward_time: 32.8427925110, weight_update_time: 0.1408541054, other_time: 2.5127906799
epoch time: 4.6527638435s, input_fired_time: 0.0706772432, output_fired_time: 0.0000000000, propagate_forward_time: 4.0637488365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183377266
validation[          , genome  3739] predictions:    9622/  10000 (96.22%), best:    9665/10000 (96.65%), error:      1245.04407, best error:      1145.30029 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.0559425354s, input_fired_time: 0.5257484317, output_fired_time: 0.5257992744, propagate_forward_time: 21.4753608704, propagate_backward_time: 33.0118942261, weight_update_time: 0.1412032545, other_time: 2.5171394348
epoch time: 5.0019817352s, input_fired_time: 0.0716859028, output_fired_time: 0.0000000000, propagate_forward_time: 4.4758377075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544582367
validation[          , genome  3739] predictions:    9628/  10000 (96.28%), best:    9665/10000 (96.65%), error:      1280.05603, best error:      1145.30029 on epoch:    83, 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: 23.9022541046s, input_fired_time: 0.3352487981, output_fired_time: 0.0000000000, propagate_forward_time: 21.2370128632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3299922943
best training[          , genome  3739] predictions:   49117/  50000 (98.23%), best:    9665/10000 (96.65%), error:      3390.52344, best error:      1145.30029 on epoch:    83, 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: 4.8095569611s, input_fired_time: 0.0651306361, output_fired_time: 0.0000000000, propagate_forward_time: 4.3162612915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281649590
   testing[          , genome  3739] predictions:    9705/  10000 (97.05%), best:    9665/10000 (96.65%), error:       986.01886, best error:      1145.30029 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:21:17 (4316): called boinc_finish(0)

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