Nameexact_genome_1512568488_43_3772_0
Workunit2590158
Created7 Dec 2017, 6:37:24 UTC
Sent7 Dec 2017, 6:42:23 UTC
Report deadline10 Dec 2017, 9:50:27 UTC
Received7 Dec 2017, 8:35:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 53 min 2 sec
CPU time1 hours 50 min 1 sec
Validate stateValid
Credit782.65
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.88 MB
Peak swap size155.46 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.0438829735, output_fired_time: 0.0000000000, propagate_forward_time: 4.7696819305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240436554
validation[          , genome  3772] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1569.54993, best error:      1569.54993 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.4302253723s, input_fired_time: 0.3506621122, output_fired_time: 0.3603243530, propagate_forward_time: 23.9865779877, propagate_backward_time: 33.4304428101, weight_update_time: 0.1427825689, other_time: 2.3022155762
epoch time: 5.2716317177s, input_fired_time: 0.0445966572, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147892952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122457504
validation[          , genome  3772] predictions:    9500/  10000 (95.00%), best:    9542/10000 (95.42%), error:      1689.97363, best error:      1569.54993 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.3287506104s, input_fired_time: 0.3515864611, output_fired_time: 0.3546232283, propagate_forward_time: 23.9410667419, propagate_backward_time: 33.3295669556, weight_update_time: 0.1442224979, other_time: 2.3519096375
epoch time: 5.1892242432s, input_fired_time: 0.0441132970, output_fired_time: 0.0000000000, propagate_forward_time: 4.7374310493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076800346
validation[          , genome  3772] predictions:    9509/  10000 (95.09%), best:    9542/10000 (95.42%), error:      1633.49609, best error:      1569.54993 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.1171340942s, input_fired_time: 0.3554265201, output_fired_time: 0.3572920263, propagate_forward_time: 23.7908515930, propagate_backward_time: 33.2427978516, weight_update_time: 0.1455070525, other_time: 2.3707656860
epoch time: 5.2882623672s, input_fired_time: 0.0445033573, output_fired_time: 0.0000000000, propagate_forward_time: 4.8214154243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223437309
validation[          , genome  3772] predictions:    9530/  10000 (95.30%), best:    9542/10000 (95.42%), error:      1615.59497, best error:      1569.54993 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.0553588867s, input_fired_time: 0.3493401110, output_fired_time: 0.3482746780, propagate_forward_time: 22.7051963806, propagate_backward_time: 32.2262039185, weight_update_time: 0.1448152661, other_time: 2.4263458252
epoch time: 5.2080135345s, input_fired_time: 0.0446671657, output_fired_time: 0.0000000000, propagate_forward_time: 4.7403140068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230322838
validation[          , genome  3772] predictions:    9536/  10000 (95.36%), best:    9542/10000 (95.42%), error:      1584.56287, best error:      1569.54993 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 60.4081039429s, input_fired_time: 0.3592924476, output_fired_time: 0.3591603637, propagate_forward_time: 23.9827537537, propagate_backward_time: 33.3337554932, weight_update_time: 0.1449732631, other_time: 2.3731422424
epoch time: 5.1967196465s, input_fired_time: 0.0450313762, output_fired_time: 0.0000000000, propagate_forward_time: 4.7252931595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263949394
validation[          , genome  3772] predictions:    9543/  10000 (95.43%), best:    9543/10000 (95.43%), error:      1552.54480, best error:      1552.54480 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.7758712769s, input_fired_time: 0.3526328802, output_fired_time: 0.3645986319, propagate_forward_time: 23.4316291809, propagate_backward_time: 33.1886329651, weight_update_time: 0.1449089795, other_time: 2.4383773804
epoch time: 5.2327508926s, input_fired_time: 0.0437722877, output_fired_time: 0.0000000000, propagate_forward_time: 4.7835440636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054346085
validation[          , genome  3772] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1525.20410, best error:      1525.20410 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.8406829834s, input_fired_time: 0.3559428155, output_fired_time: 0.3543392122, propagate_forward_time: 23.7077598572, propagate_backward_time: 33.0921554565, weight_update_time: 0.1430218518, other_time: 2.3304862976
epoch time: 5.3151650429s, input_fired_time: 0.0469497032, output_fired_time: 0.0000000000, propagate_forward_time: 4.8334550858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347600937
validation[          , genome  3772] predictions:    9513/  10000 (95.13%), best:    9541/10000 (95.41%), error:      1595.18835, best error:      1525.20410 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.4816207886s, input_fired_time: 0.3515552878, output_fired_time: 0.3553710580, propagate_forward_time: 23.5638637543, propagate_backward_time: 32.8858604431, weight_update_time: 0.1421277821, other_time: 2.3249702454
epoch time: 5.2426638603s, input_fired_time: 0.0449086465, output_fired_time: 0.0000000000, propagate_forward_time: 4.7727384567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250168800
validation[          , genome  3772] predictions:    9531/  10000 (95.31%), best:    9541/10000 (95.41%), error:      1548.77759, best error:      1525.20410 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.5415382385s, input_fired_time: 0.3531698287, output_fired_time: 0.3599365056, propagate_forward_time: 23.9719333649, propagate_backward_time: 33.5008087158, weight_update_time: 0.1443506032, other_time: 2.3556900024
epoch time: 5.2687864304s, input_fired_time: 0.0455977656, output_fired_time: 0.0000000000, propagate_forward_time: 4.7992987633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238901138
validation[          , genome  3772] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1659.06360, best error:      1525.20410 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 60.7624816895s, input_fired_time: 0.3574032187, output_fired_time: 0.3629849553, propagate_forward_time: 24.0399131775, propagate_backward_time: 33.6067962646, weight_update_time: 0.1478091627, other_time: 2.3953857422
epoch time: 5.1562714577s, input_fired_time: 0.0437441729, output_fired_time: 0.0000000000, propagate_forward_time: 4.7008471489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116802216
validation[          , genome  3772] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1511.43176, best error:      1511.43176 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.8402633667s, input_fired_time: 0.3559362590, output_fired_time: 0.3573597074, propagate_forward_time: 23.6523914337, propagate_backward_time: 33.0843238831, weight_update_time: 0.1476834714, other_time: 2.3902473450
epoch time: 5.2011260986s, input_fired_time: 0.0437789857, output_fired_time: 0.0000000000, propagate_forward_time: 4.7481369972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092102051
validation[          , genome  3772] predictions:    9458/  10000 (94.58%), best:    9554/10000 (95.54%), error:      1762.13940, best error:      1511.43176 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 60.2655982971s, input_fired_time: 0.3527910411, output_fired_time: 0.3569691479, propagate_forward_time: 23.8596992493, propagate_backward_time: 33.3424224854, weight_update_time: 0.1455565989, other_time: 2.3537178040
epoch time: 5.4536471367s, input_fired_time: 0.0467680842, output_fired_time: 0.0000000000, propagate_forward_time: 4.9646167755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422621727
validation[          , genome  3772] predictions:    9494/  10000 (94.94%), best:    9554/10000 (95.54%), error:      1658.52649, best error:      1511.43176 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.3183135986s, input_fired_time: 0.3496851027, output_fired_time: 0.3557848334, propagate_forward_time: 23.3268566132, propagate_backward_time: 32.9025039673, weight_update_time: 0.1421930641, other_time: 2.3834838867
epoch time: 5.0930867195s, input_fired_time: 0.0431719609, output_fired_time: 0.0000000000, propagate_forward_time: 4.6335792542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163355827
validation[          , genome  3772] predictions:    9477/  10000 (94.77%), best:    9554/10000 (95.54%), error:      1671.40466, best error:      1511.43176 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.2718696594s, input_fired_time: 0.3574148118, output_fired_time: 0.3582585454, propagate_forward_time: 23.8692474365, propagate_backward_time: 33.3229331970, weight_update_time: 0.1435659677, other_time: 2.3640174866
epoch time: 4.8175358772s, input_fired_time: 0.0427216217, output_fired_time: 0.0000000000, propagate_forward_time: 4.3367033005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381108284
validation[          , genome  3772] predictions:    9487/  10000 (94.87%), best:    9554/10000 (95.54%), error:      1704.93127, best error:      1511.43176 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.8363533020s, input_fired_time: 0.3524966538, output_fired_time: 0.3575873673, propagate_forward_time: 23.6595096588, propagate_backward_time: 33.0986785889, weight_update_time: 0.1448879838, other_time: 2.3680801392
epoch time: 5.3359813690s, input_fired_time: 0.0481195189, output_fired_time: 0.0000000000, propagate_forward_time: 4.8506436348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372181892
validation[          , genome  3772] predictions:    9535/  10000 (95.35%), best:    9554/10000 (95.54%), error:      1520.50867, best error:      1511.43176 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.6164169312s, input_fired_time: 0.3584250212, output_fired_time: 0.3593223393, propagate_forward_time: 24.0309028625, propagate_backward_time: 33.4646682739, weight_update_time: 0.1459249258, other_time: 2.4030990601
epoch time: 5.4325103760s, input_fired_time: 0.0457865633, output_fired_time: 0.0000000000, propagate_forward_time: 4.9467692375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399547577
validation[          , genome  3772] predictions:    9560/  10000 (95.60%), best:    9554/10000 (95.54%), error:      1513.50256, best error:      1511.43176 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 60.4251937866s, input_fired_time: 0.3544283807, output_fired_time: 0.3583590686, propagate_forward_time: 23.9676952362, propagate_backward_time: 33.3971862793, weight_update_time: 0.1450593770, other_time: 2.3475265503
epoch time: 5.0193700790s, input_fired_time: 0.0426600091, output_fired_time: 0.0000000000, propagate_forward_time: 4.5758924484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008173943
validation[          , genome  3772] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1462.48621, best error:      1462.48621 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.9552650452s, input_fired_time: 0.3498232365, output_fired_time: 0.3470254540, propagate_forward_time: 22.6471042633, propagate_backward_time: 32.1939964294, weight_update_time: 0.1420345455, other_time: 2.4173164368
epoch time: 5.5944561958s, input_fired_time: 0.0485757366, output_fired_time: 0.0000000000, propagate_forward_time: 5.0970740318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488062859
validation[          , genome  3772] predictions:    9484/  10000 (94.84%), best:    9589/10000 (95.89%), error:      1662.21802, best error:      1462.48621 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.1144523621s, input_fired_time: 0.3551426530, output_fired_time: 0.3541857004, propagate_forward_time: 23.7835960388, propagate_backward_time: 33.2433624268, weight_update_time: 0.1459842771, other_time: 2.3781623840
epoch time: 5.2486500740s, input_fired_time: 0.0449604057, output_fired_time: 0.0000000000, propagate_forward_time: 4.7787680626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249215126
validation[          , genome  3772] predictions:    9548/  10000 (95.48%), best:    9589/10000 (95.89%), error:      1526.79126, best error:      1462.48621 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.1948280334s, input_fired_time: 0.3522373140, output_fired_time: 0.3571227789, propagate_forward_time: 23.8628997803, propagate_backward_time: 33.2958679199, weight_update_time: 0.1432820559, other_time: 2.3266983032
epoch time: 5.1828236580s, input_fired_time: 0.0436972640, output_fired_time: 0.0000000000, propagate_forward_time: 4.7319216728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072046280
validation[          , genome  3772] predictions:    9523/  10000 (95.23%), best:    9589/10000 (95.89%), error:      1542.03943, best error:      1462.48621 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 60.0833168030s, input_fired_time: 0.3548496366, output_fired_time: 0.3591537178, propagate_forward_time: 23.8697452545, propagate_backward_time: 33.1938629150, weight_update_time: 0.1433645934, other_time: 2.3057022095
epoch time: 5.2194018364s, input_fired_time: 0.0458160453, output_fired_time: 0.0000000000, propagate_forward_time: 4.7539486885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196372032
validation[          , genome  3772] predictions:    9528/  10000 (95.28%), best:    9589/10000 (95.89%), error:      1571.91016, best error:      1462.48621 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.2011299133s, input_fired_time: 0.3563264310, output_fired_time: 0.3545350134, propagate_forward_time: 23.2679634094, propagate_backward_time: 32.8126449585, weight_update_time: 0.1457931846, other_time: 2.4096603394
epoch time: 5.2175288200s, input_fired_time: 0.0451711044, output_fired_time: 0.0000000000, propagate_forward_time: 4.7649216652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074358940
validation[          , genome  3772] predictions:    9486/  10000 (94.86%), best:    9589/10000 (95.89%), error:      1640.22607, best error:      1462.48621 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.9869461060s, input_fired_time: 0.3482129276, output_fired_time: 0.3558030725, propagate_forward_time: 23.1604804993, propagate_backward_time: 32.7885894775, weight_update_time: 0.1422835737, other_time: 2.3338584900
epoch time: 5.0771884918s, input_fired_time: 0.0450179949, output_fired_time: 0.0000000000, propagate_forward_time: 4.6167507172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154195786
validation[          , genome  3772] predictions:    9533/  10000 (95.33%), best:    9589/10000 (95.89%), error:      1570.39246, best error:      1462.48621 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 60.4567031860s, input_fired_time: 0.3586947024, output_fired_time: 0.3588526249, propagate_forward_time: 23.9889602661, propagate_backward_time: 33.4131965637, weight_update_time: 0.1434806436, other_time: 2.3369979858
epoch time: 4.8680996895s, input_fired_time: 0.0438419171, output_fired_time: 0.0000000000, propagate_forward_time: 4.3748469353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494109154
validation[          , genome  3772] predictions:    9535/  10000 (95.35%), best:    9589/10000 (95.89%), error:      1584.85254, best error:      1462.48621 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.8475532532s, input_fired_time: 0.3526866734, output_fired_time: 0.3554330766, propagate_forward_time: 23.6685180664, propagate_backward_time: 33.1448211670, weight_update_time: 0.1433825195, other_time: 2.3260917664
epoch time: 5.1545195580s, input_fired_time: 0.0447300971, output_fired_time: 0.0000000000, propagate_forward_time: 4.6840405464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257488251
validation[          , genome  3772] predictions:    9559/  10000 (95.59%), best:    9589/10000 (95.89%), error:      1494.20081, best error:      1462.48621 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.8977851868s, input_fired_time: 0.3536624014, output_fired_time: 0.3578501344, propagate_forward_time: 23.5483112335, propagate_backward_time: 33.2217063904, weight_update_time: 0.1463256478, other_time: 2.4162559509
epoch time: 5.1721591949s, input_fired_time: 0.0462163649, output_fired_time: 0.0000000000, propagate_forward_time: 4.6941399574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318027496
validation[          , genome  3772] predictions:    9529/  10000 (95.29%), best:    9589/10000 (95.89%), error:      1617.74585, best error:      1462.48621 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.9084396362s, input_fired_time: 0.3612952232, output_fired_time: 0.3557186723, propagate_forward_time: 23.6850509644, propagate_backward_time: 33.1037254333, weight_update_time: 0.1461976320, other_time: 2.4026489258
epoch time: 4.9939942360s, input_fired_time: 0.0443717055, output_fired_time: 0.0000000000, propagate_forward_time: 4.5180892944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315333366
validation[          , genome  3772] predictions:    9544/  10000 (95.44%), best:    9589/10000 (95.89%), error:      1476.44019, best error:      1462.48621 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.5996017456s, input_fired_time: 0.3659002781, output_fired_time: 0.3626662791, propagate_forward_time: 23.8715591431, propagate_backward_time: 33.5788459778, weight_update_time: 0.1471866220, other_time: 2.4206275940
epoch time: 5.2105097771s, input_fired_time: 0.0446305871, output_fired_time: 0.0000000000, propagate_forward_time: 4.7542061806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116730690
validation[          , genome  3772] predictions:    9540/  10000 (95.40%), best:    9589/10000 (95.89%), error:      1544.22583, best error:      1462.48621 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.0747146606s, input_fired_time: 0.3562223613, output_fired_time: 0.3590375185, propagate_forward_time: 23.6429328918, propagate_backward_time: 33.3418655396, weight_update_time: 0.1449691206, other_time: 2.3746528625
epoch time: 5.1578307152s, input_fired_time: 0.0453094654, output_fired_time: 0.0000000000, propagate_forward_time: 4.6952981949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172229767
validation[          , genome  3772] predictions:    9531/  10000 (95.31%), best:    9589/10000 (95.89%), error:      1522.67688, best error:      1462.48621 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.6845588684s, input_fired_time: 0.3507896662, output_fired_time: 0.3559586704, propagate_forward_time: 23.4789733887, propagate_backward_time: 33.1471061707, weight_update_time: 0.1453687102, other_time: 2.3517341614
epoch time: 5.4045567513s, input_fired_time: 0.0459013060, output_fired_time: 0.0000000000, propagate_forward_time: 4.9174251556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412302971
validation[          , genome  3772] predictions:    9533/  10000 (95.33%), best:    9589/10000 (95.89%), error:      1554.97571, best error:      1462.48621 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 58.3034400940s, input_fired_time: 0.3479527533, output_fired_time: 0.3554871976, propagate_forward_time: 22.6821708679, propagate_backward_time: 32.5469779968, weight_update_time: 0.1418863535, other_time: 2.3708496094
epoch time: 5.2834472656s, input_fired_time: 0.0455553830, output_fired_time: 0.0000000000, propagate_forward_time: 4.8293662071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085254669
validation[          , genome  3772] predictions:    9552/  10000 (95.52%), best:    9589/10000 (95.89%), error:      1462.96082, best error:      1462.48621 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.2423858643s, input_fired_time: 0.3605059385, output_fired_time: 0.3560028076, propagate_forward_time: 23.3803062439, propagate_backward_time: 32.7299613953, weight_update_time: 0.1438234895, other_time: 2.4156112671
epoch time: 5.3952746391s, input_fired_time: 0.0462418161, output_fired_time: 0.0000000000, propagate_forward_time: 4.9080529213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409799576
validation[          , genome  3772] predictions:    9561/  10000 (95.61%), best:    9589/10000 (95.89%), error:      1477.00476, best error:      1462.48621 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.8361396790s, input_fired_time: 0.3621811271, output_fired_time: 0.3580069542, propagate_forward_time: 24.0935726166, propagate_backward_time: 33.6297073364, weight_update_time: 0.1463519931, other_time: 2.3926696777
epoch time: 5.2383198738s, input_fired_time: 0.0445716903, output_fired_time: 0.0000000000, propagate_forward_time: 4.7831983566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105496407
validation[          , genome  3772] predictions:    9532/  10000 (95.32%), best:    9589/10000 (95.89%), error:      1534.72791, best error:      1462.48621 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 59.5958671570s, input_fired_time: 0.3547169268, output_fired_time: 0.3564538062, propagate_forward_time: 23.6427478790, propagate_backward_time: 32.9173622131, weight_update_time: 0.1433239728, other_time: 2.3245887756
epoch time: 5.0968732834s, input_fired_time: 0.0444645397, output_fired_time: 0.0000000000, propagate_forward_time: 4.6509332657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014754295
validation[          , genome  3772] predictions:    9513/  10000 (95.13%), best:    9589/10000 (95.89%), error:      1643.36865, best error:      1462.48621 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.9545021057s, input_fired_time: 0.3626043200, output_fired_time: 0.3567205369, propagate_forward_time: 23.7976474762, propagate_backward_time: 33.0827598572, weight_update_time: 0.1460212171, other_time: 2.3547706604
epoch time: 5.2485008240s, input_fired_time: 0.0467671975, output_fired_time: 0.0000000000, propagate_forward_time: 4.7779178619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238157272
validation[          , genome  3772] predictions:    9529/  10000 (95.29%), best:    9589/10000 (95.89%), error:      1574.75049, best error:      1462.48621 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.9910697937s, input_fired_time: 0.3562065661, output_fired_time: 0.3581289649, propagate_forward_time: 23.8506908417, propagate_backward_time: 33.0934524536, weight_update_time: 0.1433507353, other_time: 2.3325958252
epoch time: 5.3116168976s, input_fired_time: 0.0465801619, output_fired_time: 0.0000000000, propagate_forward_time: 4.8313794136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336571693
validation[          , genome  3772] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1411.33008, best error:      1411.33008 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.6365547180s, input_fired_time: 0.3575348854, output_fired_time: 0.3586192727, propagate_forward_time: 23.4189338684, propagate_backward_time: 33.0320930481, weight_update_time: 0.1456156373, other_time: 2.4693717957
epoch time: 5.3633704185s, input_fired_time: 0.0475036539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8718042374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440627098
validation[          , genome  3772] predictions:    9497/  10000 (94.97%), best:    9546/10000 (95.46%), error:      1668.76563, best error:      1411.33008 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 59.0828819275s, input_fired_time: 0.3517286181, output_fired_time: 0.3538566232, propagate_forward_time: 23.2441539764, propagate_backward_time: 32.7804718018, weight_update_time: 0.1429869682, other_time: 2.3526687622
epoch time: 5.1395230293s, input_fired_time: 0.0451795533, output_fired_time: 0.0000000000, propagate_forward_time: 4.6811184883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132251740
validation[          , genome  3772] predictions:    9497/  10000 (94.97%), best:    9546/10000 (95.46%), error:      1760.78528, best error:      1411.33008 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.9460906982s, input_fired_time: 0.3586851954, output_fired_time: 0.3574174643, propagate_forward_time: 23.7548255920, propagate_backward_time: 33.1086120605, weight_update_time: 0.1462595165, other_time: 2.3665504456
epoch time: 5.1339459419s, input_fired_time: 0.0452567674, output_fired_time: 0.0000000000, propagate_forward_time: 4.6847066879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039826393
validation[          , genome  3772] predictions:    9569/  10000 (95.69%), best:    9546/10000 (95.46%), error:      1546.65601, best error:      1411.33008 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 59.5870361328s, input_fired_time: 0.3554369211, output_fired_time: 0.3574983478, propagate_forward_time: 23.5693130493, propagate_backward_time: 32.9070281982, weight_update_time: 0.1462297291, other_time: 2.3977584839
epoch time: 5.2088627815s, input_fired_time: 0.0454009399, output_fired_time: 0.0000000000, propagate_forward_time: 4.7381587029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253029823
validation[          , genome  3772] predictions:    9536/  10000 (95.36%), best:    9546/10000 (95.46%), error:      1562.46155, best error:      1411.33008 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.8611755371s, input_fired_time: 0.3577971160, output_fired_time: 0.3572162390, propagate_forward_time: 23.7079010010, propagate_backward_time: 33.1083755493, weight_update_time: 0.1417395771, other_time: 2.3298873901
epoch time: 5.2501440048s, input_fired_time: 0.0443703644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7964863777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092874527
validation[          , genome  3772] predictions:    9540/  10000 (95.40%), best:    9546/10000 (95.46%), error:      1499.82031, best error:      1411.33008 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 59.5229339600s, input_fired_time: 0.3561342955, output_fired_time: 0.3589108884, propagate_forward_time: 23.3490524292, propagate_backward_time: 33.0627174377, weight_update_time: 0.1468840837, other_time: 2.3961219788
epoch time: 4.5721759796s, input_fired_time: 0.0429005958, output_fired_time: 0.0000000000, propagate_forward_time: 4.0950226784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342527390
validation[          , genome  3772] predictions:    9526/  10000 (95.26%), best:    9546/10000 (95.46%), error:      1578.23596, best error:      1411.33008 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.1448516846s, input_fired_time: 0.3556660116, output_fired_time: 0.3554123640, propagate_forward_time: 23.8092250824, propagate_backward_time: 33.2321052551, weight_update_time: 0.1447983384, other_time: 2.3924446106
epoch time: 5.2026338577s, input_fired_time: 0.0456138514, output_fired_time: 0.0000000000, propagate_forward_time: 4.7410259247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159941673
validation[          , genome  3772] predictions:    9560/  10000 (95.60%), best:    9546/10000 (95.46%), error:      1455.64526, best error:      1411.33008 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.2516746521s, input_fired_time: 0.3574240208, output_fired_time: 0.3554915190, propagate_forward_time: 23.1959991455, propagate_backward_time: 32.9460334778, weight_update_time: 0.1434837878, other_time: 2.3967247009
epoch time: 5.5810933113s, input_fired_time: 0.0477642715, output_fired_time: 0.0000000000, propagate_forward_time: 5.0820498466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512791634
validation[          , genome  3772] predictions:    9534/  10000 (95.34%), best:    9546/10000 (95.46%), error:      1504.68237, best error:      1411.33008 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 58.3345794678s, input_fired_time: 0.3489160538, output_fired_time: 0.3545158803, propagate_forward_time: 22.7725715637, propagate_backward_time: 32.5000495911, weight_update_time: 0.1424027234, other_time: 2.3585281372
epoch time: 5.3257088661s, input_fired_time: 0.0467613637, output_fired_time: 0.0000000000, propagate_forward_time: 4.8576560020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212913513
validation[          , genome  3772] predictions:    9578/  10000 (95.78%), best:    9546/10000 (95.46%), error:      1431.20410, best error:      1411.33008 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.1801452637s, input_fired_time: 0.3584057391, output_fired_time: 0.3572439253, propagate_forward_time: 23.7808666229, propagate_backward_time: 33.3067359924, weight_update_time: 0.1468085200, other_time: 2.3768959045
epoch time: 5.2939405441s, input_fired_time: 0.0451188460, output_fired_time: 0.0000000000, propagate_forward_time: 4.8417358398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070858955
validation[          , genome  3772] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1363.94666, best error:      1363.94666 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.7602577209s, input_fired_time: 0.3592438400, output_fired_time: 0.3626585007, propagate_forward_time: 24.0832748413, propagate_backward_time: 33.5930404663, weight_update_time: 0.1457490474, other_time: 2.3620376587
epoch time: 5.1884994507s, input_fired_time: 0.0448309705, output_fired_time: 0.0000000000, propagate_forward_time: 4.7353816032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082870483
validation[          , genome  3772] predictions:    9487/  10000 (94.87%), best:    9573/10000 (95.73%), error:      1685.08862, best error:      1363.94666 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.4002838135s, input_fired_time: 0.3641091287, output_fired_time: 0.3606711924, propagate_forward_time: 23.8493747711, propagate_backward_time: 33.4489517212, weight_update_time: 0.1443055570, other_time: 2.3771743774
epoch time: 5.3519206047s, input_fired_time: 0.0463315435, output_fired_time: 0.0000000000, propagate_forward_time: 4.8776793480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279098511
validation[          , genome  3772] predictions:    9520/  10000 (95.20%), best:    9573/10000 (95.73%), error:      1622.79102, best error:      1363.94666 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 60.2127265930s, input_fired_time: 0.3580130935, output_fired_time: 0.3580094576, propagate_forward_time: 23.8749256134, propagate_backward_time: 33.2733421326, weight_update_time: 0.1445558965, other_time: 2.3484382629
epoch time: 5.2110476494s, input_fired_time: 0.0451626033, output_fired_time: 0.0000000000, propagate_forward_time: 4.7571482658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087367058
validation[          , genome  3772] predictions:    9555/  10000 (95.55%), best:    9573/10000 (95.73%), error:      1470.61255, best error:      1363.94666 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.6092376709s, input_fired_time: 0.3650684655, output_fired_time: 0.3653917909, propagate_forward_time: 24.0329990387, propagate_backward_time: 33.4751167297, weight_update_time: 0.1458123922, other_time: 2.3706626892
epoch time: 5.2567157745s, input_fired_time: 0.0455531366, output_fired_time: 0.0000000000, propagate_forward_time: 4.7888207436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223418236
validation[          , genome  3772] predictions:    9577/  10000 (95.77%), best:    9573/10000 (95.73%), error:      1406.65308, best error:      1363.94666 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 59.3889312744s, input_fired_time: 0.3536529541, output_fired_time: 0.3546064496, propagate_forward_time: 23.4893360138, propagate_backward_time: 32.9054565430, weight_update_time: 0.1419306248, other_time: 2.2858810425
epoch time: 5.2219300270s, input_fired_time: 0.0452402756, output_fired_time: 0.0000000000, propagate_forward_time: 4.7488846779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278049469
validation[          , genome  3772] predictions:    9567/  10000 (95.67%), best:    9573/10000 (95.73%), error:      1418.72461, best error:      1363.94666 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.9689559937s, input_fired_time: 0.3592280746, output_fired_time: 0.3612903059, propagate_forward_time: 23.6538543701, propagate_backward_time: 33.2498970032, weight_update_time: 0.1441741735, other_time: 2.3446884155
epoch time: 5.2308821678s, input_fired_time: 0.0462748446, output_fired_time: 0.0000000000, propagate_forward_time: 4.7569322586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276752472
validation[          , genome  3772] predictions:    9553/  10000 (95.53%), best:    9573/10000 (95.73%), error:      1508.22278, best error:      1363.94666 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.2183570862s, input_fired_time: 0.3597064912, output_fired_time: 0.3613049984, propagate_forward_time: 23.7153568268, propagate_backward_time: 33.3656883240, weight_update_time: 0.1454284787, other_time: 2.4163017273
epoch time: 4.6039853096s, input_fired_time: 0.0445399918, output_fired_time: 0.0000000000, propagate_forward_time: 4.1076712608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517741203
validation[          , genome  3772] predictions:    9527/  10000 (95.27%), best:    9573/10000 (95.73%), error:      1554.10034, best error:      1363.94666 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.1269989014s, input_fired_time: 0.3542497754, output_fired_time: 0.3585166633, propagate_forward_time: 23.8463916779, propagate_backward_time: 33.2672462463, weight_update_time: 0.1419144422, other_time: 2.3005943298
epoch time: 5.2539258003s, input_fired_time: 0.0450420864, output_fired_time: 0.0000000000, propagate_forward_time: 4.7991790771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097046852
validation[          , genome  3772] predictions:    9570/  10000 (95.70%), best:    9573/10000 (95.73%), error:      1440.71179, best error:      1363.94666 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 59.8844871521s, input_fired_time: 0.3564149737, output_fired_time: 0.3547844291, propagate_forward_time: 23.6913375854, propagate_backward_time: 33.1498527527, weight_update_time: 0.1446090043, other_time: 2.3320960999
epoch time: 5.0053229332s, input_fired_time: 0.0438182540, output_fired_time: 0.0000000000, propagate_forward_time: 4.5468988419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146056175
validation[          , genome  3772] predictions:    9566/  10000 (95.66%), best:    9573/10000 (95.73%), error:      1403.58936, best error:      1363.94666 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.6325988770s, input_fired_time: 0.3622939885, output_fired_time: 0.3578515649, propagate_forward_time: 23.4822597504, propagate_backward_time: 33.0497398376, weight_update_time: 0.1461114585, other_time: 2.3804512024
epoch time: 5.2789130211s, input_fired_time: 0.0474317484, output_fired_time: 0.0000000000, propagate_forward_time: 4.7984056473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330754280
validation[          , genome  3772] predictions:    9587/  10000 (95.87%), best:    9573/10000 (95.73%), error:      1381.00854, best error:      1363.94666 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.9815902710s, input_fired_time: 0.3555444181, output_fired_time: 0.3565343320, propagate_forward_time: 23.6879138947, propagate_backward_time: 33.2381629944, weight_update_time: 0.1430816650, other_time: 2.3434333801
epoch time: 4.9431815147s, input_fired_time: 0.0451349393, output_fired_time: 0.0000000000, propagate_forward_time: 4.4755020142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225444794
validation[          , genome  3772] predictions:    9521/  10000 (95.21%), best:    9573/10000 (95.73%), error:      1643.66223, best error:      1363.94666 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.4022483826s, input_fired_time: 0.3639572263, output_fired_time: 0.3579183817, propagate_forward_time: 23.9354324341, propagate_backward_time: 33.3681259155, weight_update_time: 0.1450339854, other_time: 2.3768157959
epoch time: 5.1531968117s, input_fired_time: 0.0462980568, output_fired_time: 0.0000000000, propagate_forward_time: 4.6857843399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211144447
validation[          , genome  3772] predictions:    9584/  10000 (95.84%), best:    9573/10000 (95.73%), error:      1422.13843, best error:      1363.94666 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.8706130981s, input_fired_time: 0.3649950624, output_fired_time: 0.3614336848, propagate_forward_time: 24.1092567444, propagate_backward_time: 33.6829986572, weight_update_time: 0.1464354545, other_time: 2.3519287109
epoch time: 5.3128824234s, input_fired_time: 0.0472836122, output_fired_time: 0.0000000000, propagate_forward_time: 4.8274669647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381318092
validation[          , genome  3772] predictions:    9576/  10000 (95.76%), best:    9573/10000 (95.73%), error:      1408.22253, best error:      1363.94666 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 60.3561134338s, input_fired_time: 0.3603770435, output_fired_time: 0.3592865467, propagate_forward_time: 23.8178939819, propagate_backward_time: 33.4926147461, weight_update_time: 0.1440279335, other_time: 2.3259391785
epoch time: 5.4013609886s, input_fired_time: 0.0461717471, output_fired_time: 0.0000000000, propagate_forward_time: 4.9306626320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245266914
validation[          , genome  3772] predictions:    9570/  10000 (95.70%), best:    9573/10000 (95.73%), error:      1484.61890, best error:      1363.94666 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 60.5514907837s, input_fired_time: 0.3653397262, output_fired_time: 0.3607897162, propagate_forward_time: 24.0394191742, propagate_backward_time: 33.4216728210, weight_update_time: 0.1444491893, other_time: 2.3642692566
epoch time: 5.1827869415s, input_fired_time: 0.0467519984, output_fired_time: 0.0000000000, propagate_forward_time: 4.7285351753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074997902
validation[          , genome  3772] predictions:    9548/  10000 (95.48%), best:    9573/10000 (95.73%), error:      1446.87000, best error:      1363.94666 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.9221420288s, input_fired_time: 0.3605452776, output_fired_time: 0.3596733510, propagate_forward_time: 23.5636730194, propagate_backward_time: 33.2594337463, weight_update_time: 0.1460319310, other_time: 2.3788185120
epoch time: 5.4528398514s, input_fired_time: 0.0480258316, output_fired_time: 0.0000000000, propagate_forward_time: 4.9656138420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392004013
validation[          , genome  3772] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1351.88708, best error:      1351.88708 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.2306175232s, input_fired_time: 0.3606925607, output_fired_time: 0.3583075404, propagate_forward_time: 23.8528671265, propagate_backward_time: 33.3485527039, weight_update_time: 0.1442885846, other_time: 2.3101997375
epoch time: 5.5745763779s, input_fired_time: 0.0498415381, output_fired_time: 0.0000000000, propagate_forward_time: 5.0739893913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507455826
validation[          , genome  3772] predictions:    9546/  10000 (95.46%), best:    9589/10000 (95.89%), error:      1534.31982, best error:      1351.88708 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.1750297546s, input_fired_time: 0.3588019311, output_fired_time: 0.3555425406, propagate_forward_time: 23.8473186493, propagate_backward_time: 33.2416076660, weight_update_time: 0.1439939588, other_time: 2.3717575073
epoch time: 5.2199945450s, input_fired_time: 0.0453197025, output_fired_time: 0.0000000000, propagate_forward_time: 4.7675008774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071741104
validation[          , genome  3772] predictions:    9546/  10000 (95.46%), best:    9589/10000 (95.89%), error:      1490.64502, best error:      1351.88708 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.1920661926s, input_fired_time: 0.3635333478, output_fired_time: 0.3572301269, propagate_forward_time: 23.7810974121, propagate_backward_time: 33.2698287964, weight_update_time: 0.1479115486, other_time: 2.4203758240
epoch time: 5.1552557945s, input_fired_time: 0.0456981957, output_fired_time: 0.0000000000, propagate_forward_time: 4.7010159492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085416794
validation[          , genome  3772] predictions:    9555/  10000 (95.55%), best:    9589/10000 (95.89%), error:      1422.34021, best error:      1351.88708 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.0825195313s, input_fired_time: 0.3562778831, output_fired_time: 0.3573492765, propagate_forward_time: 23.1303596497, propagate_backward_time: 32.8323822021, weight_update_time: 0.1451185793, other_time: 2.4061508179
epoch time: 5.2098731995s, input_fired_time: 0.0456076041, output_fired_time: 0.0000000000, propagate_forward_time: 4.7410025597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232630730
validation[          , genome  3772] predictions:    9549/  10000 (95.49%), best:    9589/10000 (95.89%), error:      1450.03723, best error:      1351.88708 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 60.6982879639s, input_fired_time: 0.3643209040, output_fired_time: 0.3607059717, propagate_forward_time: 24.0295295715, propagate_backward_time: 33.5319290161, weight_update_time: 0.1450488120, other_time: 2.4118003845
epoch time: 5.3329877853s, input_fired_time: 0.0462387092, output_fired_time: 0.0000000000, propagate_forward_time: 4.8586511612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280977249
validation[          , genome  3772] predictions:    9582/  10000 (95.82%), best:    9589/10000 (95.89%), error:      1392.99316, best error:      1351.88708 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.3379936218s, input_fired_time: 0.3611266911, output_fired_time: 0.3601926863, propagate_forward_time: 23.9298362732, propagate_backward_time: 33.3247528076, weight_update_time: 0.1442520320, other_time: 2.3620872498
epoch time: 5.2546038628s, input_fired_time: 0.0495799892, output_fired_time: 0.0000000000, propagate_forward_time: 4.7798523903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251713753
validation[          , genome  3772] predictions:    9461/  10000 (94.61%), best:    9589/10000 (95.89%), error:      1742.94751, best error:      1351.88708 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.3208274841s, input_fired_time: 0.3581177890, output_fired_time: 0.3575094938, propagate_forward_time: 23.9117012024, propagate_backward_time: 33.3598632813, weight_update_time: 0.1438385844, other_time: 2.3336372375
epoch time: 5.3090772629s, input_fired_time: 0.0471349396, output_fired_time: 0.0000000000, propagate_forward_time: 4.8322839737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296584129
validation[          , genome  3772] predictions:    9576/  10000 (95.76%), best:    9589/10000 (95.89%), error:      1377.07922, best error:      1351.88708 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.6898956299s, input_fired_time: 0.3619217575, output_fired_time: 0.3565006256, propagate_forward_time: 23.5827674866, propagate_backward_time: 33.0100135803, weight_update_time: 0.1450129747, other_time: 2.3786926270
epoch time: 4.7196488380s, input_fired_time: 0.0456687585, output_fired_time: 0.0000000000, propagate_forward_time: 4.2340908051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398894310
validation[          , genome  3772] predictions:    9574/  10000 (95.74%), best:    9589/10000 (95.89%), error:      1397.26501, best error:      1351.88708 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 59.0679283142s, input_fired_time: 0.3639392853, output_fired_time: 0.3567405939, propagate_forward_time: 22.8995590210, propagate_backward_time: 32.9088706970, weight_update_time: 0.1447062790, other_time: 2.5388183594
epoch time: 5.2794728279s, input_fired_time: 0.0464212596, output_fired_time: 0.0000000000, propagate_forward_time: 4.8065891266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264626503
validation[          , genome  3772] predictions:    9579/  10000 (95.79%), best:    9589/10000 (95.89%), error:      1406.46985, best error:      1351.88708 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 59.5787467957s, input_fired_time: 0.3554043174, output_fired_time: 0.3539568782, propagate_forward_time: 23.3327007294, propagate_backward_time: 33.1512603760, weight_update_time: 0.1425950676, other_time: 2.3854217529
epoch time: 5.3516345024s, input_fired_time: 0.0464283824, output_fired_time: 0.0000000000, propagate_forward_time: 4.8733468056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318594933
validation[          , genome  3772] predictions:    9561/  10000 (95.61%), best:    9589/10000 (95.89%), error:      1405.48303, best error:      1351.88708 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.8936920166s, input_fired_time: 0.3583956063, output_fired_time: 0.3569522202, propagate_forward_time: 23.5896282196, propagate_backward_time: 33.2430152893, weight_update_time: 0.1457560658, other_time: 2.3456993103
epoch time: 5.3893141747s, input_fired_time: 0.0484137014, output_fired_time: 0.0000000000, propagate_forward_time: 4.8926982880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482021332
validation[          , genome  3772] predictions:    9541/  10000 (95.41%), best:    9589/10000 (95.89%), error:      1509.39966, best error:      1351.88708 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 59.7176208496s, input_fired_time: 0.3587335944, output_fired_time: 0.3562378883, propagate_forward_time: 23.5991306305, propagate_backward_time: 33.0572090149, weight_update_time: 0.1440435052, other_time: 2.3463096619
epoch time: 5.0652546883s, input_fired_time: 0.0453353077, output_fired_time: 0.0000000000, propagate_forward_time: 4.6117687225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081506729
validation[          , genome  3772] predictions:    9570/  10000 (95.70%), best:    9589/10000 (95.89%), error:      1427.55627, best error:      1351.88708 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.2133293152s, input_fired_time: 0.3573279679, output_fired_time: 0.3539819121, propagate_forward_time: 23.3658390045, propagate_backward_time: 32.7951927185, weight_update_time: 0.1434252709, other_time: 2.3409919739
epoch time: 5.2552461624s, input_fired_time: 0.0465645194, output_fired_time: 0.0000000000, propagate_forward_time: 4.7881731987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205083847
validation[          , genome  3772] predictions:    9562/  10000 (95.62%), best:    9589/10000 (95.89%), error:      1458.58252, best error:      1351.88708 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.8461303711s, input_fired_time: 0.3673604727, output_fired_time: 0.3637836576, propagate_forward_time: 24.0679721832, propagate_backward_time: 33.6299934387, weight_update_time: 0.1460043937, other_time: 2.4170188904
epoch time: 5.1269354820s, input_fired_time: 0.0460455008, output_fired_time: 0.0000000000, propagate_forward_time: 4.6630563736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178338051
validation[          , genome  3772] predictions:    9551/  10000 (95.51%), best:    9589/10000 (95.89%), error:      1469.86414, best error:      1351.88708 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.1622390747s, input_fired_time: 0.3680610657, output_fired_time: 0.3580218554, propagate_forward_time: 23.8101634979, propagate_backward_time: 33.1990432739, weight_update_time: 0.1469470412, other_time: 2.4269485474
epoch time: 5.2688927650s, input_fired_time: 0.0462431945, output_fired_time: 0.0000000000, propagate_forward_time: 4.7990899086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235596657
validation[          , genome  3772] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1415.24719, best error:      1351.88708 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.5575866699s, input_fired_time: 0.3562260270, output_fired_time: 0.3593899608, propagate_forward_time: 23.3737545013, propagate_backward_time: 33.0973854065, weight_update_time: 0.1436800808, other_time: 2.3708305359
epoch time: 5.3404941559s, input_fired_time: 0.0469313972, output_fired_time: 0.0000000000, propagate_forward_time: 4.8645915985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289712906
validation[          , genome  3772] predictions:    9578/  10000 (95.78%), best:    9589/10000 (95.89%), error:      1431.36169, best error:      1351.88708 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.9507980347s, input_fired_time: 0.3660134077, output_fired_time: 0.3648057580, propagate_forward_time: 24.0199050903, propagate_backward_time: 33.8122138977, weight_update_time: 0.1475915909, other_time: 2.3878593445
epoch time: 5.2513847351s, input_fired_time: 0.0461494662, output_fired_time: 0.0000000000, propagate_forward_time: 4.7782368660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269986153
validation[          , genome  3772] predictions:    9552/  10000 (95.52%), best:    9589/10000 (95.89%), error:      1548.53723, best error:      1351.88708 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 59.9921150208s, input_fired_time: 0.3558658957, output_fired_time: 0.3548863232, propagate_forward_time: 23.7154197693, propagate_backward_time: 33.2683410645, weight_update_time: 0.1416021436, other_time: 2.2976036072
epoch time: 5.5518040657s, input_fired_time: 0.0509327874, output_fired_time: 0.0000000000, propagate_forward_time: 5.0519256592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489455223
validation[          , genome  3772] predictions:    9565/  10000 (95.65%), best:    9589/10000 (95.89%), error:      1428.34961, best error:      1351.88708 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.0256309509s, input_fired_time: 0.3710435331, output_fired_time: 0.3630005121, propagate_forward_time: 24.1848373413, propagate_backward_time: 33.7077140808, weight_update_time: 0.1457096934, other_time: 2.3990364075
epoch time: 5.2413482666s, input_fired_time: 0.0454473644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7877001762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082007408
validation[          , genome  3772] predictions:    9562/  10000 (95.62%), best:    9589/10000 (95.89%), error:      1464.51294, best error:      1351.88708 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 59.7927932739s, input_fired_time: 0.3599173427, output_fired_time: 0.3568929732, propagate_forward_time: 23.6018428802, propagate_backward_time: 33.0977821350, weight_update_time: 0.1452670097, other_time: 2.3763618469
epoch time: 5.0401792526s, input_fired_time: 0.0443275161, output_fired_time: 0.0000000000, propagate_forward_time: 4.5844173431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114341736
validation[          , genome  3772] predictions:    9581/  10000 (95.81%), best:    9589/10000 (95.89%), error:      1384.72144, best error:      1351.88708 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 59.6267662048s, input_fired_time: 0.3617152870, output_fired_time: 0.3551607728, propagate_forward_time: 23.6316871643, propagate_backward_time: 32.9198417664, weight_update_time: 0.1453888118, other_time: 2.3583641052
epoch time: 5.2265386581s, input_fired_time: 0.0466190055, output_fired_time: 0.0000000000, propagate_forward_time: 4.7708616257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090580940
validation[          , genome  3772] predictions:    9595/  10000 (95.95%), best:    9589/10000 (95.89%), error:      1367.75708, best error:      1351.88708 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 59.5667877197s, input_fired_time: 0.3621537685, output_fired_time: 0.3587492406, propagate_forward_time: 23.4042778015, propagate_backward_time: 33.1124839783, weight_update_time: 0.1444184184, other_time: 2.3291244507
epoch time: 5.2361288071s, input_fired_time: 0.0466015749, output_fired_time: 0.0000000000, propagate_forward_time: 4.7663226128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232044220
validation[          , genome  3772] predictions:    9568/  10000 (95.68%), best:    9589/10000 (95.89%), error:      1426.08582, best error:      1351.88708 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.3246574402s, input_fired_time: 0.3631761372, output_fired_time: 0.3586829007, propagate_forward_time: 23.9231147766, propagate_backward_time: 33.3364944458, weight_update_time: 0.1449258327, other_time: 2.3431892395
epoch time: 5.2058467865s, input_fired_time: 0.0456593707, output_fired_time: 0.0000000000, propagate_forward_time: 4.7427740097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174132347
validation[          , genome  3772] predictions:    9543/  10000 (95.43%), best:    9589/10000 (95.89%), error:      1594.67822, best error:      1351.88708 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.1528358459s, input_fired_time: 0.3709699512, output_fired_time: 0.3629345596, propagate_forward_time: 24.2241172791, propagate_backward_time: 33.7714920044, weight_update_time: 0.1479775608, other_time: 2.4233207703
epoch time: 5.3065824509s, input_fired_time: 0.0478289723, output_fired_time: 0.0000000000, propagate_forward_time: 4.8464193344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123339653
validation[          , genome  3772] predictions:    9548/  10000 (95.48%), best:    9589/10000 (95.89%), error:      1513.94800, best error:      1351.88708 on epoch:    76, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 26.1958942413s, input_fired_time: 0.2324410677, output_fired_time: 0.0000000000, propagate_forward_time: 23.8099880219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1534652710
best training[          , genome  3772] predictions:   48866/  50000 (97.73%), best:    9589/10000 (95.89%), error:      4140.96924, best error:      1351.88708 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2548384666s, input_fired_time: 0.0457659923, output_fired_time: 0.0000000000, propagate_forward_time: 4.7990040779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100685120
   testing[          , genome  3772] predictions:    9636/  10000 (96.36%), best:    9589/10000 (95.89%), error:      1208.53564, best error:      1351.88708 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:35:32 (684): called boinc_finish(0)

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