Nameexact_genome_1512568488_43_2997_1
Workunit2586263
Created7 Dec 2017, 2:30:56 UTC
Sent7 Dec 2017, 2:37:17 UTC
Report deadline10 Dec 2017, 21:47:37 UTC
Received7 Dec 2017, 20:00:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 7 min 53 sec
CPU time2 hours 4 min 54 sec
Validate stateValid
Credit949.71
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.11 MB
Peak swap size155.89 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0757207572, output_fired_time: 0.0000000000, propagate_forward_time: 5.2720503807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427003860
validation[          , genome  2997] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1740.49768, best error:      1740.49768 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.4541473389s, input_fired_time: 0.5794410110, output_fired_time: 0.5911433101, propagate_forward_time: 26.6193008423, propagate_backward_time: 38.2391700745, weight_update_time: 0.1331949383, other_time: 2.4250984192
epoch time: 5.8970975876s, input_fired_time: 0.0735939816, output_fired_time: 0.0000000000, propagate_forward_time: 5.3930144310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304890633
validation[          , genome  2997] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1710.78015, best error:      1710.78015 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.5615844727s, input_fired_time: 0.5905962586, output_fired_time: 0.5950637460, propagate_forward_time: 26.6560611725, propagate_backward_time: 38.2567520142, weight_update_time: 0.1343927979, other_time: 2.4631118774
epoch time: 5.9373526573s, input_fired_time: 0.0758269802, output_fired_time: 0.0000000000, propagate_forward_time: 5.4180607796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434647560
validation[          , genome  2997] predictions:    9444/  10000 (94.44%), best:    9520/10000 (95.20%), error:      1888.78735, best error:      1710.78015 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.2249984741s, input_fired_time: 0.5901482105, output_fired_time: 0.5967504978, propagate_forward_time: 26.8481121063, propagate_backward_time: 38.7073593140, weight_update_time: 0.1350566596, other_time: 2.4826278687
epoch time: 5.8230667114s, input_fired_time: 0.0729222968, output_fired_time: 0.0000000000, propagate_forward_time: 5.3065881729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435563087
validation[          , genome  2997] predictions:    9528/  10000 (95.28%), best:    9520/10000 (95.20%), error:      1710.95081, best error:      1710.78015 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.3242721558s, input_fired_time: 0.5745134950, output_fired_time: 0.5835864544, propagate_forward_time: 25.2504558563, propagate_backward_time: 37.1862220764, weight_update_time: 0.1344147027, other_time: 2.7294883728
epoch time: 5.5614566803s, input_fired_time: 0.0723228380, output_fired_time: 0.0000000000, propagate_forward_time: 5.0594720840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296617508
validation[          , genome  2997] predictions:    9508/  10000 (95.08%), best:    9520/10000 (95.20%), error:      1723.70239, best error:      1710.78015 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.8586502075s, input_fired_time: 0.5833395123, output_fired_time: 0.5904313922, propagate_forward_time: 26.7041740417, propagate_backward_time: 38.5336914063, weight_update_time: 0.1340577900, other_time: 2.4470176697
epoch time: 5.9369063377s, input_fired_time: 0.0740943626, output_fired_time: 0.0000000000, propagate_forward_time: 5.4207124710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420995712
validation[          , genome  2997] predictions:    9467/  10000 (94.67%), best:    9520/10000 (95.20%), error:      1849.34094, best error:      1710.78015 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.2616882324s, input_fired_time: 0.5821139216, output_fired_time: 0.5874168873, propagate_forward_time: 26.4492015839, propagate_backward_time: 38.1882286072, weight_update_time: 0.1343304366, other_time: 2.4547233582
epoch time: 5.8145699501s, input_fired_time: 0.0739514679, output_fired_time: 0.0000000000, propagate_forward_time: 5.2987804413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418382645
validation[          , genome  2997] predictions:    9488/  10000 (94.88%), best:    9520/10000 (95.20%), error:      1758.21790, best error:      1710.78015 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.8626098633s, input_fired_time: 0.5754138231, output_fired_time: 0.5816285610, propagate_forward_time: 25.6186351776, propagate_backward_time: 37.5836753845, weight_update_time: 0.1336509734, other_time: 2.5032539368
epoch time: 5.9390845299s, input_fired_time: 0.0744375512, output_fired_time: 0.0000000000, propagate_forward_time: 5.4191632271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454836845
validation[          , genome  2997] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1671.59399, best error:      1671.59399 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.1063690186s, input_fired_time: 0.5935761333, output_fired_time: 0.5941826105, propagate_forward_time: 26.7562217712, propagate_backward_time: 38.6807250977, weight_update_time: 0.1356386095, other_time: 2.4816627502
epoch time: 5.4977097511s, input_fired_time: 0.0714957342, output_fired_time: 0.0000000000, propagate_forward_time: 4.9815034866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447107315
validation[          , genome  2997] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1651.89880, best error:      1651.89880 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.9234695435s, input_fired_time: 0.5819132924, output_fired_time: 0.5936923027, propagate_forward_time: 26.7503395081, propagate_backward_time: 38.5956573486, weight_update_time: 0.1334064305, other_time: 2.4018669128
epoch time: 5.9320683479s, input_fired_time: 0.0744996145, output_fired_time: 0.0000000000, propagate_forward_time: 5.4213404655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362282753
validation[          , genome  2997] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1607.36304, best error:      1607.36304 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.3397598267s, input_fired_time: 0.5812633038, output_fired_time: 0.5929112434, propagate_forward_time: 26.4730186462, propagate_backward_time: 38.2477493286, weight_update_time: 0.1336823255, other_time: 2.4448204041
epoch time: 5.8984446526s, input_fired_time: 0.0742688328, output_fired_time: 0.0000000000, propagate_forward_time: 5.3847756386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394001961
validation[          , genome  2997] predictions:    9524/  10000 (95.24%), best:    9526/10000 (95.26%), error:      1652.94873, best error:      1607.36304 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.8447723389s, input_fired_time: 0.5742260218, output_fired_time: 0.5879148841, propagate_forward_time: 25.6326580048, propagate_backward_time: 37.5851669312, weight_update_time: 0.1324864924, other_time: 2.4648056030
epoch time: 5.8078532219s, input_fired_time: 0.0738189444, output_fired_time: 0.0000000000, propagate_forward_time: 5.3066201210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274139404
validation[          , genome  2997] predictions:    9473/  10000 (94.73%), best:    9526/10000 (95.26%), error:      1754.15930, best error:      1607.36304 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.1331024170s, input_fired_time: 0.5906084776, output_fired_time: 0.5928117633, propagate_forward_time: 26.7387256622, propagate_backward_time: 38.7329559326, weight_update_time: 0.1374935955, other_time: 2.4780044556
epoch time: 6.1977982521s, input_fired_time: 0.0786482468, output_fired_time: 0.0000000000, propagate_forward_time: 5.6658349037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533152580
validation[          , genome  2997] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1595.39648, best error:      1595.39648 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.7283020020s, input_fired_time: 0.5879266858, output_fired_time: 0.5983145833, propagate_forward_time: 27.0012893677, propagate_backward_time: 39.1254959106, weight_update_time: 0.1339853853, other_time: 2.4152755737
epoch time: 5.8151760101s, input_fired_time: 0.0727053359, output_fired_time: 0.0000000000, propagate_forward_time: 5.3004145622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420561790
validation[          , genome  2997] predictions:    9537/  10000 (95.37%), best:    9523/10000 (95.23%), error:      1666.55920, best error:      1595.39648 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.4300842285s, input_fired_time: 0.5827223659, output_fired_time: 0.5929465890, propagate_forward_time: 25.8176021576, propagate_backward_time: 37.9242172241, weight_update_time: 0.1339915246, other_time: 2.5125885010
epoch time: 6.0588421822s, input_fired_time: 0.0775163397, output_fired_time: 0.0000000000, propagate_forward_time: 5.5273885727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539370537
validation[          , genome  2997] predictions:    9506/  10000 (95.06%), best:    9523/10000 (95.23%), error:      1621.06860, best error:      1595.39648 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.4887161255s, input_fired_time: 0.5865143538, output_fired_time: 0.5933822393, propagate_forward_time: 26.5876102448, propagate_backward_time: 38.3044929504, weight_update_time: 0.1342616975, other_time: 2.4167137146
epoch time: 5.3174414635s, input_fired_time: 0.0740184486, output_fired_time: 0.0000000000, propagate_forward_time: 4.7716579437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717650414
validation[          , genome  2997] predictions:    9533/  10000 (95.33%), best:    9523/10000 (95.23%), error:      1669.83606, best error:      1595.39648 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.9001998901s, input_fired_time: 0.5902890563, output_fired_time: 0.5909946561, propagate_forward_time: 26.6970348358, propagate_backward_time: 38.5722999573, weight_update_time: 0.1350629181, other_time: 2.4495811462
epoch time: 5.9135942459s, input_fired_time: 0.0748526454, output_fired_time: 0.0000000000, propagate_forward_time: 5.3977742195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409675598
validation[          , genome  2997] predictions:    9530/  10000 (95.30%), best:    9523/10000 (95.23%), error:      1623.21741, best error:      1595.39648 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.2002487183s, input_fired_time: 0.5833885074, output_fired_time: 0.5868064761, propagate_forward_time: 26.4337959290, propagate_backward_time: 38.1512641907, weight_update_time: 0.1331646591, other_time: 2.4449920654
epoch time: 5.7916240692s, input_fired_time: 0.0740385503, output_fired_time: 0.0000000000, propagate_forward_time: 5.2897992134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277863503
validation[          , genome  2997] predictions:    9407/  10000 (94.07%), best:    9523/10000 (95.23%), error:      1934.62292, best error:      1595.39648 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 68.2844772339s, input_fired_time: 0.5778264999, output_fired_time: 0.5875005722, propagate_forward_time: 26.4694881439, propagate_backward_time: 38.2498016357, weight_update_time: 0.1321585178, other_time: 2.3998565674
epoch time: 5.7991857529s, input_fired_time: 0.0736162961, output_fired_time: 0.0000000000, propagate_forward_time: 5.2950134277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305558205
validation[          , genome  2997] predictions:    9443/  10000 (94.43%), best:    9523/10000 (95.23%), error:      1862.34155, best error:      1595.39648 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.7350921631s, input_fired_time: 0.5776057839, output_fired_time: 0.5837488770, propagate_forward_time: 25.6298751831, propagate_backward_time: 37.4452705383, weight_update_time: 0.1324360073, other_time: 2.4985923767
epoch time: 5.9595241547s, input_fired_time: 0.0778082758, output_fired_time: 0.0000000000, propagate_forward_time: 5.4351644516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465513229
validation[          , genome  2997] predictions:    9539/  10000 (95.39%), best:    9523/10000 (95.23%), error:      1606.38953, best error:      1595.39648 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.9365539551s, input_fired_time: 0.5791311264, output_fired_time: 0.5817901492, propagate_forward_time: 26.3392772675, propagate_backward_time: 38.0495567322, weight_update_time: 0.1318483800, other_time: 2.3867988586
epoch time: 5.9097661972s, input_fired_time: 0.0779756159, output_fired_time: 0.0000000000, propagate_forward_time: 5.3892598152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425306320
validation[          , genome  2997] predictions:    9525/  10000 (95.25%), best:    9523/10000 (95.23%), error:      1605.92676, best error:      1595.39648 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 69.6451339722s, input_fired_time: 0.5942372680, output_fired_time: 0.5982360244, propagate_forward_time: 27.0244770050, propagate_backward_time: 38.9866828918, weight_update_time: 0.1379978955, other_time: 2.4415016174
epoch time: 5.7854461670s, input_fired_time: 0.0747937113, output_fired_time: 0.0000000000, propagate_forward_time: 5.2732024193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374499321
validation[          , genome  2997] predictions:    9529/  10000 (95.29%), best:    9523/10000 (95.23%), error:      1625.50781, best error:      1595.39648 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.0298690796s, input_fired_time: 0.5805973411, output_fired_time: 0.5868285894, propagate_forward_time: 25.6587085724, propagate_backward_time: 37.5729598999, weight_update_time: 0.1352224797, other_time: 2.6307754517
epoch time: 5.7005224228s, input_fired_time: 0.0736310333, output_fired_time: 0.0000000000, propagate_forward_time: 5.1931452751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337463379
validation[          , genome  2997] predictions:    9521/  10000 (95.21%), best:    9523/10000 (95.23%), error:      1621.22546, best error:      1595.39648 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.7726364136s, input_fired_time: 0.5912227631, output_fired_time: 0.5918704271, propagate_forward_time: 26.5813961029, propagate_backward_time: 38.5192909241, weight_update_time: 0.1352022886, other_time: 2.4888496399
epoch time: 5.8198504448s, input_fired_time: 0.0755368844, output_fired_time: 0.0000000000, propagate_forward_time: 5.3026018143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417119026
validation[          , genome  2997] predictions:    9500/  10000 (95.00%), best:    9523/10000 (95.23%), error:      1682.95093, best error:      1595.39648 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.3582992554s, input_fired_time: 0.5938283205, output_fired_time: 0.5877222419, propagate_forward_time: 26.5010375977, propagate_backward_time: 38.1968994141, weight_update_time: 0.1347467601, other_time: 2.4788131714
epoch time: 5.9720921516s, input_fired_time: 0.0791298375, output_fired_time: 0.0000000000, propagate_forward_time: 5.4460644722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468979836
validation[          , genome  2997] predictions:    9502/  10000 (95.02%), best:    9523/10000 (95.23%), error:      1646.49231, best error:      1595.39648 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.0046005249s, input_fired_time: 0.5906232595, output_fired_time: 0.5795643330, propagate_forward_time: 25.8773288727, propagate_backward_time: 37.5658683777, weight_update_time: 0.1309274733, other_time: 2.3912162781
epoch time: 5.9733309746s, input_fired_time: 0.0777269825, output_fired_time: 0.0000000000, propagate_forward_time: 5.4427499771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528541565
validation[          , genome  2997] predictions:    9464/  10000 (94.64%), best:    9523/10000 (95.23%), error:      1812.50464, best error:      1595.39648 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.9075241089s, input_fired_time: 0.5898170471, output_fired_time: 0.5878652930, propagate_forward_time: 26.1580505371, propagate_backward_time: 38.0293579102, weight_update_time: 0.1335417926, other_time: 2.5424270630
epoch time: 5.7868628502s, input_fired_time: 0.0744023100, output_fired_time: 0.0000000000, propagate_forward_time: 5.2835187912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289417267
validation[          , genome  2997] predictions:    9526/  10000 (95.26%), best:    9523/10000 (95.23%), error:      1641.88403, best error:      1595.39648 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.3696594238s, input_fired_time: 0.5910794735, output_fired_time: 0.5878753662, propagate_forward_time: 26.4600448608, propagate_backward_time: 38.2797660828, weight_update_time: 0.1344326735, other_time: 2.4508934021
epoch time: 5.7086148262s, input_fired_time: 0.0741367117, output_fired_time: 0.0000000000, propagate_forward_time: 5.2063012123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281768799
validation[          , genome  2997] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1593.78491, best error:      1593.78491 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 68.0208663940s, input_fired_time: 0.5899058580, output_fired_time: 0.5915147066, propagate_forward_time: 26.3418865204, propagate_backward_time: 38.0088272095, weight_update_time: 0.1362964362, other_time: 2.4887313843
epoch time: 5.9106783867s, input_fired_time: 0.0750834197, output_fired_time: 0.0000000000, propagate_forward_time: 5.4016466141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339485168
validation[          , genome  2997] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1582.94983, best error:      1582.94983 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 66.8159637451s, input_fired_time: 0.5800643563, output_fired_time: 0.5841102600, propagate_forward_time: 25.6575241089, propagate_backward_time: 37.4976425171, weight_update_time: 0.1341924667, other_time: 2.4966278076
epoch time: 6.0445837975s, input_fired_time: 0.0789281204, output_fired_time: 0.0000000000, propagate_forward_time: 5.5145573616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510984421
validation[          , genome  2997] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1531.60950, best error:      1531.60950 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.6907958984s, input_fired_time: 0.5866907835, output_fired_time: 0.5912191272, propagate_forward_time: 26.6562500000, propagate_backward_time: 38.4697036743, weight_update_time: 0.1317157894, other_time: 2.3869323730
epoch time: 5.8365526199s, input_fired_time: 0.0739452466, output_fired_time: 0.0000000000, propagate_forward_time: 5.3322639465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303436279
validation[          , genome  2997] predictions:    9455/  10000 (94.55%), best:    9547/10000 (95.47%), error:      1841.92200, best error:      1531.60950 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.2157592773s, input_fired_time: 0.5886817575, output_fired_time: 0.5889801383, propagate_forward_time: 26.3740959167, propagate_backward_time: 38.1854209900, weight_update_time: 0.1357233822, other_time: 2.4785766602
epoch time: 5.7915425301s, input_fired_time: 0.0736493021, output_fired_time: 0.0000000000, propagate_forward_time: 5.2842564583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336366653
validation[          , genome  2997] predictions:    9554/  10000 (95.54%), best:    9547/10000 (95.47%), error:      1537.52075, best error:      1531.60950 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.7894058228s, input_fired_time: 0.5783889890, output_fired_time: 0.5834026337, propagate_forward_time: 25.7258644104, propagate_backward_time: 37.4645538330, weight_update_time: 0.1339446753, other_time: 2.4371910095
epoch time: 5.8301124573s, input_fired_time: 0.0741135329, output_fired_time: 0.0000000000, propagate_forward_time: 5.3129663467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430327415
validation[          , genome  2997] predictions:    9555/  10000 (95.55%), best:    9547/10000 (95.47%), error:      1550.82483, best error:      1531.60950 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 68.9380493164s, input_fired_time: 0.6079425812, output_fired_time: 0.5946344137, propagate_forward_time: 26.6918506622, propagate_backward_time: 38.5181541443, weight_update_time: 0.1370490342, other_time: 2.5254707336
epoch time: 5.8080258369s, input_fired_time: 0.0747785047, output_fired_time: 0.0000000000, propagate_forward_time: 5.2941560745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390912056
validation[          , genome  2997] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1524.07300, best error:      1524.07300 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.0797271729s, input_fired_time: 0.5870737433, output_fired_time: 0.5889780521, propagate_forward_time: 26.2401199341, propagate_backward_time: 38.2146759033, weight_update_time: 0.1331664324, other_time: 2.4488754272
epoch time: 5.9412479401s, input_fired_time: 0.0760733485, output_fired_time: 0.0000000000, propagate_forward_time: 5.4297542572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354205132
validation[          , genome  2997] predictions:    9560/  10000 (95.60%), best:    9562/10000 (95.62%), error:      1524.47473, best error:      1524.07300 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.6066970825s, input_fired_time: 0.5872092247, output_fired_time: 0.5834084749, propagate_forward_time: 26.6145286560, propagate_backward_time: 38.4180450439, weight_update_time: 0.1332440674, other_time: 2.4034996033
epoch time: 5.8010215759s, input_fired_time: 0.0749227107, output_fired_time: 0.0000000000, propagate_forward_time: 5.2849841118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411149025
validation[          , genome  2997] predictions:    9530/  10000 (95.30%), best:    9562/10000 (95.62%), error:      1575.28406, best error:      1524.07300 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.4413604736s, input_fired_time: 0.5932888985, output_fired_time: 0.5928729773, propagate_forward_time: 26.4347095490, propagate_backward_time: 38.3722610474, weight_update_time: 0.1344227940, other_time: 2.4482269287
epoch time: 5.8066844940s, input_fired_time: 0.0758631453, output_fired_time: 0.0000000000, propagate_forward_time: 5.2938899994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369311333
validation[          , genome  2997] predictions:    9538/  10000 (95.38%), best:    9562/10000 (95.62%), error:      1573.23596, best error:      1524.07300 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.7230300903s, input_fired_time: 0.5882556438, output_fired_time: 0.5846588016, propagate_forward_time: 26.2612514496, propagate_backward_time: 37.8446578979, weight_update_time: 0.1330864429, other_time: 2.4442062378
epoch time: 5.8714122772s, input_fired_time: 0.0745491236, output_fired_time: 0.0000000000, propagate_forward_time: 5.3532853127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435777664
validation[          , genome  2997] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1529.58301, best error:      1524.07300 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.6578445435s, input_fired_time: 0.5867147446, output_fired_time: 0.5877177119, propagate_forward_time: 26.0914459229, propagate_backward_time: 37.8703231812, weight_update_time: 0.1332510412, other_time: 2.5216445923
epoch time: 6.0669226646s, input_fired_time: 0.0793302655, output_fired_time: 0.0000000000, propagate_forward_time: 5.5377449989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498472214
validation[          , genome  2997] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1514.84729, best error:      1514.84729 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.7453918457s, input_fired_time: 0.6004430652, output_fired_time: 0.5968898535, propagate_forward_time: 27.0419120789, propagate_backward_time: 39.0885620117, weight_update_time: 0.1347784698, other_time: 2.4175834656
epoch time: 5.8208580017s, input_fired_time: 0.0746705234, output_fired_time: 0.0000000000, propagate_forward_time: 5.3098549843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363327026
validation[          , genome  2997] predictions:    9528/  10000 (95.28%), best:    9562/10000 (95.62%), error:      1567.14050, best error:      1514.84729 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.9685134888s, input_fired_time: 0.5915774107, output_fired_time: 0.5859339833, propagate_forward_time: 25.5956611633, propagate_backward_time: 37.6086997986, weight_update_time: 0.1334255934, other_time: 2.5866394043
epoch time: 5.7694950104s, input_fired_time: 0.0744808316, output_fired_time: 0.0000000000, propagate_forward_time: 5.2655892372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294247627
validation[          , genome  2997] predictions:    9483/  10000 (94.83%), best:    9562/10000 (95.62%), error:      1734.89014, best error:      1514.84729 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.3235473633s, input_fired_time: 0.5973097682, output_fired_time: 0.5908319354, propagate_forward_time: 26.4260177612, propagate_backward_time: 38.2580909729, weight_update_time: 0.1332463026, other_time: 2.4512901306
epoch time: 5.8818898201s, input_fired_time: 0.0751074925, output_fired_time: 0.0000000000, propagate_forward_time: 5.3760471344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307351112
validation[          , genome  2997] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1508.90430, best error:      1508.90430 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 68.4998931885s, input_fired_time: 0.5935295224, output_fired_time: 0.5915495753, propagate_forward_time: 26.5611591339, propagate_backward_time: 38.3533172607, weight_update_time: 0.1324669570, other_time: 2.4003372192
epoch time: 5.9764947891s, input_fired_time: 0.0767071247, output_fired_time: 0.0000000000, propagate_forward_time: 5.4564733505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433145523
validation[          , genome  2997] predictions:    9394/  10000 (93.94%), best:    9555/10000 (95.55%), error:      2038.33911, best error:      1508.90430 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.9178314209s, input_fired_time: 0.5928643942, output_fired_time: 0.5934080482, propagate_forward_time: 26.7353916168, propagate_backward_time: 38.6002273560, weight_update_time: 0.1332779527, other_time: 2.3959426880
epoch time: 5.0521039963s, input_fired_time: 0.0738247484, output_fired_time: 0.0000000000, propagate_forward_time: 4.4804892540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977898598
validation[          , genome  2997] predictions:    9550/  10000 (95.50%), best:    9555/10000 (95.55%), error:      1583.51880, best error:      1508.90430 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.9857406616s, input_fired_time: 0.5895905495, output_fired_time: 0.5897454023, propagate_forward_time: 26.3711566925, propagate_backward_time: 37.9924697876, weight_update_time: 0.1323244870, other_time: 2.4427795410
epoch time: 5.6936364174s, input_fired_time: 0.0752722025, output_fired_time: 0.0000000000, propagate_forward_time: 5.1866517067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317126274
validation[          , genome  2997] predictions:    9557/  10000 (95.57%), best:    9555/10000 (95.55%), error:      1537.69189, best error:      1508.90430 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.7119979858s, input_fired_time: 0.5865915418, output_fired_time: 0.5840182304, propagate_forward_time: 26.2188911438, propagate_backward_time: 37.8975944519, weight_update_time: 0.1327375472, other_time: 2.4249038696
epoch time: 5.4605274200s, input_fired_time: 0.0748026967, output_fired_time: 0.0000000000, propagate_forward_time: 4.9217858315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639387131
validation[          , genome  2997] predictions:    9551/  10000 (95.51%), best:    9555/10000 (95.55%), error:      1563.84717, best error:      1508.90430 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.0047988892s, input_fired_time: 0.5856989622, output_fired_time: 0.5812782049, propagate_forward_time: 25.1029319763, propagate_backward_time: 37.0262298584, weight_update_time: 0.1328636855, other_time: 2.7086601257
epoch time: 5.9967513084s, input_fired_time: 0.0788272470, output_fired_time: 0.0000000000, propagate_forward_time: 5.4680294991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498944283
validation[          , genome  2997] predictions:    9549/  10000 (95.49%), best:    9555/10000 (95.55%), error:      1530.95300, best error:      1508.90430 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.9202880859s, input_fired_time: 0.5947519541, output_fired_time: 0.5890541077, propagate_forward_time: 26.1327476501, propagate_backward_time: 38.0577583313, weight_update_time: 0.1328936666, other_time: 2.5459747314
epoch time: 5.8067679405s, input_fired_time: 0.0758765191, output_fired_time: 0.0000000000, propagate_forward_time: 5.2907080650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401831627
validation[          , genome  2997] predictions:    9506/  10000 (95.06%), best:    9555/10000 (95.55%), error:      1655.55994, best error:      1508.90430 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.8959197998s, input_fired_time: 0.5956615806, output_fired_time: 0.5923079252, propagate_forward_time: 26.7334709167, propagate_backward_time: 38.5225410461, weight_update_time: 0.1339858919, other_time: 2.4519348145
epoch time: 5.9109525681s, input_fired_time: 0.0752935931, output_fired_time: 0.0000000000, propagate_forward_time: 5.4054279327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302310944
validation[          , genome  2997] predictions:    9544/  10000 (95.44%), best:    9555/10000 (95.55%), error:      1551.73035, best error:      1508.90430 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.7868194580s, input_fired_time: 0.5934022665, output_fired_time: 0.5881463289, propagate_forward_time: 26.7022724152, propagate_backward_time: 38.4600372314, weight_update_time: 0.1342161745, other_time: 2.4429626465
epoch time: 5.9764075279s, input_fired_time: 0.0777778849, output_fired_time: 0.0000000000, propagate_forward_time: 5.4563660622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422636032
validation[          , genome  2997] predictions:    9543/  10000 (95.43%), best:    9555/10000 (95.55%), error:      1560.63367, best error:      1508.90430 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.6069869995s, input_fired_time: 0.5853254199, output_fired_time: 0.5846774578, propagate_forward_time: 26.1333732605, propagate_backward_time: 37.9117317200, weight_update_time: 0.1327057034, other_time: 2.3918762207
epoch time: 5.8374500275s, input_fired_time: 0.0761595219, output_fired_time: 0.0000000000, propagate_forward_time: 5.3280878067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332027435
validation[          , genome  2997] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1479.20911, best error:      1479.20911 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.1171264648s, input_fired_time: 0.6039412022, output_fired_time: 0.5950136185, propagate_forward_time: 26.8012313843, propagate_backward_time: 38.6863365173, weight_update_time: 0.1347151250, other_time: 2.4305992126
epoch time: 5.8237805367s, input_fired_time: 0.0755645335, output_fired_time: 0.0000000000, propagate_forward_time: 5.3158416748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323744774
validation[          , genome  2997] predictions:    9521/  10000 (95.21%), best:    9581/10000 (95.81%), error:      1582.01831, best error:      1479.20911 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.8718338013s, input_fired_time: 0.6061405540, output_fired_time: 0.5935506225, propagate_forward_time: 26.7331619263, propagate_backward_time: 38.5086936951, weight_update_time: 0.1329820156, other_time: 2.4302864075
epoch time: 5.9718713760s, input_fired_time: 0.0777533278, output_fired_time: 0.0000000000, propagate_forward_time: 5.4458723068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482455254
validation[          , genome  2997] predictions:    9542/  10000 (95.42%), best:    9581/10000 (95.81%), error:      1573.17639, best error:      1479.20911 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.6021881104s, input_fired_time: 0.5932865739, output_fired_time: 0.5908451080, propagate_forward_time: 26.6193885803, propagate_backward_time: 38.3864402771, weight_update_time: 0.1342584491, other_time: 2.4122314453
epoch time: 5.8122997284s, input_fired_time: 0.0759684741, output_fired_time: 0.0000000000, propagate_forward_time: 5.2961735725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401578903
validation[          , genome  2997] predictions:    9563/  10000 (95.63%), best:    9581/10000 (95.81%), error:      1525.88232, best error:      1479.20911 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.1533966064s, input_fired_time: 0.5886117220, output_fired_time: 0.5916005373, propagate_forward_time: 26.3445510864, propagate_backward_time: 38.1688270569, weight_update_time: 0.1341800094, other_time: 2.4598045349
epoch time: 5.8485369682s, input_fired_time: 0.0758850276, output_fired_time: 0.0000000000, propagate_forward_time: 5.3324952126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401569366
validation[          , genome  2997] predictions:    9568/  10000 (95.68%), best:    9581/10000 (95.81%), error:      1493.82288, best error:      1479.20911 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.5063247681s, input_fired_time: 0.5891002417, output_fired_time: 0.5856012702, propagate_forward_time: 25.3846321106, propagate_backward_time: 37.3738746643, weight_update_time: 0.1335863918, other_time: 2.5731124878
epoch time: 5.9910464287s, input_fired_time: 0.0783969983, output_fired_time: 0.0000000000, propagate_forward_time: 5.4659018517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467477798
validation[          , genome  2997] predictions:    9566/  10000 (95.66%), best:    9581/10000 (95.81%), error:      1501.70496, best error:      1479.20911 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.8232345581s, input_fired_time: 0.5941532850, output_fired_time: 0.5887247920, propagate_forward_time: 26.1473617554, propagate_backward_time: 38.0240745544, weight_update_time: 0.1331245154, other_time: 2.4689216614
epoch time: 6.2071466446s, input_fired_time: 0.0815369114, output_fired_time: 0.0000000000, propagate_forward_time: 5.6717181206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538917542
validation[          , genome  2997] predictions:    9549/  10000 (95.49%), best:    9581/10000 (95.81%), error:      1575.23730, best error:      1479.20911 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 69.3078689575s, input_fired_time: 0.6053199172, output_fired_time: 0.5931953788, propagate_forward_time: 26.8763675690, propagate_backward_time: 38.8150711060, weight_update_time: 0.1354033947, other_time: 2.4179229736
epoch time: 5.8196296692s, input_fired_time: 0.0762335956, output_fired_time: 0.0000000000, propagate_forward_time: 5.3032059669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401903152
validation[          , genome  2997] predictions:    9547/  10000 (95.47%), best:    9581/10000 (95.81%), error:      1608.36377, best error:      1479.20911 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.2509155273s, input_fired_time: 0.6007739902, output_fired_time: 0.5912110806, propagate_forward_time: 26.3139610291, propagate_backward_time: 38.2396011353, weight_update_time: 0.1351212412, other_time: 2.5053672791
epoch time: 6.0814185143s, input_fired_time: 0.0781671032, output_fired_time: 0.0000000000, propagate_forward_time: 5.5520200729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512314796
validation[          , genome  2997] predictions:    9535/  10000 (95.35%), best:    9581/10000 (95.81%), error:      1592.20532, best error:      1479.20911 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 66.8596878052s, input_fired_time: 0.5937976837, output_fired_time: 0.5850526094, propagate_forward_time: 25.6284008026, propagate_backward_time: 37.5115890503, weight_update_time: 0.1331399530, other_time: 2.5408477783
epoch time: 5.9136309624s, input_fired_time: 0.0789191872, output_fired_time: 0.0000000000, propagate_forward_time: 5.3847489357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499626160
validation[          , genome  2997] predictions:    9563/  10000 (95.63%), best:    9581/10000 (95.81%), error:      1505.75977, best error:      1479.20911 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.2786788940s, input_fired_time: 0.6008496284, output_fired_time: 0.5960076451, propagate_forward_time: 26.3712005615, propagate_backward_time: 38.2137985229, weight_update_time: 0.1349132955, other_time: 2.4968185425
epoch time: 6.0118675232s, input_fired_time: 0.0790388212, output_fired_time: 0.0000000000, propagate_forward_time: 5.4891519547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436769485
validation[          , genome  2997] predictions:    9516/  10000 (95.16%), best:    9581/10000 (95.81%), error:      1680.09009, best error:      1479.20911 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.5761108398s, input_fired_time: 0.6049466729, output_fired_time: 0.5886849165, propagate_forward_time: 26.5157051086, propagate_backward_time: 38.3978958130, weight_update_time: 0.1340662092, other_time: 2.4688758850
epoch time: 5.8306460381s, input_fired_time: 0.0780657977, output_fired_time: 0.0000000000, propagate_forward_time: 5.3093771935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432029724
validation[          , genome  2997] predictions:    9557/  10000 (95.57%), best:    9581/10000 (95.81%), error:      1502.14807, best error:      1479.20911 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.3429870605s, input_fired_time: 0.5977888703, output_fired_time: 0.5896477103, propagate_forward_time: 26.5061378479, propagate_backward_time: 38.2082710266, weight_update_time: 0.1340014637, other_time: 2.4411468506
epoch time: 5.8044352531s, input_fired_time: 0.0755453631, output_fired_time: 0.0000000000, propagate_forward_time: 5.3018078804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270820618
validation[          , genome  2997] predictions:    9572/  10000 (95.72%), best:    9581/10000 (95.81%), error:      1513.23218, best error:      1479.20911 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.6448593140s, input_fired_time: 0.5944501162, output_fired_time: 0.5875558257, propagate_forward_time: 26.1881523132, propagate_backward_time: 37.8610763550, weight_update_time: 0.1347816139, other_time: 2.4136238098
epoch time: 5.7077784538s, input_fired_time: 0.0767428651, output_fired_time: 0.0000000000, propagate_forward_time: 5.1814618111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495739937
validation[          , genome  2997] predictions:    9529/  10000 (95.29%), best:    9581/10000 (95.81%), error:      1597.68860, best error:      1479.20911 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.6864318848s, input_fired_time: 0.6062124968, output_fired_time: 0.5899243951, propagate_forward_time: 26.5706768036, propagate_backward_time: 38.4732284546, weight_update_time: 0.1364442855, other_time: 2.4463882446
epoch time: 5.9448261261s, input_fired_time: 0.0767102838, output_fired_time: 0.0000000000, propagate_forward_time: 5.4323492050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357666969
validation[          , genome  2997] predictions:    9515/  10000 (95.15%), best:    9581/10000 (95.81%), error:      1628.51660, best error:      1479.20911 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.9531097412s, input_fired_time: 0.5988888741, output_fired_time: 0.5914769769, propagate_forward_time: 26.7070980072, propagate_backward_time: 38.6578903198, weight_update_time: 0.1333417594, other_time: 2.3977508545
epoch time: 5.9007358551s, input_fired_time: 0.0775899962, output_fired_time: 0.0000000000, propagate_forward_time: 5.3799333572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432125092
validation[          , genome  2997] predictions:    9570/  10000 (95.70%), best:    9581/10000 (95.81%), error:      1492.08118, best error:      1479.20911 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.8549118042s, input_fired_time: 0.6031453609, output_fired_time: 0.5904957056, propagate_forward_time: 26.7052059174, propagate_backward_time: 38.4912300110, weight_update_time: 0.1356658936, other_time: 2.4648399353
epoch time: 5.9042916298s, input_fired_time: 0.0771351829, output_fired_time: 0.0000000000, propagate_forward_time: 5.3955812454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315752983
validation[          , genome  2997] predictions:    9544/  10000 (95.44%), best:    9581/10000 (95.81%), error:      1568.77173, best error:      1479.20911 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.2609100342s, input_fired_time: 0.6033584476, output_fired_time: 0.5918387175, propagate_forward_time: 26.4315013885, propagate_backward_time: 38.1726722717, weight_update_time: 0.1343504936, other_time: 2.4615440369
epoch time: 5.7887187004s, input_fired_time: 0.0758220926, output_fired_time: 0.0000000000, propagate_forward_time: 5.2732996941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395971298
validation[          , genome  2997] predictions:    9563/  10000 (95.63%), best:    9581/10000 (95.81%), error:      1523.72766, best error:      1479.20911 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.0849914551s, input_fired_time: 0.5963911414, output_fired_time: 0.5867364407, propagate_forward_time: 26.3430118561, propagate_backward_time: 38.1313552856, weight_update_time: 0.1339282542, other_time: 2.4274978638
epoch time: 5.8632926941s, input_fired_time: 0.0784505233, output_fired_time: 0.0000000000, propagate_forward_time: 5.3482017517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366402626
validation[          , genome  2997] predictions:    9531/  10000 (95.31%), best:    9581/10000 (95.81%), error:      1583.95593, best error:      1479.20911 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.7182235718s, input_fired_time: 0.6015866995, output_fired_time: 0.5951423645, propagate_forward_time: 26.6745052338, propagate_backward_time: 38.4454994202, weight_update_time: 0.1348909289, other_time: 2.4014930725
epoch time: 6.1475253105s, input_fired_time: 0.0810825601, output_fired_time: 0.0000000000, propagate_forward_time: 5.6179385185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485044479
validation[          , genome  2997] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1460.82617, best error:      1460.82617 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.8819274902s, input_fired_time: 0.6028209925, output_fired_time: 0.5937870741, propagate_forward_time: 26.6971130371, propagate_backward_time: 38.5248107910, weight_update_time: 0.1350285560, other_time: 2.4633941650
epoch time: 5.8238162994s, input_fired_time: 0.0770235881, output_fired_time: 0.0000000000, propagate_forward_time: 5.3067865372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400062561
validation[          , genome  2997] predictions:    9553/  10000 (95.53%), best:    9571/10000 (95.71%), error:      1542.06494, best error:      1460.82617 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.6760253906s, input_fired_time: 0.5937408805, output_fired_time: 0.5805234909, propagate_forward_time: 25.6336555481, propagate_backward_time: 37.4279098511, weight_update_time: 0.1329146475, other_time: 2.4401969910
epoch time: 5.7833538055s, input_fired_time: 0.0769553408, output_fired_time: 0.0000000000, propagate_forward_time: 5.2781958580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282026291
validation[          , genome  2997] predictions:    9546/  10000 (95.46%), best:    9571/10000 (95.71%), error:      1583.89160, best error:      1460.82617 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.7578659058s, input_fired_time: 0.6014258265, output_fired_time: 0.5924682617, propagate_forward_time: 26.6575546265, propagate_backward_time: 38.4808998108, weight_update_time: 0.1328798532, other_time: 2.4255180359
epoch time: 6.2097458839s, input_fired_time: 0.0827344358, output_fired_time: 0.0000000000, propagate_forward_time: 5.6718182564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551930428
validation[          , genome  2997] predictions:    9541/  10000 (95.41%), best:    9571/10000 (95.71%), error:      1566.29993, best error:      1460.82617 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 66.1634140015s, input_fired_time: 0.5925890803, output_fired_time: 0.5827146769, propagate_forward_time: 25.1108608246, propagate_backward_time: 37.0751152039, weight_update_time: 0.1328364909, other_time: 2.8021278381
epoch time: 6.0602040291s, input_fired_time: 0.0811244845, output_fired_time: 0.0000000000, propagate_forward_time: 5.5296926498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493870735
validation[          , genome  2997] predictions:    9500/  10000 (95.00%), best:    9571/10000 (95.71%), error:      1626.46899, best error:      1460.82617 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.3582992554s, input_fired_time: 0.6037757397, output_fired_time: 0.5889147520, propagate_forward_time: 26.4447555542, propagate_backward_time: 38.2379455566, weight_update_time: 0.1340831369, other_time: 2.4829101563
epoch time: 5.8664765358s, input_fired_time: 0.0778323561, output_fired_time: 0.0000000000, propagate_forward_time: 5.3485989571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400453568
validation[          , genome  2997] predictions:    9547/  10000 (95.47%), best:    9571/10000 (95.71%), error:      1590.97021, best error:      1460.82617 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.5495300293s, input_fired_time: 0.6005532742, output_fired_time: 0.5898800492, propagate_forward_time: 26.5637779236, propagate_backward_time: 38.3651695251, weight_update_time: 0.1362269074, other_time: 2.4301452637
epoch time: 5.8211779594s, input_fired_time: 0.0784808844, output_fired_time: 0.0000000000, propagate_forward_time: 5.3118143082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308829308
validation[          , genome  2997] predictions:    9555/  10000 (95.55%), best:    9571/10000 (95.71%), error:      1514.67383, best error:      1460.82617 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.3642883301s, input_fired_time: 0.6048868299, output_fired_time: 0.5896807909, propagate_forward_time: 26.4506359100, propagate_backward_time: 38.2442092896, weight_update_time: 0.1380519420, other_time: 2.4748687744
epoch time: 5.8697385788s, input_fired_time: 0.0768370181, output_fired_time: 0.0000000000, propagate_forward_time: 5.3618807793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310207367
validation[          , genome  2997] predictions:    9559/  10000 (95.59%), best:    9571/10000 (95.71%), error:      1491.97815, best error:      1460.82617 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.9855880737s, input_fired_time: 0.5976144671, output_fired_time: 0.5862118006, propagate_forward_time: 26.3964881897, propagate_backward_time: 38.0253105164, weight_update_time: 0.1339866221, other_time: 2.3799591064
epoch time: 6.1858897209s, input_fired_time: 0.0827933475, output_fired_time: 0.0000000000, propagate_forward_time: 5.6518888474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512076378
validation[          , genome  2997] predictions:    9557/  10000 (95.57%), best:    9571/10000 (95.71%), error:      1529.19812, best error:      1460.82617 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.0901184082s, input_fired_time: 0.6040726900, output_fired_time: 0.5951535106, propagate_forward_time: 26.7637023926, propagate_backward_time: 38.7085266113, weight_update_time: 0.1340983212, other_time: 2.4186630249
epoch time: 5.6912446022s, input_fired_time: 0.0767526925, output_fired_time: 0.0000000000, propagate_forward_time: 5.1745123863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399795532
validation[          , genome  2997] predictions:    9572/  10000 (95.72%), best:    9571/10000 (95.71%), error:      1499.45337, best error:      1460.82617 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.8261871338s, input_fired_time: 0.6225412488, output_fired_time: 0.5967611670, propagate_forward_time: 26.6590766907, propagate_backward_time: 38.4309959412, weight_update_time: 0.1364308149, other_time: 2.5168075562
epoch time: 5.8712878227s, input_fired_time: 0.0773967355, output_fired_time: 0.0000000000, propagate_forward_time: 5.3653020859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285888672
validation[          , genome  2997] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1482.24817, best error:      1460.82617 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 69.3492126465s, input_fired_time: 0.6133444905, output_fired_time: 0.5994943976, propagate_forward_time: 26.9115581512, propagate_backward_time: 38.7817306519, weight_update_time: 0.1367013305, other_time: 2.4430847168
epoch time: 5.8813810349s, input_fired_time: 0.0774775222, output_fired_time: 0.0000000000, propagate_forward_time: 5.3743896484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295139313
validation[          , genome  2997] predictions:    9557/  10000 (95.57%), best:    9571/10000 (95.71%), error:      1503.92737, best error:      1460.82617 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.2865295410s, input_fired_time: 0.6036719680, output_fired_time: 0.5912169218, propagate_forward_time: 26.2158584595, propagate_backward_time: 38.3887519836, weight_update_time: 0.1336091310, other_time: 2.4870338440
epoch time: 5.7688674927s, input_fired_time: 0.0770227164, output_fired_time: 0.0000000000, propagate_forward_time: 5.2612595558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305853844
validation[          , genome  2997] predictions:    9579/  10000 (95.79%), best:    9571/10000 (95.71%), error:      1490.92102, best error:      1460.82617 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.4942245483s, input_fired_time: 0.6023008227, output_fired_time: 0.5847609639, propagate_forward_time: 26.1380672455, propagate_backward_time: 37.6999053955, weight_update_time: 0.1332864910, other_time: 2.4691848755
epoch time: 5.8437719345s, input_fired_time: 0.0814677253, output_fired_time: 0.0000000000, propagate_forward_time: 5.2931623459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691419601
validation[          , genome  2997] predictions:    9563/  10000 (95.63%), best:    9571/10000 (95.71%), error:      1515.85608, best error:      1460.82617 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.8837509155s, input_fired_time: 0.6147605777, output_fired_time: 0.5924746394, propagate_forward_time: 26.5833587646, propagate_backward_time: 38.5589561462, weight_update_time: 0.1354551166, other_time: 2.5341987610
epoch time: 5.5937485695s, input_fired_time: 0.0789914653, output_fired_time: 0.0000000000, propagate_forward_time: 5.0490531921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657039642
validation[          , genome  2997] predictions:    9565/  10000 (95.65%), best:    9571/10000 (95.71%), error:      1479.55334, best error:      1460.82617 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.8997268677s, input_fired_time: 0.6072372794, output_fired_time: 0.5928125381, propagate_forward_time: 26.7213516235, propagate_backward_time: 38.5496749878, weight_update_time: 0.1343991309, other_time: 2.4286499023
epoch time: 5.7026295662s, input_fired_time: 0.0770164654, output_fired_time: 0.0000000000, propagate_forward_time: 5.1947603226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308528900
validation[          , genome  2997] predictions:    9565/  10000 (95.65%), best:    9571/10000 (95.71%), error:      1515.45581, best error:      1460.82617 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.6162414551s, input_fired_time: 0.6009353399, output_fired_time: 0.5820221305, propagate_forward_time: 26.1861763000, propagate_backward_time: 37.8480720520, weight_update_time: 0.1325441152, other_time: 2.3990325928
epoch time: 5.0338573456s, input_fired_time: 0.0754475817, output_fired_time: 0.0000000000, propagate_forward_time: 4.4538540840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045557022
validation[          , genome  2997] predictions:    9556/  10000 (95.56%), best:    9571/10000 (95.71%), error:      1569.25757, best error:      1460.82617 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.5577468872s, input_fired_time: 0.6069297791, output_fired_time: 0.5927093625, propagate_forward_time: 26.5022659302, propagate_backward_time: 38.3531951904, weight_update_time: 0.1357989013, other_time: 2.5026473999
epoch time: 5.9112191200s, input_fired_time: 0.0804107636, output_fired_time: 0.0000000000, propagate_forward_time: 5.3882708549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425373077
validation[          , genome  2997] predictions:    9546/  10000 (95.46%), best:    9571/10000 (95.71%), error:      1535.80957, best error:      1460.82617 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: 29.9123992920s, input_fired_time: 0.3923087418, output_fired_time: 0.0000000000, propagate_forward_time: 27.1788673401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3412227631
best training[          , genome  2997] predictions:   48493/  50000 (96.99%), best:    9571/10000 (95.71%), error:      5406.00928, best error:      1460.82617 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: 5.9198970795s, input_fired_time: 0.0779345930, output_fired_time: 0.0000000000, propagate_forward_time: 5.3976459503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443163872
   testing[          , genome  2997] predictions:    9613/  10000 (96.13%), best:    9571/10000 (95.71%), error:      1327.55127, best error:      1460.82617 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:59:44 (4180): called boinc_finish(0)

</stderr_txt>
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