Nameexact_genome_1512568488_43_2634_0
Workunit2584460
Created7 Dec 2017, 0:50:05 UTC
Sent7 Dec 2017, 0:54:01 UTC
Report deadline10 Dec 2017, 16:24:20 UTC
Received7 Dec 2017, 4:47:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 3 min 2 sec
CPU time1 hours 59 min 19 sec
Validate stateValid
Credit911.52
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.16 MB
Peak swap size155.73 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0644821376, output_fired_time: 0.0000000000, propagate_forward_time: 4.6411309242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497003555
validation[          , genome  2634] predictions:    9488/  10000 (94.88%), best:    9529/10000 (95.29%), error:      1718.60535, best error:      1582.26648 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.9181442261s, input_fired_time: 0.5147035122, output_fired_time: 0.5201411843, propagate_forward_time: 25.1048221588, propagate_backward_time: 36.3736839294, weight_update_time: 0.1418447942, other_time: 2.4047966003
epoch time: 5.6204605103s, input_fired_time: 0.0658474490, output_fired_time: 0.0000000000, propagate_forward_time: 5.1197686195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348444939
validation[          , genome  2634] predictions:    9496/  10000 (94.96%), best:    9529/10000 (95.29%), error:      1650.88110, best error:      1582.26648 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.9888191223s, input_fired_time: 0.5124297142, output_fired_time: 0.5170264244, propagate_forward_time: 24.5945320129, propagate_backward_time: 35.9346275330, weight_update_time: 0.1401340514, other_time: 2.4302062988
epoch time: 5.6317992210s, input_fired_time: 0.0671726167, output_fired_time: 0.0000000000, propagate_forward_time: 5.1361908913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284358025
validation[          , genome  2634] predictions:    9474/  10000 (94.74%), best:    9529/10000 (95.29%), error:      1721.62817, best error:      1582.26648 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.4648590088s, input_fired_time: 0.5197888613, output_fired_time: 0.5270297527, propagate_forward_time: 25.3388843536, propagate_backward_time: 36.6585655212, weight_update_time: 0.1421925426, other_time: 2.4205894470
epoch time: 5.5325531960s, input_fired_time: 0.0652752593, output_fired_time: 0.0000000000, propagate_forward_time: 5.0428614616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244165421
validation[          , genome  2634] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1578.79114, best error:      1578.79114 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.4824447632s, input_fired_time: 0.5148891807, output_fired_time: 0.5201470852, propagate_forward_time: 24.9570121765, propagate_backward_time: 36.0788116455, weight_update_time: 0.1398078352, other_time: 2.4115867615
epoch time: 5.5277528763s, input_fired_time: 0.0668088123, output_fired_time: 0.0000000000, propagate_forward_time: 5.0214905739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394536018
validation[          , genome  2634] predictions:    9526/  10000 (95.26%), best:    9496/10000 (94.96%), error:      1584.19421, best error:      1578.79114 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.4809875488s, input_fired_time: 0.5218715668, output_fired_time: 0.5284504890, propagate_forward_time: 25.7645511627, propagate_backward_time: 37.2911987305, weight_update_time: 0.1424384415, other_time: 2.3749160767
epoch time: 5.5270705223s, input_fired_time: 0.0651346594, output_fired_time: 0.0000000000, propagate_forward_time: 5.0264244080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355115891
validation[          , genome  2634] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1568.63867, best error:      1568.63867 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.8822708130s, input_fired_time: 0.5195289850, output_fired_time: 0.5281018019, propagate_forward_time: 25.5542907715, propagate_backward_time: 36.8558311462, weight_update_time: 0.1415828317, other_time: 2.4245185852
epoch time: 5.4880867004s, input_fired_time: 0.0645222515, output_fired_time: 0.0000000000, propagate_forward_time: 5.0023460388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212183952
validation[          , genome  2634] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1507.54883, best error:      1507.54883 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.8777008057s, input_fired_time: 0.5282018781, output_fired_time: 0.5320908427, propagate_forward_time: 25.5314311981, propagate_backward_time: 36.8536186218, weight_update_time: 0.1415198445, other_time: 2.4323616028
epoch time: 5.5629949570s, input_fired_time: 0.0654363781, output_fired_time: 0.0000000000, propagate_forward_time: 5.0726647377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248938560
validation[          , genome  2634] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1494.22961, best error:      1494.22961 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.4851074219s, input_fired_time: 0.5236557126, output_fired_time: 0.5284678340, propagate_forward_time: 25.3768501282, propagate_backward_time: 36.6087799072, weight_update_time: 0.1422763616, other_time: 2.4473533630
epoch time: 5.6385631561s, input_fired_time: 0.0665535778, output_fired_time: 0.0000000000, propagate_forward_time: 5.1470165253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249930382
validation[          , genome  2634] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1475.69360, best error:      1475.69360 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.7756347656s, input_fired_time: 0.5216628313, output_fired_time: 0.5284318924, propagate_forward_time: 25.4951591492, propagate_backward_time: 36.8311882019, weight_update_time: 0.1417666972, other_time: 2.3991928101
epoch time: 5.9795112610s, input_fired_time: 0.0706504509, output_fired_time: 0.0000000000, propagate_forward_time: 5.4653301239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435305595
validation[          , genome  2634] predictions:    9526/  10000 (95.26%), best:    9538/10000 (95.38%), error:      1635.72412, best error:      1475.69360 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.7410736084s, input_fired_time: 0.5143018961, output_fired_time: 0.5203628540, propagate_forward_time: 24.9404544830, propagate_backward_time: 36.3529319763, weight_update_time: 0.1400929689, other_time: 2.4130210876
epoch time: 5.6631503105s, input_fired_time: 0.0661893263, output_fired_time: 0.0000000000, propagate_forward_time: 5.1654710770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314899445
validation[          , genome  2634] predictions:    9556/  10000 (95.56%), best:    9538/10000 (95.38%), error:      1514.11670, best error:      1475.69360 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.5459899902s, input_fired_time: 0.5247321725, output_fired_time: 0.5294520855, propagate_forward_time: 25.3114356995, propagate_backward_time: 36.7223892212, weight_update_time: 0.1432324201, other_time: 2.4579811096
epoch time: 5.6432294846s, input_fired_time: 0.0663469061, output_fired_time: 0.0000000000, propagate_forward_time: 5.1417040825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351782799
validation[          , genome  2634] predictions:    9555/  10000 (95.55%), best:    9538/10000 (95.38%), error:      1502.94922, best error:      1475.69360 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.3765029907s, input_fired_time: 0.5208187699, output_fired_time: 0.5256954432, propagate_forward_time: 25.2426147461, propagate_backward_time: 36.6852951050, weight_update_time: 0.1396832615, other_time: 2.4020767212
epoch time: 5.7208929062s, input_fired_time: 0.0690329075, output_fired_time: 0.0000000000, propagate_forward_time: 5.2143511772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375090599
validation[          , genome  2634] predictions:    9511/  10000 (95.11%), best:    9538/10000 (95.38%), error:      1634.66687, best error:      1475.69360 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.8328781128s, input_fired_time: 0.5240739584, output_fired_time: 0.5329903364, propagate_forward_time: 25.4730854034, propagate_backward_time: 36.8597450256, weight_update_time: 0.1428646594, other_time: 2.4429893494
epoch time: 5.5246624947s, input_fired_time: 0.0659009963, output_fired_time: 0.0000000000, propagate_forward_time: 5.0302143097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285473824
validation[          , genome  2634] predictions:    9552/  10000 (95.52%), best:    9538/10000 (95.38%), error:      1479.93970, best error:      1475.69360 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.6126556396s, input_fired_time: 0.5191667676, output_fired_time: 0.5229580998, propagate_forward_time: 25.5177860260, propagate_backward_time: 36.6941413879, weight_update_time: 0.1397497505, other_time: 2.3586082458
epoch time: 5.5254507065s, input_fired_time: 0.0650186166, output_fired_time: 0.0000000000, propagate_forward_time: 5.0345196724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259123802
validation[          , genome  2634] predictions:    9507/  10000 (95.07%), best:    9538/10000 (95.38%), error:      1612.34302, best error:      1475.69360 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.4307861328s, input_fired_time: 0.5206537843, output_fired_time: 0.5247853398, propagate_forward_time: 25.2903690338, propagate_backward_time: 36.6979560852, weight_update_time: 0.1424880028, other_time: 2.3970222473
epoch time: 5.4484448433s, input_fired_time: 0.0655203238, output_fired_time: 0.0000000000, propagate_forward_time: 4.9518456459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310789108
validation[          , genome  2634] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1511.89648, best error:      1475.69360 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.2773208618s, input_fired_time: 0.5249858499, output_fired_time: 0.5276935101, propagate_forward_time: 25.1853237152, propagate_backward_time: 36.5917930603, weight_update_time: 0.1431864649, other_time: 2.4475212097
epoch time: 5.4431691170s, input_fired_time: 0.0666338652, output_fired_time: 0.0000000000, propagate_forward_time: 4.9500946999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264407158
validation[          , genome  2634] predictions:    9534/  10000 (95.34%), best:    9538/10000 (95.38%), error:      1498.06445, best error:      1475.69360 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.1717910767s, input_fired_time: 0.5169031024, output_fired_time: 0.5246803164, propagate_forward_time: 24.5604438782, propagate_backward_time: 36.1115608215, weight_update_time: 0.1416260898, other_time: 2.4582023621
epoch time: 5.4651513100s, input_fired_time: 0.0653368607, output_fired_time: 0.0000000000, propagate_forward_time: 4.9735102654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263043404
validation[          , genome  2634] predictions:    9506/  10000 (95.06%), best:    9538/10000 (95.38%), error:      1583.41052, best error:      1475.69360 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.2944412231s, input_fired_time: 0.5225449204, output_fired_time: 0.5279949903, propagate_forward_time: 25.2682342529, propagate_backward_time: 36.5506668091, weight_update_time: 0.1409284025, other_time: 2.4250030518
epoch time: 5.5560364723s, input_fired_time: 0.0668998510, output_fired_time: 0.0000000000, propagate_forward_time: 5.0532445908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358921051
validation[          , genome  2634] predictions:    9521/  10000 (95.21%), best:    9538/10000 (95.38%), error:      1586.59839, best error:      1475.69360 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.2568511963s, input_fired_time: 0.5172685385, output_fired_time: 0.5254072547, propagate_forward_time: 24.5529441833, propagate_backward_time: 36.1868247986, weight_update_time: 0.1416854560, other_time: 2.4744071960
epoch time: 5.6725029945s, input_fired_time: 0.0679108426, output_fired_time: 0.0000000000, propagate_forward_time: 5.1708931923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336991310
validation[          , genome  2634] predictions:    9512/  10000 (95.12%), best:    9538/10000 (95.38%), error:      1567.29199, best error:      1475.69360 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.9627838135s, input_fired_time: 0.5163342953, output_fired_time: 0.5282768011, propagate_forward_time: 25.0605506897, propagate_backward_time: 36.4718360901, weight_update_time: 0.1410140991, other_time: 2.3857841492
epoch time: 5.6578092575s, input_fired_time: 0.0660951436, output_fired_time: 0.0000000000, propagate_forward_time: 5.1569819450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347319603
validation[          , genome  2634] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1471.28528, best error:      1471.28528 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.1886596680s, input_fired_time: 0.5246446729, output_fired_time: 0.5287754536, propagate_forward_time: 25.1775054932, propagate_backward_time: 36.5069160461, weight_update_time: 0.1409281045, other_time: 2.4508171082
epoch time: 5.6271739006s, input_fired_time: 0.0672337264, output_fired_time: 0.0000000000, propagate_forward_time: 5.1250128746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349274635
validation[          , genome  2634] predictions:    9518/  10000 (95.18%), best:    9556/10000 (95.56%), error:      1614.64014, best error:      1471.28528 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.3073577881s, input_fired_time: 0.5223191977, output_fired_time: 0.5257422924, propagate_forward_time: 25.2726535797, propagate_backward_time: 36.5919036865, weight_update_time: 0.1407579929, other_time: 2.3947448730
epoch time: 4.9865832329s, input_fired_time: 0.0648155361, output_fired_time: 0.0000000000, propagate_forward_time: 4.4852595329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365081787
validation[          , genome  2634] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1445.01123, best error:      1445.01123 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.2563095093s, input_fired_time: 0.5188513398, output_fired_time: 0.5210856795, propagate_forward_time: 24.7897224426, propagate_backward_time: 36.0122375488, weight_update_time: 0.1405267417, other_time: 2.4144134521
epoch time: 5.4768772125s, input_fired_time: 0.0653609037, output_fired_time: 0.0000000000, propagate_forward_time: 4.9840164185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274997711
validation[          , genome  2634] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1415.46216, best error:      1415.46216 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.5480880737s, input_fired_time: 0.5268440843, output_fired_time: 0.5301487446, propagate_forward_time: 25.2840766907, propagate_backward_time: 36.7806739807, weight_update_time: 0.1442013532, other_time: 2.4263381958
epoch time: 5.7299256325s, input_fired_time: 0.0677452385, output_fired_time: 0.0000000000, propagate_forward_time: 5.2287459373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334344864
validation[          , genome  2634] predictions:    9559/  10000 (95.59%), best:    9558/10000 (95.58%), error:      1448.39075, best error:      1415.46216 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.2714080811s, input_fired_time: 0.5202379823, output_fired_time: 0.5177623034, propagate_forward_time: 24.8090839386, propagate_backward_time: 36.0113754272, weight_update_time: 0.1402910650, other_time: 2.4129486084
epoch time: 5.8089938164s, input_fired_time: 0.0693489015, output_fired_time: 0.0000000000, propagate_forward_time: 5.3040962219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355487823
validation[          , genome  2634] predictions:    9541/  10000 (95.41%), best:    9558/10000 (95.58%), error:      1501.35229, best error:      1415.46216 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.7801055908s, input_fired_time: 0.5270603895, output_fired_time: 0.5245069861, propagate_forward_time: 25.0001049042, propagate_backward_time: 36.3306007385, weight_update_time: 0.1402536631, other_time: 2.3978309631
epoch time: 5.4456787109s, input_fired_time: 0.0658947676, output_fired_time: 0.0000000000, propagate_forward_time: 4.9580559731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217281342
validation[          , genome  2634] predictions:    9505/  10000 (95.05%), best:    9558/10000 (95.58%), error:      1551.39502, best error:      1415.46216 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.6330261230s, input_fired_time: 0.5240414143, output_fired_time: 0.5283600688, propagate_forward_time: 25.3769226074, propagate_backward_time: 36.8013267517, weight_update_time: 0.1411571205, other_time: 2.4023780823
epoch time: 5.5425519943s, input_fired_time: 0.0664299279, output_fired_time: 0.0000000000, propagate_forward_time: 5.0577373505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183845520
validation[          , genome  2634] predictions:    9530/  10000 (95.30%), best:    9558/10000 (95.58%), error:      1491.33337, best error:      1415.46216 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.4312362671s, input_fired_time: 0.5258592367, output_fired_time: 0.5259287357, propagate_forward_time: 25.3227024078, propagate_backward_time: 36.6371726990, weight_update_time: 0.1414957643, other_time: 2.4195747375
epoch time: 5.5861363411s, input_fired_time: 0.0682161376, output_fired_time: 0.0000000000, propagate_forward_time: 5.0921010971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258189201
validation[          , genome  2634] predictions:    9565/  10000 (95.65%), best:    9558/10000 (95.58%), error:      1454.81238, best error:      1415.46216 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.7412185669s, input_fired_time: 0.5312713385, output_fired_time: 0.5300333500, propagate_forward_time: 25.4435138702, propagate_backward_time: 36.8663291931, weight_update_time: 0.1405383945, other_time: 2.3700675964
epoch time: 4.8879561424s, input_fired_time: 0.0653158277, output_fired_time: 0.0000000000, propagate_forward_time: 4.3612341881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614062309
validation[          , genome  2634] predictions:    9584/  10000 (95.84%), best:    9558/10000 (95.58%), error:      1428.17139, best error:      1415.46216 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.3964691162s, input_fired_time: 0.5165050030, output_fired_time: 0.5199221373, propagate_forward_time: 24.9111766815, propagate_backward_time: 36.0884132385, weight_update_time: 0.1403504759, other_time: 2.3604545593
epoch time: 5.9652485847s, input_fired_time: 0.0711337775, output_fired_time: 0.0000000000, propagate_forward_time: 5.4400062561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541087151
validation[          , genome  2634] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1380.56042, best error:      1380.56042 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.1999206543s, input_fired_time: 0.5241546631, output_fired_time: 0.5330344439, propagate_forward_time: 24.5882492065, propagate_backward_time: 36.0884819031, weight_update_time: 0.1412342340, other_time: 2.4659996033
epoch time: 5.6082234383s, input_fired_time: 0.0673154294, output_fired_time: 0.0000000000, propagate_forward_time: 5.1043300629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365777969
validation[          , genome  2634] predictions:    9554/  10000 (95.54%), best:    9585/10000 (95.85%), error:      1446.19153, best error:      1380.56042 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.7341079712s, input_fired_time: 0.5272323489, output_fired_time: 0.5272853374, propagate_forward_time: 25.4132480621, propagate_backward_time: 36.8791770935, weight_update_time: 0.1403822005, other_time: 2.3871726990
epoch time: 5.7226991653s, input_fired_time: 0.0676680207, output_fired_time: 0.0000000000, propagate_forward_time: 5.2280387878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269924164
validation[          , genome  2634] predictions:    9587/  10000 (95.87%), best:    9585/10000 (95.85%), error:      1424.11755, best error:      1380.56042 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.0555877686s, input_fired_time: 0.5235930681, output_fired_time: 0.5263062119, propagate_forward_time: 25.1585788727, propagate_backward_time: 36.4732933044, weight_update_time: 0.1390222013, other_time: 2.3738212585
epoch time: 5.6351480484s, input_fired_time: 0.0665102378, output_fired_time: 0.0000000000, propagate_forward_time: 5.1354284286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332094193
validation[          , genome  2634] predictions:    9535/  10000 (95.35%), best:    9585/10000 (95.85%), error:      1509.58264, best error:      1380.56042 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.6996154785s, input_fired_time: 0.5342066884, output_fired_time: 0.5316165090, propagate_forward_time: 25.4416561127, propagate_backward_time: 36.7493095398, weight_update_time: 0.1421683729, other_time: 2.4428215027
epoch time: 5.8000597954s, input_fired_time: 0.0693756938, output_fired_time: 0.0000000000, propagate_forward_time: 5.2899508476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407334328
validation[          , genome  2634] predictions:    9575/  10000 (95.75%), best:    9585/10000 (95.85%), error:      1387.65540, best error:      1380.56042 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.6077499390s, input_fired_time: 0.5223404169, output_fired_time: 0.5207927823, propagate_forward_time: 24.9075069427, propagate_backward_time: 36.2434349060, weight_update_time: 0.1406625062, other_time: 2.4136772156
epoch time: 5.5633006096s, input_fired_time: 0.0675456896, output_fired_time: 0.0000000000, propagate_forward_time: 5.0768198967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189348221
validation[          , genome  2634] predictions:    9579/  10000 (95.79%), best:    9585/10000 (95.85%), error:      1419.14124, best error:      1380.56042 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.1101531982s, input_fired_time: 0.5279791951, output_fired_time: 0.5262083411, propagate_forward_time: 25.1943168640, propagate_backward_time: 36.4760856628, weight_update_time: 0.1388374120, other_time: 2.3855667114
epoch time: 5.6149187088s, input_fired_time: 0.0698023885, output_fired_time: 0.0000000000, propagate_forward_time: 5.0926532745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524631500
validation[          , genome  2634] predictions:    9559/  10000 (95.59%), best:    9585/10000 (95.85%), error:      1455.07788, best error:      1380.56042 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.5911712646s, input_fired_time: 0.5225721598, output_fired_time: 0.5213581324, propagate_forward_time: 24.9030303955, propagate_backward_time: 36.2552757263, weight_update_time: 0.1393127292, other_time: 2.3889312744
epoch time: 5.7443261147s, input_fired_time: 0.0692391023, output_fired_time: 0.0000000000, propagate_forward_time: 5.2392449379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358420372
validation[          , genome  2634] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1363.77124, best error:      1363.77124 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.6682052612s, input_fired_time: 0.5199080110, output_fired_time: 0.5244756341, propagate_forward_time: 24.2339534760, propagate_backward_time: 35.8872642517, weight_update_time: 0.1400888413, other_time: 2.5026054382
epoch time: 5.8340826035s, input_fired_time: 0.0712409467, output_fired_time: 0.0000000000, propagate_forward_time: 5.3287348747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341068268
validation[          , genome  2634] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1381.47375, best error:      1363.77124 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.2010650635s, input_fired_time: 0.5307655931, output_fired_time: 0.5306689739, propagate_forward_time: 25.6613883972, propagate_backward_time: 37.0520133972, weight_update_time: 0.1419456750, other_time: 2.4262237549
epoch time: 5.5929923058s, input_fired_time: 0.0684348270, output_fired_time: 0.0000000000, propagate_forward_time: 5.0952157974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293417931
validation[          , genome  2634] predictions:    9505/  10000 (95.05%), best:    9583/10000 (95.83%), error:      1631.13770, best error:      1363.77124 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.9728622437s, input_fired_time: 0.5244227648, output_fired_time: 0.5264654160, propagate_forward_time: 25.0304241180, propagate_backward_time: 36.4452590942, weight_update_time: 0.1420125812, other_time: 2.4462890625
epoch time: 5.4959855080s, input_fired_time: 0.0681759641, output_fired_time: 0.0000000000, propagate_forward_time: 5.0039200783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238896370
validation[          , genome  2634] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1362.01477, best error:      1362.01477 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.5469970703s, input_fired_time: 0.5315901637, output_fired_time: 0.5304329395, propagate_forward_time: 25.3493785858, propagate_backward_time: 36.7022895813, weight_update_time: 0.1427289397, other_time: 2.4333000183
epoch time: 5.5555310249s, input_fired_time: 0.0672663227, output_fired_time: 0.0000000000, propagate_forward_time: 5.0613675117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268970490
validation[          , genome  2634] predictions:    9586/  10000 (95.86%), best:    9592/10000 (95.92%), error:      1373.19299, best error:      1362.01477 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.1479415894s, input_fired_time: 0.5246214867, output_fired_time: 0.5236877203, propagate_forward_time: 25.1529960632, propagate_backward_time: 36.5324249268, weight_update_time: 0.1428976506, other_time: 2.4142112732
epoch time: 5.4787836075s, input_fired_time: 0.0677849948, output_fired_time: 0.0000000000, propagate_forward_time: 4.9777808189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332180023
validation[          , genome  2634] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1353.69446, best error:      1353.69446 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.1255264282s, input_fired_time: 0.5263282061, output_fired_time: 0.5247740746, propagate_forward_time: 25.1369915009, propagate_backward_time: 36.5316886902, weight_update_time: 0.1393244416, other_time: 2.4057426453
epoch time: 5.7313170433s, input_fired_time: 0.0693877265, output_fired_time: 0.0000000000, propagate_forward_time: 5.2321267128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298024178
validation[          , genome  2634] predictions:    9549/  10000 (95.49%), best:    9589/10000 (95.89%), error:      1408.41077, best error:      1353.69446 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.2471466064s, input_fired_time: 0.5211853385, output_fired_time: 0.5220910907, propagate_forward_time: 24.5461769104, propagate_backward_time: 36.1906318665, weight_update_time: 0.1411720812, other_time: 2.4670600891
epoch time: 5.6521463394s, input_fired_time: 0.0682353303, output_fired_time: 0.0000000000, propagate_forward_time: 5.1524796486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314312935
validation[          , genome  2634] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1347.88953, best error:      1347.88953 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.2650451660s, input_fired_time: 0.5273144841, output_fired_time: 0.5221497416, propagate_forward_time: 24.5354175568, propagate_backward_time: 36.1722297668, weight_update_time: 0.1410606056, other_time: 2.5079383850
epoch time: 4.9059576988s, input_fired_time: 0.0658857897, output_fired_time: 0.0000000000, propagate_forward_time: 4.3941111565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459605217
validation[          , genome  2634] predictions:    9582/  10000 (95.82%), best:    9599/10000 (95.99%), error:      1356.33679, best error:      1347.88953 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.5102996826s, input_fired_time: 0.5344173312, output_fired_time: 0.5298716426, propagate_forward_time: 25.3374404907, propagate_backward_time: 36.6672897339, weight_update_time: 0.1417385638, other_time: 2.4412841797
epoch time: 5.5475463867s, input_fired_time: 0.0678657517, output_fired_time: 0.0000000000, propagate_forward_time: 5.0466284752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330520630
validation[          , genome  2634] predictions:    9571/  10000 (95.71%), best:    9599/10000 (95.99%), error:      1429.89539, best error:      1347.88953 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 66.3546447754s, input_fired_time: 0.5364734530, output_fired_time: 0.5311933756, propagate_forward_time: 25.7472000122, propagate_backward_time: 37.1418266296, weight_update_time: 0.1419171244, other_time: 2.3979454041
epoch time: 5.6883454323s, input_fired_time: 0.0675854608, output_fired_time: 0.0000000000, propagate_forward_time: 5.1858663559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348936081
validation[          , genome  2634] predictions:    9551/  10000 (95.51%), best:    9599/10000 (95.99%), error:      1557.97949, best error:      1347.88953 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.9154052734s, input_fired_time: 0.5366273522, output_fired_time: 0.5322462320, propagate_forward_time: 25.4498004913, propagate_backward_time: 36.9282379150, weight_update_time: 0.1435935050, other_time: 2.4684906006
epoch time: 5.6085476875s, input_fired_time: 0.0683049560, output_fired_time: 0.0000000000, propagate_forward_time: 5.1100854874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301571846
validation[          , genome  2634] predictions:    9578/  10000 (95.78%), best:    9599/10000 (95.99%), error:      1409.13672, best error:      1347.88953 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.5390853882s, input_fired_time: 0.5327544212, output_fired_time: 0.5283262134, propagate_forward_time: 25.3513984680, propagate_backward_time: 36.6769905090, weight_update_time: 0.1435686797, other_time: 2.4496154785
epoch time: 5.4492254257s, input_fired_time: 0.0666718110, output_fired_time: 0.0000000000, propagate_forward_time: 4.9586415291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239120483
validation[          , genome  2634] predictions:    9572/  10000 (95.72%), best:    9599/10000 (95.99%), error:      1409.93140, best error:      1347.88953 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.1038818359s, input_fired_time: 0.5386232734, output_fired_time: 0.5335614085, propagate_forward_time: 25.5585308075, propagate_backward_time: 37.0355911255, weight_update_time: 0.1426981986, other_time: 2.4375762939
epoch time: 5.6067123413s, input_fired_time: 0.0677398816, output_fired_time: 0.0000000000, propagate_forward_time: 5.1079063416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310660362
validation[          , genome  2634] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1341.77173, best error:      1341.77173 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.9120864868s, input_fired_time: 0.5269039869, output_fired_time: 0.5300825238, propagate_forward_time: 25.0126438141, propagate_backward_time: 36.3865165710, weight_update_time: 0.1422934085, other_time: 2.4559440613
epoch time: 5.6791357994s, input_fired_time: 0.0685200617, output_fired_time: 0.0000000000, propagate_forward_time: 5.1790857315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315299988
validation[          , genome  2634] predictions:    9599/  10000 (95.99%), best:    9594/10000 (95.94%), error:      1346.03870, best error:      1341.77173 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.7170181274s, input_fired_time: 0.5289897323, output_fired_time: 0.5193321705, propagate_forward_time: 25.0244483948, propagate_backward_time: 36.2468605042, weight_update_time: 0.1421384364, other_time: 2.3973846436
epoch time: 5.1411089897s, input_fired_time: 0.0636345223, output_fired_time: 0.0000000000, propagate_forward_time: 4.6704039574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070706367
validation[          , genome  2634] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1304.71008, best error:      1304.71008 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.9763526917s, input_fired_time: 0.5230252743, output_fired_time: 0.5136815310, propagate_forward_time: 24.6111602783, propagate_backward_time: 35.9624633789, weight_update_time: 0.1373506635, other_time: 2.3660202026
epoch time: 5.5913333893s, input_fired_time: 0.0683812648, output_fired_time: 0.0000000000, propagate_forward_time: 5.0981030464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248490334
validation[          , genome  2634] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1321.26819, best error:      1304.71008 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.2720718384s, input_fired_time: 0.5303379893, output_fired_time: 0.5263845325, propagate_forward_time: 25.2430629730, propagate_backward_time: 36.5813713074, weight_update_time: 0.1403371096, other_time: 2.3909187317
epoch time: 5.3945884705s, input_fired_time: 0.0674769804, output_fired_time: 0.0000000000, propagate_forward_time: 4.8886709213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384407997
validation[          , genome  2634] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1297.49170, best error:      1297.49170 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.8385505676s, input_fired_time: 0.5228192210, output_fired_time: 0.5239109397, propagate_forward_time: 24.4786720276, propagate_backward_time: 35.8862037659, weight_update_time: 0.1393372267, other_time: 2.4269447327
epoch time: 5.7241911888s, input_fired_time: 0.0686499700, output_fired_time: 0.0000000000, propagate_forward_time: 5.2221021652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334392548
validation[          , genome  2634] predictions:    9596/  10000 (95.96%), best:    9601/10000 (96.01%), error:      1340.35364, best error:      1297.49170 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.4186401367s, input_fired_time: 0.5350342989, output_fired_time: 0.5340093970, propagate_forward_time: 25.2126331329, propagate_backward_time: 36.6559371948, weight_update_time: 0.1428785026, other_time: 2.4810256958
epoch time: 5.5145497322s, input_fired_time: 0.0675805360, output_fired_time: 0.0000000000, propagate_forward_time: 5.0242242813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227447510
validation[          , genome  2634] predictions:    9561/  10000 (95.61%), best:    9601/10000 (96.01%), error:      1455.58020, best error:      1297.49170 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.5485229492s, input_fired_time: 0.5356044769, output_fired_time: 0.5270546675, propagate_forward_time: 25.3906879425, propagate_backward_time: 36.6613769531, weight_update_time: 0.1415845305, other_time: 2.4337997437
epoch time: 5.1099624634s, input_fired_time: 0.0671788752, output_fired_time: 0.0000000000, propagate_forward_time: 4.5645103455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782733917
validation[          , genome  2634] predictions:    9578/  10000 (95.78%), best:    9601/10000 (96.01%), error:      1398.03369, best error:      1297.49170 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.7779617310s, input_fired_time: 0.5306671262, output_fired_time: 0.5251045227, propagate_forward_time: 24.8205337524, propagate_backward_time: 36.4191703796, weight_update_time: 0.1460702717, other_time: 2.4824829102
epoch time: 5.5135111809s, input_fired_time: 0.0680032298, output_fired_time: 0.0000000000, propagate_forward_time: 5.0124883652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330196381
validation[          , genome  2634] predictions:    9581/  10000 (95.81%), best:    9601/10000 (96.01%), error:      1355.86499, best error:      1297.49170 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.0280761719s, input_fired_time: 0.5248891115, output_fired_time: 0.5175127983, propagate_forward_time: 24.7021503448, propagate_backward_time: 35.8932113647, weight_update_time: 0.1381072700, other_time: 2.3903121948
epoch time: 5.6351447105s, input_fired_time: 0.0681710616, output_fired_time: 0.0000000000, propagate_forward_time: 5.1350169182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319567680
validation[          , genome  2634] predictions:    9587/  10000 (95.87%), best:    9601/10000 (96.01%), error:      1373.97241, best error:      1297.49170 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.6255645752s, input_fired_time: 0.5315754414, output_fired_time: 0.5279917121, propagate_forward_time: 25.3441276550, propagate_backward_time: 36.8016738892, weight_update_time: 0.1417073905, other_time: 2.4201927185
epoch time: 5.1831717491s, input_fired_time: 0.0678287148, output_fired_time: 0.0000000000, propagate_forward_time: 4.6522269249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631161690
validation[          , genome  2634] predictions:    9590/  10000 (95.90%), best:    9601/10000 (96.01%), error:      1361.02393, best error:      1297.49170 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.4852981567s, input_fired_time: 0.5350559354, output_fired_time: 0.5268219709, propagate_forward_time: 25.2720508575, propagate_backward_time: 36.7627410889, weight_update_time: 0.1408811957, other_time: 2.3886260986
epoch time: 5.1755766869s, input_fired_time: 0.0682067424, output_fired_time: 0.0000000000, propagate_forward_time: 4.6431317329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642381668
validation[          , genome  2634] predictions:    9599/  10000 (95.99%), best:    9601/10000 (96.01%), error:      1353.40466, best error:      1297.49170 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.9349212646s, input_fired_time: 0.5351516604, output_fired_time: 0.5291928053, propagate_forward_time: 25.5529365540, propagate_backward_time: 36.8961868286, weight_update_time: 0.1433172077, other_time: 2.4214591980
epoch time: 5.4610772133s, input_fired_time: 0.0688592792, output_fired_time: 0.0000000000, propagate_forward_time: 4.9541625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380555153
validation[          , genome  2634] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1282.45691, best error:      1282.45691 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.7109146118s, input_fired_time: 0.5437804461, output_fired_time: 0.5283482671, propagate_forward_time: 25.3964405060, propagate_backward_time: 36.8258895874, weight_update_time: 0.1415002495, other_time: 2.4164581299
epoch time: 5.6451711655s, input_fired_time: 0.0701510012, output_fired_time: 0.0000000000, propagate_forward_time: 5.1406350136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343852997
validation[          , genome  2634] predictions:    9522/  10000 (95.22%), best:    9613/10000 (96.13%), error:      1557.50464, best error:      1282.45691 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.3672943115s, input_fired_time: 0.5307597518, output_fired_time: 0.5260410309, propagate_forward_time: 25.2944946289, propagate_backward_time: 36.6326408386, weight_update_time: 0.1422483176, other_time: 2.3833580017
epoch time: 5.6103777885s, input_fired_time: 0.0694064796, output_fired_time: 0.0000000000, propagate_forward_time: 5.1164164543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245548248
validation[          , genome  2634] predictions:    9594/  10000 (95.94%), best:    9613/10000 (96.13%), error:      1340.91467, best error:      1282.45691 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.3662796021s, input_fired_time: 0.5292927027, output_fired_time: 0.5216305852, propagate_forward_time: 24.7084598541, propagate_backward_time: 36.1595191956, weight_update_time: 0.1421714276, other_time: 2.4473762512
epoch time: 5.6060085297s, input_fired_time: 0.0686861426, output_fired_time: 0.0000000000, propagate_forward_time: 5.1092681885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280543327
validation[          , genome  2634] predictions:    9587/  10000 (95.87%), best:    9613/10000 (96.13%), error:      1354.58496, best error:      1282.45691 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.4077911377s, input_fired_time: 0.5377954841, output_fired_time: 0.5230634212, propagate_forward_time: 25.2460556030, propagate_backward_time: 36.6841011047, weight_update_time: 0.1404942423, other_time: 2.4167747498
epoch time: 5.6179003716s, input_fired_time: 0.0691623166, output_fired_time: 0.0000000000, propagate_forward_time: 5.1220664978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266715050
validation[          , genome  2634] predictions:    9581/  10000 (95.81%), best:    9613/10000 (96.13%), error:      1399.31299, best error:      1282.45691 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.2376480103s, input_fired_time: 0.5315400958, output_fired_time: 0.5175433159, propagate_forward_time: 24.7567310333, propagate_backward_time: 35.9800834656, weight_update_time: 0.1411869377, other_time: 2.4517478943
epoch time: 5.6004948616s, input_fired_time: 0.0686240494, output_fired_time: 0.0000000000, propagate_forward_time: 5.1116428375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202280045
validation[          , genome  2634] predictions:    9596/  10000 (95.96%), best:    9613/10000 (96.13%), error:      1336.47461, best error:      1282.45691 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.3684158325s, input_fired_time: 0.5274475813, output_fired_time: 0.5223354697, propagate_forward_time: 24.6898288727, propagate_backward_time: 36.2162094116, weight_update_time: 0.1404360682, other_time: 2.4125976563
epoch time: 5.5332312584s, input_fired_time: 0.0677381083, output_fired_time: 0.0000000000, propagate_forward_time: 5.0420346260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234585762
validation[          , genome  2634] predictions:    9565/  10000 (95.65%), best:    9613/10000 (96.13%), error:      1387.50232, best error:      1282.45691 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.5339889526s, input_fired_time: 0.5329347253, output_fired_time: 0.5218640566, propagate_forward_time: 24.8598365784, propagate_backward_time: 36.2149772644, weight_update_time: 0.1394180506, other_time: 2.4043731689
epoch time: 5.6307039261s, input_fired_time: 0.0705258846, output_fired_time: 0.0000000000, propagate_forward_time: 5.1267356873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334421158
validation[          , genome  2634] predictions:    9573/  10000 (95.73%), best:    9613/10000 (96.13%), error:      1381.76770, best error:      1282.45691 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.4771499634s, input_fired_time: 0.5284499526, output_fired_time: 0.5200773478, propagate_forward_time: 24.9356422424, propagate_backward_time: 36.1289749146, weight_update_time: 0.1379787773, other_time: 2.3640060425
epoch time: 5.5834927559s, input_fired_time: 0.0690481067, output_fired_time: 0.0000000000, propagate_forward_time: 5.0868110657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276337624
validation[          , genome  2634] predictions:    9607/  10000 (96.07%), best:    9613/10000 (96.13%), error:      1306.61182, best error:      1282.45691 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.8035736084s, input_fired_time: 0.5492845774, output_fired_time: 0.5358518362, propagate_forward_time: 25.8142929077, propagate_backward_time: 37.4663352966, weight_update_time: 0.1427611262, other_time: 2.4378089905
epoch time: 5.5858116150s, input_fired_time: 0.0698224604, output_fired_time: 0.0000000000, propagate_forward_time: 5.0863232613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296660423
validation[          , genome  2634] predictions:    9566/  10000 (95.66%), best:    9613/10000 (96.13%), error:      1419.05334, best error:      1282.45691 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.7688827515s, input_fired_time: 0.5323931575, output_fired_time: 0.5225025415, propagate_forward_time: 25.1041584015, propagate_backward_time: 36.2165031433, weight_update_time: 0.1415288001, other_time: 2.3933219910
epoch time: 5.4976382256s, input_fired_time: 0.0683348998, output_fired_time: 0.0000000000, propagate_forward_time: 5.0068855286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224176407
validation[          , genome  2634] predictions:    9608/  10000 (96.08%), best:    9613/10000 (96.13%), error:      1307.69617, best error:      1282.45691 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.4602050781s, input_fired_time: 0.5331127048, output_fired_time: 0.5249076486, propagate_forward_time: 25.2333259583, propagate_backward_time: 36.7530250549, weight_update_time: 0.1418715417, other_time: 2.4158325195
epoch time: 5.7321710587s, input_fired_time: 0.0721514374, output_fired_time: 0.0000000000, propagate_forward_time: 5.2183327675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416866302
validation[          , genome  2634] predictions:    9596/  10000 (95.96%), best:    9613/10000 (96.13%), error:      1305.01147, best error:      1282.45691 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.3092269897s, input_fired_time: 0.5306514502, output_fired_time: 0.5261581540, propagate_forward_time: 24.5386295319, propagate_backward_time: 36.1995124817, weight_update_time: 0.1404576302, other_time: 2.5142784119
epoch time: 5.6272373199s, input_fired_time: 0.0695912689, output_fired_time: 0.0000000000, propagate_forward_time: 5.1244006157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332456589
validation[          , genome  2634] predictions:    9588/  10000 (95.88%), best:    9613/10000 (96.13%), error:      1358.02832, best error:      1282.45691 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.8457183838s, input_fired_time: 0.5294101834, output_fired_time: 0.5141246915, propagate_forward_time: 24.6782798767, propagate_backward_time: 35.7531738281, weight_update_time: 0.1385245919, other_time: 2.3707275391
epoch time: 5.3830046654s, input_fired_time: 0.0678613186, output_fired_time: 0.0000000000, propagate_forward_time: 4.8934302330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217133522
validation[          , genome  2634] predictions:    9498/  10000 (94.98%), best:    9613/10000 (96.13%), error:      1577.81348, best error:      1282.45691 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.4582366943s, input_fired_time: 0.5353881121, output_fired_time: 0.5257084966, propagate_forward_time: 25.2429122925, propagate_backward_time: 36.7387657166, weight_update_time: 0.1435435563, other_time: 2.4154624939
epoch time: 5.6297459602s, input_fired_time: 0.0707039535, output_fired_time: 0.0000000000, propagate_forward_time: 5.1316890717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273529053
validation[          , genome  2634] predictions:    9595/  10000 (95.95%), best:    9613/10000 (96.13%), error:      1344.75208, best error:      1282.45691 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.1182479858s, input_fired_time: 0.5326854587, output_fired_time: 0.5253170133, propagate_forward_time: 25.0513076782, propagate_backward_time: 36.5640640259, weight_update_time: 0.1421371996, other_time: 2.4448776245
epoch time: 5.6941552162s, input_fired_time: 0.0691998526, output_fired_time: 0.0000000000, propagate_forward_time: 5.1917772293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331779480
validation[          , genome  2634] predictions:    9598/  10000 (95.98%), best:    9613/10000 (96.13%), error:      1349.90039, best error:      1282.45691 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.2523345947s, input_fired_time: 0.5404273272, output_fired_time: 0.5246895552, propagate_forward_time: 25.1510829926, propagate_backward_time: 36.5926589966, weight_update_time: 0.1413698941, other_time: 2.4434738159
epoch time: 5.6667466164s, input_fired_time: 0.0699166581, output_fired_time: 0.0000000000, propagate_forward_time: 5.1654171944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314126968
validation[          , genome  2634] predictions:    9591/  10000 (95.91%), best:    9613/10000 (96.13%), error:      1362.06592, best error:      1282.45691 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.5785140991s, input_fired_time: 0.5345414877, output_fired_time: 0.5228559971, propagate_forward_time: 24.8688488007, propagate_backward_time: 36.1997985840, weight_update_time: 0.1414149255, other_time: 2.4524688721
epoch time: 5.5748052597s, input_fired_time: 0.0693141073, output_fired_time: 0.0000000000, propagate_forward_time: 5.0752501488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302411079
validation[          , genome  2634] predictions:    9560/  10000 (95.60%), best:    9613/10000 (96.13%), error:      1452.76538, best error:      1282.45691 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.2449722290s, input_fired_time: 0.5313399434, output_fired_time: 0.5222765207, propagate_forward_time: 25.2451267242, propagate_backward_time: 36.5975074768, weight_update_time: 0.1394167989, other_time: 2.3487205505
epoch time: 5.7303719521s, input_fired_time: 0.0721809119, output_fired_time: 0.0000000000, propagate_forward_time: 5.2218694687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363217354
validation[          , genome  2634] predictions:    9584/  10000 (95.84%), best:    9613/10000 (96.13%), error:      1345.71680, best error:      1282.45691 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.5735321045s, input_fired_time: 0.5376442671, output_fired_time: 0.5297475457, propagate_forward_time: 25.3235282898, propagate_backward_time: 36.7495613098, weight_update_time: 0.1428588778, other_time: 2.4330520630
epoch time: 5.6352958679s, input_fired_time: 0.0700778216, output_fired_time: 0.0000000000, propagate_forward_time: 5.1304154396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348025322
validation[          , genome  2634] predictions:    9565/  10000 (95.65%), best:    9613/10000 (96.13%), error:      1403.11682, best error:      1282.45691 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 66.4812088013s, input_fired_time: 0.5433523059, output_fired_time: 0.5370575786, propagate_forward_time: 25.8383140564, propagate_backward_time: 37.1503829956, weight_update_time: 0.1424969435, other_time: 2.4121055603
epoch time: 5.6413221359s, input_fired_time: 0.0706481859, output_fired_time: 0.0000000000, propagate_forward_time: 5.1333799362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372940063
validation[          , genome  2634] predictions:    9578/  10000 (95.78%), best:    9613/10000 (96.13%), error:      1382.66089, best error:      1282.45691 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.3257675171s, input_fired_time: 0.5363397598, output_fired_time: 0.5309831500, propagate_forward_time: 25.2333679199, propagate_backward_time: 36.6232986450, weight_update_time: 0.1417648345, other_time: 2.4017791748
epoch time: 5.5659685135s, input_fired_time: 0.0706428513, output_fired_time: 0.0000000000, propagate_forward_time: 5.0574040413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379215240
validation[          , genome  2634] predictions:    9598/  10000 (95.98%), best:    9613/10000 (96.13%), error:      1318.15576, best error:      1282.45691 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.4931411743s, input_fired_time: 0.5302523971, output_fired_time: 0.5221278071, propagate_forward_time: 24.8156967163, propagate_backward_time: 36.2416687012, weight_update_time: 0.1389400810, other_time: 2.3833961487
epoch time: 5.2985186577s, input_fired_time: 0.0679550171, output_fired_time: 0.0000000000, propagate_forward_time: 4.8001408577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304227829
validation[          , genome  2634] predictions:    9598/  10000 (95.98%), best:    9613/10000 (96.13%), error:      1320.00366, best error:      1282.45691 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.6144447327s, input_fired_time: 0.5245378017, output_fired_time: 0.5181271434, propagate_forward_time: 24.4306221008, propagate_backward_time: 35.7308654785, weight_update_time: 0.1391073465, other_time: 2.4102935791
epoch time: 5.6166553497s, input_fired_time: 0.0702786073, output_fired_time: 0.0000000000, propagate_forward_time: 5.1136422157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327344894
validation[          , genome  2634] predictions:    9606/  10000 (96.06%), best:    9613/10000 (96.13%), error:      1361.33765, best error:      1282.45691 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.0827636719s, input_fired_time: 0.5351970196, output_fired_time: 0.5237632990, propagate_forward_time: 25.1390380859, propagate_backward_time: 36.4625053406, weight_update_time: 0.1411169022, other_time: 2.4222602844
epoch time: 5.6403665543s, input_fired_time: 0.0703446940, output_fired_time: 0.0000000000, propagate_forward_time: 5.1396799088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303417206
validation[          , genome  2634] predictions:    9617/  10000 (96.17%), best:    9613/10000 (96.13%), error:      1305.48975, best error:      1282.45691 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: 27.8138294220s, input_fired_time: 0.3425731957, output_fired_time: 0.0000000000, propagate_forward_time: 25.2255153656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2457408905
best training[          , genome  2634] predictions:   48799/  50000 (97.60%), best:    9613/10000 (96.13%), error:      4378.60547, best error:      1282.45691 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: 5.5701274872s, input_fired_time: 0.0681652278, output_fired_time: 0.0000000000, propagate_forward_time: 5.0792346001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227275848
   testing[          , genome  2634] predictions:    9665/  10000 (96.65%), best:    9613/10000 (96.13%), error:      1192.94263, best error:      1282.45691 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:46:45 (2744): called boinc_finish(0)

</stderr_txt>
]]>