Nameexact_genome_1512568488_41_7165_1
Workunit2607117
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline16 Dec 2017, 10:00:31 UTC
Received8 Dec 2017, 17:14:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 37 min 36 sec
CPU time4 hours 30 min 5 sec
Validate stateValid
Credit2,100.47
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.84 MB
Peak swap size159.21 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0 (97.53%), best:    9753/10000 (97.53%), error:       831.99323, best error:       831.99323 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 156.2461242676s, input_fired_time: 1.8228856325, output_fired_time: 1.6396133900, propagate_forward_time: 59.1957283020, propagate_backward_time: 89.6826934814, weight_update_time: 0.1719990671, other_time: 3.9051971436
epoch time: 13.1426658630s, input_fired_time: 0.2436076105, output_fired_time: 0.0000000000, propagate_forward_time: 12.2141094208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849489212
validation[          , genome  7165] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       988.44373, best error:       831.99323 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 154.2149658203s, input_fired_time: 1.8352054358, output_fired_time: 1.6381483078, propagate_forward_time: 55.7591018677, propagate_backward_time: 91.2189254761, weight_update_time: 0.1742652059, other_time: 3.7635803223
epoch time: 12.8368930817s, input_fired_time: 1.2388480902, output_fired_time: 0.0000000000, propagate_forward_time: 10.8982505798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997947693
validation[          , genome  7165] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       843.98389, best error:       831.99323 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 158.4266662598s, input_fired_time: 1.8583604097, output_fired_time: 1.6514160633, propagate_forward_time: 58.3240776062, propagate_backward_time: 92.6019821167, weight_update_time: 0.1749219298, other_time: 3.9908218384
epoch time: 11.7377119064s, input_fired_time: 0.2230695933, output_fired_time: 0.0000000000, propagate_forward_time: 10.8473882675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672544479
validation[          , genome  7165] predictions:    9686/  10000 (96.86%), best:    9753/10000 (97.53%), error:       955.74054, best error:       831.99323 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 158.9322967529s, input_fired_time: 1.8958477974, output_fired_time: 1.6895108223, propagate_forward_time: 57.5811996460, propagate_backward_time: 93.8640365601, weight_update_time: 0.1904015392, other_time: 3.9017028809
epoch time: 12.0905933380s, input_fired_time: 0.2340784520, output_fired_time: 0.0000000000, propagate_forward_time: 11.1773099899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792049408
validation[          , genome  7165] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:      1015.27161, best error:       831.99323 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 160.0429534912s, input_fired_time: 1.8699381351, output_fired_time: 1.6687494516, propagate_forward_time: 58.5529861450, propagate_backward_time: 93.9993972778, weight_update_time: 0.1758823842, other_time: 3.9518890381
epoch time: 14.6317586899s, input_fired_time: 0.2826344669, output_fired_time: 0.0000000000, propagate_forward_time: 13.5970296860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7520942688
validation[          , genome  7165] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:      1007.57220, best error:       831.99323 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 157.0762939453s, input_fired_time: 1.8869251013, output_fired_time: 1.6649216413, propagate_forward_time: 60.5795364380, propagate_backward_time: 89.1251525879, weight_update_time: 0.1755368114, other_time: 3.8197555542
epoch time: 11.7192449570s, input_fired_time: 0.2270207703, output_fired_time: 0.0000000000, propagate_forward_time: 10.7793169022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7129068375
validation[          , genome  7165] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       992.26306, best error:       831.99323 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 155.4505767822s, input_fired_time: 1.8451550007, output_fired_time: 1.6409146786, propagate_forward_time: 58.9093170166, propagate_backward_time: 89.1039657593, weight_update_time: 0.1761496514, other_time: 3.9512252808
epoch time: 12.9652833939s, input_fired_time: 0.2325698733, output_fired_time: 0.0000000000, propagate_forward_time: 11.0230541229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7096595764
validation[          , genome  7165] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       843.44830, best error:       831.99323 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 155.3972015381s, input_fired_time: 1.8360013962, output_fired_time: 1.6261024475, propagate_forward_time: 56.9052467346, propagate_backward_time: 91.1882934570, weight_update_time: 0.1755714417, other_time: 3.8415679932
epoch time: 11.9017467499s, input_fired_time: 0.2316805273, output_fired_time: 0.0000000000, propagate_forward_time: 10.9569168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131490707
validation[          , genome  7165] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       843.39899, best error:       831.99323 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 155.5708007813s, input_fired_time: 1.8576508760, output_fired_time: 1.6338675022, propagate_forward_time: 58.8642463684, propagate_backward_time: 88.2835845947, weight_update_time: 0.1760938615, other_time: 4.9314575195
epoch time: 12.9313983917s, input_fired_time: 0.2614172697, output_fired_time: 0.0000000000, propagate_forward_time: 11.9840526581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859283447
validation[          , genome  7165] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       885.53485, best error:       831.99323 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 154.4828338623s, input_fired_time: 1.8504239321, output_fired_time: 1.6358027458, propagate_forward_time: 59.8640136719, propagate_backward_time: 87.2349472046, weight_update_time: 0.1752217114, other_time: 3.8976516724
epoch time: 12.9953899384s, input_fired_time: 0.2352792472, output_fired_time: 0.0000000000, propagate_forward_time: 12.0435199738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7165908813
validation[          , genome  7165] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       917.37061, best error:       831.99323 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 157.9216766357s, input_fired_time: 1.8684511185, output_fired_time: 1.6552164555, propagate_forward_time: 57.6854400635, propagate_backward_time: 92.6658859253, weight_update_time: 0.1773719192, other_time: 4.0466842651
epoch time: 12.1763391495s, input_fired_time: 0.2309527993, output_fired_time: 0.0000000000, propagate_forward_time: 11.2684326172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769533157
validation[          , genome  7165] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       854.37299, best error:       831.99323 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 163.3704986572s, input_fired_time: 1.8964850903, output_fired_time: 1.7796558142, propagate_forward_time: 61.2286872864, propagate_backward_time: 94.4071426392, weight_update_time: 0.1748863161, other_time: 4.0585250854
epoch time: 11.7047786713s, input_fired_time: 0.2290600985, output_fired_time: 0.0000000000, propagate_forward_time: 10.7746953964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010231018
validation[          , genome  7165] predictions:    9668/  10000 (96.68%), best:    9753/10000 (97.53%), error:      1105.78601, best error:       831.99323 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 158.8563690186s, input_fired_time: 1.8997294903, output_fired_time: 1.6612278223, propagate_forward_time: 58.0720748901, propagate_backward_time: 93.2708511353, weight_update_time: 0.1766041964, other_time: 3.9524841309
epoch time: 14.4890518188s, input_fired_time: 0.2699069083, output_fired_time: 0.0000000000, propagate_forward_time: 13.4518947601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672500610
validation[          , genome  7165] predictions:    9607/  10000 (96.07%), best:    9753/10000 (97.53%), error:      1294.79956, best error:       831.99323 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 161.8500671387s, input_fired_time: 1.9796373844, output_fired_time: 2.6990644932, propagate_forward_time: 58.3491096497, propagate_backward_time: 94.9052963257, weight_update_time: 0.1754493564, other_time: 3.9169540405
epoch time: 12.8569555283s, input_fired_time: 0.2360723168, output_fired_time: 0.0000000000, propagate_forward_time: 11.9215297699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993532181
validation[          , genome  7165] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       829.56195, best error:       829.56195 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 156.3191528320s, input_fired_time: 1.8934298754, output_fired_time: 1.6315616369, propagate_forward_time: 58.1454658508, propagate_backward_time: 90.6399383545, weight_update_time: 0.1747323126, other_time: 4.0087585449
epoch time: 12.8038511276s, input_fired_time: 0.2604979575, output_fired_time: 0.0000000000, propagate_forward_time: 11.8296175003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7137355804
validation[          , genome  7165] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       801.24805, best error:       801.24805 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 155.4066925049s, input_fired_time: 1.8421989679, output_fired_time: 2.6350560188, propagate_forward_time: 58.7952842712, propagate_backward_time: 88.2860183716, weight_update_time: 0.1748013049, other_time: 3.8481369019
epoch time: 12.9851245880s, input_fired_time: 0.2362840921, output_fired_time: 0.0000000000, propagate_forward_time: 12.0303277969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185125351
validation[          , genome  7165] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       771.72009, best error:       771.72009 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 157.8510284424s, input_fired_time: 1.8757295609, output_fired_time: 1.6491531134, propagate_forward_time: 56.7531127930, propagate_backward_time: 93.6915740967, weight_update_time: 0.1743707806, other_time: 3.8814544678
epoch time: 12.9765901566s, input_fired_time: 0.2529235780, output_fired_time: 0.0000000000, propagate_forward_time: 11.9909572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327089310
validation[          , genome  7165] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       836.93958, best error:       771.72009 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 154.4904022217s, input_fired_time: 1.8626559973, output_fired_time: 2.6437375546, propagate_forward_time: 56.5808563232, propagate_backward_time: 89.5569381714, weight_update_time: 0.1756720990, other_time: 3.8462142944
epoch time: 12.7729749680s, input_fired_time: 0.2348917127, output_fired_time: 0.0000000000, propagate_forward_time: 11.7880954742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7499876022
validation[          , genome  7165] predictions:    9768/  10000 (97.68%), best:    9759/10000 (97.59%), error:       835.44910, best error:       771.72009 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.5135498047s, input_fired_time: 1.8513239622, output_fired_time: 1.6310952902, propagate_forward_time: 56.5242614746, propagate_backward_time: 88.6362228394, weight_update_time: 0.1743384749, other_time: 4.8706588745
epoch time: 12.9015369415s, input_fired_time: 0.2406584173, output_fired_time: 0.0000000000, propagate_forward_time: 11.9503726959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105054855
validation[          , genome  7165] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       725.91974, best error:       725.91974 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 155.6387786865s, input_fired_time: 1.8689347506, output_fired_time: 2.6435673237, propagate_forward_time: 56.8960342407, propagate_backward_time: 90.4273834229, weight_update_time: 0.1746771634, other_time: 3.8028488159
epoch time: 11.7662868500s, input_fired_time: 0.2376460731, output_fired_time: 0.0000000000, propagate_forward_time: 10.8920745850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365661621
validation[          , genome  7165] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       805.02051, best error:       725.91974 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 155.8645172119s, input_fired_time: 1.8450766802, output_fired_time: 1.6237741709, propagate_forward_time: 56.0769691467, propagate_backward_time: 92.5127105713, weight_update_time: 0.1737981141, other_time: 3.8059844971
epoch time: 12.9605331421s, input_fired_time: 0.2362650037, output_fired_time: 0.0000000000, propagate_forward_time: 12.0167798996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7074880600
validation[          , genome  7165] predictions:    9685/  10000 (96.85%), best:    9786/10000 (97.86%), error:       991.96069, best error:       725.91974 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 165.3067932129s, input_fired_time: 1.8448984623, output_fired_time: 1.6266174316, propagate_forward_time: 56.7219276428, propagate_backward_time: 100.3241119385, weight_update_time: 0.1737193614, other_time: 4.7892456055
epoch time: 11.8234786987s, input_fired_time: 0.2327931970, output_fired_time: 0.0000000000, propagate_forward_time: 10.8989019394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6917839050
validation[          , genome  7165] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       843.40918, best error:       725.91974 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 155.7644348145s, input_fired_time: 1.8482255936, output_fired_time: 1.6553252935, propagate_forward_time: 58.8841438293, propagate_backward_time: 88.5367965698, weight_update_time: 0.1737270206, other_time: 4.8399581909
epoch time: 12.6459016800s, input_fired_time: 0.2328851372, output_fired_time: 0.0000000000, propagate_forward_time: 11.7546215057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583948135
validation[          , genome  7165] predictions:    9732/  10000 (97.32%), best:    9786/10000 (97.86%), error:       903.30591, best error:       725.91974 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 154.0273895264s, input_fired_time: 1.8576025963, output_fired_time: 1.6266630888, propagate_forward_time: 57.7297897339, propagate_backward_time: 89.0057678223, weight_update_time: 0.1747808009, other_time: 3.8075637817
epoch time: 12.9685888290s, input_fired_time: 0.2368136793, output_fired_time: 0.0000000000, propagate_forward_time: 12.0253772736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063980103
validation[          , genome  7165] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       881.61108, best error:       725.91974 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 155.9693603516s, input_fired_time: 1.8660088778, output_fired_time: 1.6375584602, propagate_forward_time: 58.8384971619, propagate_backward_time: 89.8244247437, weight_update_time: 0.1742906123, other_time: 3.8028640747
epoch time: 15.6763458252s, input_fired_time: 0.2905420363, output_fired_time: 0.0000000000, propagate_forward_time: 14.6003942490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7854099274
validation[          , genome  7165] predictions:    9627/  10000 (96.27%), best:    9786/10000 (97.86%), error:      1279.25208, best error:       725.91974 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 160.9285125732s, input_fired_time: 2.9235870838, output_fired_time: 1.7174396515, propagate_forward_time: 62.1180877686, propagate_backward_time: 90.4040527344, weight_update_time: 0.1722878367, other_time: 3.7653503418
epoch time: 11.7347068787s, input_fired_time: 0.2323377579, output_fired_time: 0.0000000000, propagate_forward_time: 10.8440942764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582746506
validation[          , genome  7165] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       810.37299, best error:       725.91974 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 159.1038818359s, input_fired_time: 1.8776404858, output_fired_time: 1.6691735983, propagate_forward_time: 57.1045875549, propagate_backward_time: 93.6600723267, weight_update_time: 0.1766750962, other_time: 4.7924118042
epoch time: 12.8877935410s, input_fired_time: 0.2362869382, output_fired_time: 0.0000000000, propagate_forward_time: 12.0042972565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472091675
validation[          , genome  7165] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       816.95453, best error:       725.91974 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 155.7624816895s, input_fired_time: 1.8542754650, output_fired_time: 1.6313364506, propagate_forward_time: 59.0478172302, propagate_backward_time: 89.5344772339, weight_update_time: 0.1728117913, other_time: 3.6945724487
epoch time: 11.8422832489s, input_fired_time: 0.2354815900, output_fired_time: 0.0000000000, propagate_forward_time: 10.9288501740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779518127
validation[          , genome  7165] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       816.65503, best error:       725.91974 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 162.7131805420s, input_fired_time: 1.9266563654, output_fired_time: 1.6900690794, propagate_forward_time: 58.9727020264, propagate_backward_time: 96.3553161621, weight_update_time: 0.1741254777, other_time: 3.7684478760
epoch time: 11.7963447571s, input_fired_time: 0.2351008356, output_fired_time: 0.0000000000, propagate_forward_time: 10.9126214981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486225128
validation[          , genome  7165] predictions:    9725/  10000 (97.25%), best:    9786/10000 (97.86%), error:       886.00494, best error:       725.91974 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 155.1522979736s, input_fired_time: 1.8563803434, output_fired_time: 2.6322336197, propagate_forward_time: 55.8247108459, propagate_backward_time: 91.1155471802, weight_update_time: 0.1735130399, other_time: 3.7234268188
epoch time: 12.2132329941s, input_fired_time: 0.2252438217, output_fired_time: 0.0000000000, propagate_forward_time: 11.3564062119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315832138
validation[          , genome  7165] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       833.93188, best error:       725.91974 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 155.2070770264s, input_fired_time: 1.8622757196, output_fired_time: 1.6328655481, propagate_forward_time: 56.2745895386, propagate_backward_time: 91.7528228760, weight_update_time: 0.1741201580, other_time: 3.6845321655
epoch time: 12.9934949875s, input_fired_time: 0.2357669622, output_fired_time: 0.0000000000, propagate_forward_time: 12.1160507202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416769028
validation[          , genome  7165] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       761.36523, best error:       725.91974 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 159.2839965820s, input_fired_time: 1.8868875504, output_fired_time: 1.6598918438, propagate_forward_time: 58.0176582336, propagate_backward_time: 94.0581512451, weight_update_time: 0.1724461466, other_time: 3.6614074707
epoch time: 13.1993484497s, input_fired_time: 0.2396154851, output_fired_time: 0.0000000000, propagate_forward_time: 11.2677173615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6920156479
validation[          , genome  7165] predictions:    9747/  10000 (97.47%), best:    9786/10000 (97.86%), error:       830.89569, best error:       725.91974 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 155.5233001709s, input_fired_time: 1.8480867147, output_fired_time: 1.6215332747, propagate_forward_time: 57.3419914246, propagate_backward_time: 91.0336303711, weight_update_time: 0.1728855371, other_time: 3.6780548096
epoch time: 13.0306730270s, input_fired_time: 0.2379773855, output_fired_time: 0.0000000000, propagate_forward_time: 12.1259040833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667919159
validation[          , genome  7165] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       773.30548, best error:       725.91974 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.5547790527s, input_fired_time: 1.9410662651, output_fired_time: 1.6606080532, propagate_forward_time: 61.2867546082, propagate_backward_time: 90.9744262695, weight_update_time: 0.1789302230, other_time: 3.6919097900
epoch time: 12.9184131622s, input_fired_time: 0.2355479747, output_fired_time: 0.0000000000, propagate_forward_time: 12.0426902771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401748657
validation[          , genome  7165] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       736.39691, best error:       725.91974 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 162.0416259766s, input_fired_time: 1.9196212292, output_fired_time: 1.7154308558, propagate_forward_time: 60.6288223267, propagate_backward_time: 92.0490264893, weight_update_time: 0.1820656210, other_time: 5.7287368774
epoch time: 11.7947473526s, input_fired_time: 0.2336274385, output_fired_time: 0.0000000000, propagate_forward_time: 10.9221620560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389579773
validation[          , genome  7165] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       828.97375, best error:       725.91974 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 155.4724884033s, input_fired_time: 1.8417065144, output_fired_time: 1.6144949198, propagate_forward_time: 57.0122909546, propagate_backward_time: 91.3844299316, weight_update_time: 0.1715485454, other_time: 3.6195602417
epoch time: 12.9420166016s, input_fired_time: 0.2343326509, output_fired_time: 0.0000000000, propagate_forward_time: 12.0632123947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444711685
validation[          , genome  7165] predictions:    9717/  10000 (97.17%), best:    9786/10000 (97.86%), error:       873.60315, best error:       725.91974 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 174.8421478271s, input_fired_time: 2.0097472668, output_fired_time: 1.8068745136, propagate_forward_time: 67.3653335571, propagate_backward_time: 99.5067367554, weight_update_time: 0.1973610669, other_time: 4.1534576416
epoch time: 14.4910707474s, input_fired_time: 0.2862937450, output_fired_time: 0.0000000000, propagate_forward_time: 13.3833971024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8213796616
validation[          , genome  7165] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       735.57300, best error:       725.91974 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 158.8218383789s, input_fired_time: 1.8876441717, output_fired_time: 1.7240463495, propagate_forward_time: 60.1878852844, propagate_backward_time: 91.3370208740, weight_update_time: 0.1735893935, other_time: 3.6852416992
epoch time: 15.4840946198s, input_fired_time: 0.2544586957, output_fired_time: 0.0000000000, propagate_forward_time: 14.4129915237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8166446686
validation[          , genome  7165] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       798.42407, best error:       725.91974 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 168.1983337402s, input_fired_time: 1.9560046196, output_fired_time: 1.7354768515, propagate_forward_time: 64.6975860596, propagate_backward_time: 94.9048385620, weight_update_time: 0.1890844256, other_time: 4.9044265747
epoch time: 11.7266912460s, input_fired_time: 0.2323494554, output_fired_time: 0.0000000000, propagate_forward_time: 10.8606376648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337041855
validation[          , genome  7165] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       847.98865, best error:       725.91974 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 161.5335083008s, input_fired_time: 1.9211492538, output_fired_time: 1.7028925419, propagate_forward_time: 62.1142120361, propagate_backward_time: 92.0862960815, weight_update_time: 0.1703096777, other_time: 3.7089614868
epoch time: 18.3043174744s, input_fired_time: 0.3602106273, output_fired_time: 0.0000000000, propagate_forward_time: 16.9568138123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9872932434
validation[          , genome  7165] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       720.07281, best error:       720.07281 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.8158111572s, input_fired_time: 1.8576600552, output_fired_time: 1.6961956024, propagate_forward_time: 59.5636329651, propagate_backward_time: 90.0576171875, weight_update_time: 0.1714536399, other_time: 5.6407012939
epoch time: 13.2277488708s, input_fired_time: 0.2372447848, output_fired_time: 0.0000000000, propagate_forward_time: 12.3275737762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629304886
validation[          , genome  7165] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       763.51422, best error:       720.07281 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 156.3698425293s, input_fired_time: 1.8450627327, output_fired_time: 1.7469667196, propagate_forward_time: 58.0308914185, propagate_backward_time: 91.1672363281, weight_update_time: 0.1704972535, other_time: 3.5796890259
epoch time: 20.3878440857s, input_fired_time: 0.3725810051, output_fired_time: 0.0000000000, propagate_forward_time: 18.9839611053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0313014984
validation[          , genome  7165] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       811.71240, best error:       720.07281 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.3430480957s, input_fired_time: 1.8883841038, output_fired_time: 1.6337971687, propagate_forward_time: 59.5070266724, propagate_backward_time: 91.6469116211, weight_update_time: 0.1725733280, other_time: 3.6669235229
epoch time: 11.8020763397s, input_fired_time: 0.2336108536, output_fired_time: 0.0000000000, propagate_forward_time: 10.9037599564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647052765
validation[          , genome  7165] predictions:    9789/  10000 (97.89%), best:    9776/10000 (97.76%), error:       741.50623, best error:       720.07281 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 156.2504577637s, input_fired_time: 1.8451608419, output_fired_time: 1.6494444609, propagate_forward_time: 58.1985244751, propagate_backward_time: 90.9581680298, weight_update_time: 0.1714990884, other_time: 3.5991668701
epoch time: 12.9834508896s, input_fired_time: 0.2380125374, output_fired_time: 0.0000000000, propagate_forward_time: 12.0982809067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471576691
validation[          , genome  7165] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       797.76196, best error:       720.07281 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 155.3315887451s, input_fired_time: 1.8553313017, output_fired_time: 1.6301367283, propagate_forward_time: 58.2244606018, propagate_backward_time: 90.0261230469, weight_update_time: 0.1710568666, other_time: 3.5955352783
epoch time: 12.9965095520s, input_fired_time: 0.2364261895, output_fired_time: 0.0000000000, propagate_forward_time: 11.0566263199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7034568787
validation[          , genome  7165] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       710.00726, best error:       710.00726 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 156.7041625977s, input_fired_time: 1.8560819626, output_fired_time: 1.6312878132, propagate_forward_time: 61.3888359070, propagate_backward_time: 88.1804809570, weight_update_time: 0.1714477241, other_time: 3.6474761963
epoch time: 12.6939191818s, input_fired_time: 0.2343169302, output_fired_time: 0.0000000000, propagate_forward_time: 10.9065904617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5530118942
validation[          , genome  7165] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       756.05981, best error:       710.00726 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 155.0648956299s, input_fired_time: 1.8528547287, output_fired_time: 1.6435834169, propagate_forward_time: 57.3069801331, propagate_backward_time: 89.6225128174, weight_update_time: 0.1719356030, other_time: 4.6389617920
epoch time: 17.1691226959s, input_fired_time: 0.3040551245, output_fired_time: 0.0000000000, propagate_forward_time: 16.0496501923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8154182434
validation[          , genome  7165] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       696.67523, best error:       696.67523 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 166.4466247559s, input_fired_time: 2.0336925983, output_fired_time: 1.6997452974, propagate_forward_time: 62.8271369934, propagate_backward_time: 96.1213607788, weight_update_time: 0.1732149571, other_time: 3.7646865845
epoch time: 11.8609542847s, input_fired_time: 0.2374178171, output_fired_time: 0.0000000000, propagate_forward_time: 10.9765748978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469612122
validation[          , genome  7165] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       799.06006, best error:       696.67523 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 156.2810516357s, input_fired_time: 3.8656153679, output_fired_time: 1.6304813623, propagate_forward_time: 58.1913566589, propagate_backward_time: 88.9674911499, weight_update_time: 0.1714941859, other_time: 3.6261062622
epoch time: 12.9632253647s, input_fired_time: 0.2365791798, output_fired_time: 0.0000000000, propagate_forward_time: 12.0761203766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505260468
validation[          , genome  7165] predictions:    9761/  10000 (97.61%), best:    9799/10000 (97.99%), error:       786.88098, best error:       696.67523 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 159.8555450439s, input_fired_time: 1.8893696070, output_fired_time: 1.6429008245, propagate_forward_time: 61.6587409973, propagate_backward_time: 90.9424591064, weight_update_time: 0.1724500656, other_time: 3.7220764160
epoch time: 11.5676202774s, input_fired_time: 0.2311771214, output_fired_time: 0.0000000000, propagate_forward_time: 10.7153263092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211166382
validation[          , genome  7165] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       798.86530, best error:       696.67523 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 156.4857025146s, input_fired_time: 1.8974181414, output_fired_time: 1.6246668100, propagate_forward_time: 56.3639907837, propagate_backward_time: 91.9372024536, weight_update_time: 0.1720240116, other_time: 4.6624298096
epoch time: 12.9154291153s, input_fired_time: 0.2387347668, output_fired_time: 0.0000000000, propagate_forward_time: 12.0269107819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497831345
validation[          , genome  7165] predictions:    9722/  10000 (97.22%), best:    9799/10000 (97.99%), error:       935.00641, best error:       696.67523 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 156.1113586426s, input_fired_time: 1.8527305126, output_fired_time: 1.6255071163, propagate_forward_time: 58.1698303223, propagate_backward_time: 90.8366317749, weight_update_time: 0.1707005501, other_time: 3.6266555786
epoch time: 11.7875146866s, input_fired_time: 0.2325254679, output_fired_time: 0.0000000000, propagate_forward_time: 10.9203157425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346731186
validation[          , genome  7165] predictions:    9739/  10000 (97.39%), best:    9799/10000 (97.99%), error:       904.22223, best error:       696.67523 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 156.7198791504s, input_fired_time: 1.8840316534, output_fired_time: 1.6274766922, propagate_forward_time: 58.5925331116, propagate_backward_time: 90.9815292358, weight_update_time: 0.1717855036, other_time: 3.6343154907
epoch time: 12.2795095444s, input_fired_time: 0.2404756099, output_fired_time: 0.0000000000, propagate_forward_time: 11.3731021881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659317017
validation[          , genome  7165] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       774.75452, best error:       696.67523 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 162.1795654297s, input_fired_time: 1.9638439417, output_fired_time: 1.6795725822, propagate_forward_time: 61.3300209045, propagate_backward_time: 93.4066848755, weight_update_time: 0.1824675649, other_time: 3.7994613647
epoch time: 11.9596996307s, input_fired_time: 0.2362307012, output_fired_time: 0.0000000000, propagate_forward_time: 11.0581083298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653604507
validation[          , genome  7165] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       795.06818, best error:       696.67523 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 165.8603057861s, input_fired_time: 1.9605422020, output_fired_time: 1.7034429312, propagate_forward_time: 61.6577796936, propagate_backward_time: 96.7520217896, weight_update_time: 0.1823258847, other_time: 3.7865219116
epoch time: 11.7670822144s, input_fired_time: 0.2333811224, output_fired_time: 0.0000000000, propagate_forward_time: 10.8952922821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384086609
validation[          , genome  7165] predictions:    9749/  10000 (97.49%), best:    9799/10000 (97.99%), error:       880.83527, best error:       696.67523 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 156.4258575439s, input_fired_time: 1.8754889965, output_fired_time: 1.6462838650, propagate_forward_time: 57.5477790833, propagate_backward_time: 91.7222290039, weight_update_time: 0.1732984781, other_time: 3.6340789795
epoch time: 12.9676589966s, input_fired_time: 0.2381820977, output_fired_time: 0.0000000000, propagate_forward_time: 12.0601329803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693439484
validation[          , genome  7165] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       775.83716, best error:       696.67523 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 158.5548400879s, input_fired_time: 1.9115469456, output_fired_time: 1.6386193037, propagate_forward_time: 58.1261863708, propagate_backward_time: 93.1390075684, weight_update_time: 0.1790406555, other_time: 3.7394714355
epoch time: 12.2438793182s, input_fired_time: 0.2609890401, output_fired_time: 0.0000000000, propagate_forward_time: 11.3392696381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436204910
validation[          , genome  7165] predictions:    9767/  10000 (97.67%), best:    9799/10000 (97.99%), error:       768.77350, best error:       696.67523 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 156.1873626709s, input_fired_time: 1.8588498831, output_fired_time: 1.6320781708, propagate_forward_time: 59.2710189819, propagate_backward_time: 89.8265457153, weight_update_time: 0.1716809124, other_time: 3.5988616943
epoch time: 13.1957426071s, input_fired_time: 0.2420100868, output_fired_time: 0.0000000000, propagate_forward_time: 12.2937269211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600055695
validation[          , genome  7165] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       696.54041, best error:       696.54041 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 156.0457611084s, input_fired_time: 1.8575388193, output_fired_time: 1.6304241419, propagate_forward_time: 57.1327781677, propagate_backward_time: 90.8090057373, weight_update_time: 0.1720884144, other_time: 4.6160125732
epoch time: 11.8012371063s, input_fired_time: 0.2357992828, output_fired_time: 0.0000000000, propagate_forward_time: 10.9272098541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382284164
validation[          , genome  7165] predictions:    9719/  10000 (97.19%), best:    9799/10000 (97.99%), error:       918.32153, best error:       696.54041 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 162.3131713867s, input_fired_time: 1.9118709564, output_fired_time: 1.6618622541, propagate_forward_time: 61.3271713257, propagate_backward_time: 93.6875534058, weight_update_time: 0.1728538573, other_time: 3.7247161865
epoch time: 12.7400283813s, input_fired_time: 0.2465759069, output_fired_time: 0.0000000000, propagate_forward_time: 11.8346614838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587905884
validation[          , genome  7165] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       744.69165, best error:       696.54041 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 162.0977935791s, input_fired_time: 1.9153712988, output_fired_time: 1.6860978603, propagate_forward_time: 63.2504005432, propagate_backward_time: 91.4428939819, weight_update_time: 0.1731230170, other_time: 3.8030319214
epoch time: 12.9739999771s, input_fired_time: 0.2792810202, output_fired_time: 0.0000000000, propagate_forward_time: 12.0488691330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458501816
validation[          , genome  7165] predictions:    9787/  10000 (97.87%), best:    9799/10000 (97.99%), error:       713.39746, best error:       696.54041 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 155.8013916016s, input_fired_time: 1.8663512468, output_fired_time: 1.6190800667, propagate_forward_time: 59.0843582153, propagate_backward_time: 89.6134414673, weight_update_time: 0.1709317714, other_time: 3.6181640625
epoch time: 11.7368698120s, input_fired_time: 0.2355455905, output_fired_time: 0.0000000000, propagate_forward_time: 10.8664588928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348657608
validation[          , genome  7165] predictions:    9782/  10000 (97.82%), best:    9799/10000 (97.99%), error:       756.00531, best error:       696.54041 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.1533660889s, input_fired_time: 2.0312674046, output_fired_time: 1.7414435148, propagate_forward_time: 62.0584182739, propagate_backward_time: 98.4887313843, weight_update_time: 0.1719931811, other_time: 3.8335113525
epoch time: 11.7979021072s, input_fired_time: 0.2349430323, output_fired_time: 0.0000000000, propagate_forward_time: 10.9190807343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438779831
validation[          , genome  7165] predictions:    9765/  10000 (97.65%), best:    9799/10000 (97.99%), error:       757.87677, best error:       696.54041 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 160.4927520752s, input_fired_time: 1.9064871073, output_fired_time: 1.6721066236, propagate_forward_time: 59.0699348450, propagate_backward_time: 94.1050720215, weight_update_time: 0.1799098402, other_time: 3.7391510010
epoch time: 13.1196851730s, input_fired_time: 0.2387303859, output_fired_time: 0.0000000000, propagate_forward_time: 12.2232437134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577110291
validation[          , genome  7165] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       736.91022, best error:       696.54041 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 156.4447479248s, input_fired_time: 1.9917681217, output_fired_time: 1.6296277046, propagate_forward_time: 58.2785415649, propagate_backward_time: 89.9012069702, weight_update_time: 0.1722130328, other_time: 4.6436004639
epoch time: 11.7943620682s, input_fired_time: 0.2359893322, output_fired_time: 0.0000000000, propagate_forward_time: 10.9254951477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328773499
validation[          , genome  7165] predictions:    9781/  10000 (97.81%), best:    9799/10000 (97.99%), error:       749.31805, best error:       696.54041 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 155.7388305664s, input_fired_time: 1.8733308315, output_fired_time: 1.6243671179, propagate_forward_time: 59.0522880554, propagate_backward_time: 89.5299682617, weight_update_time: 0.1712372005, other_time: 3.6588592529
epoch time: 12.9897432327s, input_fired_time: 0.2418009043, output_fired_time: 0.0000000000, propagate_forward_time: 12.0974817276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504602432
validation[          , genome  7165] predictions:    9779/  10000 (97.79%), best:    9799/10000 (97.99%), error:       740.90533, best error:       696.54041 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 155.9973907471s, input_fired_time: 2.9987456799, output_fired_time: 2.6455307007, propagate_forward_time: 56.4332618713, propagate_backward_time: 90.3011550903, weight_update_time: 0.1717233956, other_time: 3.6187057495
epoch time: 11.8655910492s, input_fired_time: 0.2375385761, output_fired_time: 0.0000000000, propagate_forward_time: 10.9757318497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523208618
validation[          , genome  7165] predictions:    9754/  10000 (97.54%), best:    9799/10000 (97.99%), error:       830.66730, best error:       696.54041 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 156.3828430176s, input_fired_time: 1.8923255205, output_fired_time: 1.6328140497, propagate_forward_time: 57.2412681580, propagate_backward_time: 91.9543533325, weight_update_time: 0.1722659618, other_time: 3.6620864868
epoch time: 12.8929500580s, input_fired_time: 0.2380619198, output_fired_time: 0.0000000000, propagate_forward_time: 12.0172367096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376514435
validation[          , genome  7165] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       741.01868, best error:       696.54041 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 173.7370452881s, input_fired_time: 2.1034877300, output_fired_time: 1.8527561426, propagate_forward_time: 66.5951004028, propagate_backward_time: 98.1700439453, weight_update_time: 0.1952300072, other_time: 5.0156631470
epoch time: 13.2892246246s, input_fired_time: 0.2570810020, output_fired_time: 0.0000000000, propagate_forward_time: 12.3531332016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790103912
validation[          , genome  7165] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       728.93103, best error:       696.54041 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 159.3369750977s, input_fired_time: 1.9017014503, output_fired_time: 2.5651640892, propagate_forward_time: 60.2362670898, propagate_backward_time: 90.8910522461, weight_update_time: 0.1725502461, other_time: 3.7427825928
epoch time: 13.1137342453s, input_fired_time: 0.2413513660, output_fired_time: 0.0000000000, propagate_forward_time: 12.2049026489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674804688
validation[          , genome  7165] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       792.08258, best error:       696.54041 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 155.6309509277s, input_fired_time: 1.8667730093, output_fired_time: 1.6191340685, propagate_forward_time: 58.1147384644, propagate_backward_time: 90.4219970703, weight_update_time: 0.1720972508, other_time: 3.6082992554
epoch time: 11.5361614227s, input_fired_time: 0.2326466292, output_fired_time: 0.0000000000, propagate_forward_time: 10.6729803085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305341721
validation[          , genome  7165] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       690.25201, best error:       690.25201 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 155.3508148193s, input_fired_time: 1.8643333912, output_fired_time: 1.6220871210, propagate_forward_time: 56.9702033997, propagate_backward_time: 91.2610931396, weight_update_time: 0.1705417186, other_time: 3.6331024170
epoch time: 14.4752111435s, input_fired_time: 0.2664684057, output_fired_time: 0.0000000000, propagate_forward_time: 13.4831962585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7255468369
validation[          , genome  7165] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       895.74316, best error:       690.25201 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 159.8090209961s, input_fired_time: 1.9395195246, output_fired_time: 1.6512054205, propagate_forward_time: 58.3765296936, propagate_backward_time: 92.0599746704, weight_update_time: 0.1813216656, other_time: 5.7818069458
epoch time: 11.8717546463s, input_fired_time: 0.2394512445, output_fired_time: 0.0000000000, propagate_forward_time: 10.9713964462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609067917
validation[          , genome  7165] predictions:    9788/  10000 (97.88%), best:    9787/10000 (97.87%), error:       751.22528, best error:       690.25201 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 156.3206939697s, input_fired_time: 1.8742336035, output_fired_time: 1.6378887892, propagate_forward_time: 59.2687225342, propagate_backward_time: 89.9047698975, weight_update_time: 0.1719619483, other_time: 3.6350708008
epoch time: 15.1144065857s, input_fired_time: 0.2649851739, output_fired_time: 0.0000000000, propagate_forward_time: 14.0965185165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7529029846
validation[          , genome  7165] predictions:    9770/  10000 (97.70%), best:    9787/10000 (97.87%), error:       753.36176, best error:       690.25201 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 160.9094543457s, input_fired_time: 1.8875876665, output_fired_time: 1.7549962997, propagate_forward_time: 61.1486244202, propagate_backward_time: 92.4429855347, weight_update_time: 0.1712836325, other_time: 3.6752700806
epoch time: 13.1431856155s, input_fired_time: 0.2405322343, output_fired_time: 0.0000000000, propagate_forward_time: 12.2680034637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346502304
validation[          , genome  7165] predictions:    9760/  10000 (97.60%), best:    9787/10000 (97.87%), error:       785.07257, best error:       690.25201 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.4700469971s, input_fired_time: 1.8731517792, output_fired_time: 1.6801128387, propagate_forward_time: 60.2361564636, propagate_backward_time: 88.0436935425, weight_update_time: 0.1720230728, other_time: 3.6369247437
epoch time: 12.8192405701s, input_fired_time: 0.2392742932, output_fired_time: 0.0000000000, propagate_forward_time: 11.9367675781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431989670
validation[          , genome  7165] predictions:    9798/  10000 (97.98%), best:    9787/10000 (97.87%), error:       711.85742, best error:       690.25201 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 163.8686676025s, input_fired_time: 1.9645639658, output_fired_time: 1.7249169350, propagate_forward_time: 61.0539550781, propagate_backward_time: 95.3701705933, weight_update_time: 0.1799375117, other_time: 3.7550582886
epoch time: 13.0075845718s, input_fired_time: 0.2396413088, output_fired_time: 0.0000000000, propagate_forward_time: 11.1153707504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6525726318
validation[          , genome  7165] predictions:    9726/  10000 (97.26%), best:    9787/10000 (97.87%), error:       919.72528, best error:       690.25201 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 171.4688262939s, input_fired_time: 2.1227853298, output_fired_time: 1.7334752083, propagate_forward_time: 64.1830978394, propagate_backward_time: 99.5055847168, weight_update_time: 0.1718715429, other_time: 3.9238815308
epoch time: 11.8827953339s, input_fired_time: 0.2372086644, output_fired_time: 0.0000000000, propagate_forward_time: 11.0166978836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288890839
validation[          , genome  7165] predictions:    9797/  10000 (97.97%), best:    9787/10000 (97.87%), error:       694.99884, best error:       690.25201 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 158.1473083496s, input_fired_time: 1.9158091545, output_fired_time: 1.6525092125, propagate_forward_time: 57.9688949585, propagate_backward_time: 91.9405975342, weight_update_time: 0.1742231399, other_time: 4.6695022583
epoch time: 12.9422073364s, input_fired_time: 0.2430123389, output_fired_time: 0.0000000000, propagate_forward_time: 12.0554533005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437416077
validation[          , genome  7165] predictions:    9776/  10000 (97.76%), best:    9787/10000 (97.87%), error:       765.90979, best error:       690.25201 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 168.9279937744s, input_fired_time: 2.0108096600, output_fired_time: 1.7757823467, propagate_forward_time: 65.4103622437, propagate_backward_time: 95.4632034302, weight_update_time: 0.1752185076, other_time: 4.2678375244
epoch time: 13.2434310913s, input_fired_time: 0.2488576323, output_fired_time: 0.0000000000, propagate_forward_time: 12.3298158646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647577286
validation[          , genome  7165] predictions:    9726/  10000 (97.26%), best:    9787/10000 (97.87%), error:       953.69897, best error:       690.25201 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.0199584961s, input_fired_time: 2.0286943913, output_fired_time: 1.7528866529, propagate_forward_time: 61.7728042603, propagate_backward_time: 97.6881256104, weight_update_time: 0.1711262614, other_time: 3.7774429321
epoch time: 18.7831726074s, input_fired_time: 0.3404560983, output_fired_time: 0.0000000000, propagate_forward_time: 17.5230846405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9196319580
validation[          , genome  7165] predictions:    9781/  10000 (97.81%), best:    9787/10000 (97.87%), error:       751.44733, best error:       690.25201 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 155.6941528320s, input_fired_time: 1.8753200769, output_fired_time: 1.6392650604, propagate_forward_time: 58.9333877563, propagate_backward_time: 89.6735610962, weight_update_time: 0.1709038764, other_time: 3.5726165771
epoch time: 13.3456687927s, input_fired_time: 0.2463149726, output_fired_time: 0.0000000000, propagate_forward_time: 12.4451074600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542463303
validation[          , genome  7165] predictions:    9735/  10000 (97.35%), best:    9787/10000 (97.87%), error:       862.76184, best error:       690.25201 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 164.9371185303s, input_fired_time: 2.0102012157, output_fired_time: 1.6890987158, propagate_forward_time: 60.6284217834, propagate_backward_time: 96.7670669556, weight_update_time: 0.1956532151, other_time: 3.8423233032
epoch time: 13.1304187775s, input_fired_time: 0.2465437204, output_fired_time: 0.0000000000, propagate_forward_time: 12.2281665802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557083130
validation[          , genome  7165] predictions:    9789/  10000 (97.89%), best:    9787/10000 (97.87%), error:       724.47565, best error:       690.25201 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.6693878174s, input_fired_time: 1.8747925758, output_fired_time: 2.6317119598, propagate_forward_time: 57.9558181763, propagate_backward_time: 87.6095809937, weight_update_time: 0.1710259616, other_time: 4.5974884033
epoch time: 13.1459474564s, input_fired_time: 0.2402244359, output_fired_time: 0.0000000000, propagate_forward_time: 11.2589616776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6467609406
validation[          , genome  7165] predictions:    9769/  10000 (97.69%), best:    9787/10000 (97.87%), error:       769.15149, best error:       690.25201 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.3638610840s, input_fired_time: 2.0085217953, output_fired_time: 1.7336171865, propagate_forward_time: 60.2754554749, propagate_backward_time: 98.5458602905, weight_update_time: 0.1886202544, other_time: 3.8004226685
epoch time: 13.1127843857s, input_fired_time: 0.2416196167, output_fired_time: 0.0000000000, propagate_forward_time: 12.2317914963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6393728256
validation[          , genome  7165] predictions:    9781/  10000 (97.81%), best:    9787/10000 (97.87%), error:       774.67053, best error:       690.25201 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 170.7297363281s, input_fired_time: 2.0270564556, output_fired_time: 1.8474171162, propagate_forward_time: 62.3976898193, propagate_backward_time: 98.6261367798, weight_update_time: 0.1876447648, other_time: 5.8314437866
epoch time: 11.7331466675s, input_fired_time: 0.2375961244, output_fired_time: 0.0000000000, propagate_forward_time: 10.8591032028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364469528
validation[          , genome  7165] predictions:    9777/  10000 (97.77%), best:    9787/10000 (97.87%), error:       750.27411, best error:       690.25201 on epoch:    85, 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: 62.0697174072s, input_fired_time: 1.1903649569, output_fired_time: 0.0000000000, propagate_forward_time: 57.5615997314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3177528381
best training[          , genome  7165] predictions:   49688/  50000 (99.38%), best:    9787/10000 (97.87%), error:      1288.67883, best error:       690.25201 on epoch:    85, 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: 12.9149885178s, input_fired_time: 0.2444857508, output_fired_time: 0.0000000000, propagate_forward_time: 12.0395975113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309051514
   testing[          , genome  7165] predictions:    9807/  10000 (98.07%), best:    9787/10000 (97.87%), error:       687.77234, best error:       690.25201 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:10:00 (11164): called boinc_finish(0)

</stderr_txt>
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