Nameexact_genome_1512568488_43_6653_1
Workunit2604559
Created7 Dec 2017, 21:07:49 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline17 Dec 2017, 20:17:45 UTC
Received8 Dec 2017, 1:25:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time3 hours 1 min 27 sec
CPU time2 hours 58 min 57 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
h:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 98.2962875366s, input_fired_time: 1.1767172813, output_fired_time: 0.7602303028, propagate_forward_time: 39.7635231018, propagate_backward_time: 54.2118797302, weight_update_time: 0.1290186793, other_time: 2.3839340210
epoch time: 8.5351963043s, input_fired_time: 0.1192299202, output_fired_time: 0.0000000000, propagate_forward_time: 8.0097398758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062261581
validation[          , genome  6653] predictions:    9692/  10000 (96.92%), best:    9747/10000 (97.47%), error:       969.59009, best error:       857.47180 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.4971160889s, input_fired_time: 1.1749519110, output_fired_time: 0.7436953187, propagate_forward_time: 39.9439697266, propagate_backward_time: 54.2696228027, weight_update_time: 0.1318170577, other_time: 2.3648757935
epoch time: 8.5033969879s, input_fired_time: 0.1371517777, output_fired_time: 0.0000000000, propagate_forward_time: 7.9706625938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955826759
validation[          , genome  6653] predictions:    9729/  10000 (97.29%), best:    9747/10000 (97.47%), error:       901.78522, best error:       857.47180 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.5782318115s, input_fired_time: 1.1818069220, output_fired_time: 0.7523860335, propagate_forward_time: 40.0838813782, propagate_backward_time: 54.1577835083, weight_update_time: 0.1282529980, other_time: 2.4023704529
epoch time: 8.4484910965s, input_fired_time: 0.1187685952, output_fired_time: 0.0000000000, propagate_forward_time: 7.9378743172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918480873
validation[          , genome  6653] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       800.74725, best error:       800.74725 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 97.8571929932s, input_fired_time: 1.1931543350, output_fired_time: 0.7457841635, propagate_forward_time: 39.5185203552, propagate_backward_time: 54.0410957336, weight_update_time: 0.1284363717, other_time: 2.3586425781
epoch time: 8.3841104507s, input_fired_time: 0.1184029132, output_fired_time: 0.0000000000, propagate_forward_time: 7.8742041588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915038109
validation[          , genome  6653] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       857.30212, best error:       800.74725 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 98.8153839111s, input_fired_time: 1.1719493866, output_fired_time: 0.7550472617, propagate_forward_time: 40.0380249023, propagate_backward_time: 54.4497070312, weight_update_time: 0.1271901280, other_time: 2.4006500244
epoch time: 8.3972730637s, input_fired_time: 0.1204316989, output_fired_time: 0.0000000000, propagate_forward_time: 7.8715338707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053072929
validation[          , genome  6653] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       864.70923, best error:       800.74725 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 98.4463195801s, input_fired_time: 1.1870846748, output_fired_time: 0.7447841763, propagate_forward_time: 39.9388427734, propagate_backward_time: 54.2093963623, weight_update_time: 0.1296255440, other_time: 2.3662109375
epoch time: 8.4614753723s, input_fired_time: 0.1215244755, output_fired_time: 0.0000000000, propagate_forward_time: 7.9379820824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019684792
validation[          , genome  6653] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       837.81079, best error:       800.74725 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.5832138062s, input_fired_time: 1.1580437422, output_fired_time: 0.7417857647, propagate_forward_time: 39.4782943726, propagate_backward_time: 53.8307228088, weight_update_time: 0.1270453483, other_time: 2.3743705750
epoch time: 8.5767450333s, input_fired_time: 0.1190029830, output_fired_time: 0.0000000000, propagate_forward_time: 8.0530529022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046888351
validation[          , genome  6653] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       785.93274, best error:       785.93274 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 98.5407562256s, input_fired_time: 1.2240049839, output_fired_time: 0.7528215051, propagate_forward_time: 39.9715385437, propagate_backward_time: 54.1741943359, weight_update_time: 0.1285810918, other_time: 2.4181938171
epoch time: 8.4274864197s, input_fired_time: 0.1279428154, output_fired_time: 0.0000000000, propagate_forward_time: 7.9071793556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923640251
validation[          , genome  6653] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       748.55530, best error:       748.55530 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.3240280151s, input_fired_time: 1.1556521654, output_fired_time: 0.7674194574, propagate_forward_time: 39.8186302185, propagate_backward_time: 54.2406768799, weight_update_time: 0.1253236383, other_time: 2.3416481018
epoch time: 8.4080486298s, input_fired_time: 0.1282075047, output_fired_time: 0.0000000000, propagate_forward_time: 7.8845705986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952708244
validation[          , genome  6653] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       724.51447, best error:       724.51447 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.2059326172s, input_fired_time: 1.1442503929, output_fired_time: 0.7474672198, propagate_forward_time: 39.6969642639, propagate_backward_time: 54.2735710144, weight_update_time: 0.1241325960, other_time: 2.3436813354
epoch time: 8.5785322189s, input_fired_time: 0.1208322719, output_fired_time: 0.0000000000, propagate_forward_time: 8.0633611679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943386078
validation[          , genome  6653] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       754.07660, best error:       724.51447 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.6565704346s, input_fired_time: 1.1498705149, output_fired_time: 0.7622464895, propagate_forward_time: 39.4307060242, propagate_backward_time: 54.0019226074, weight_update_time: 0.1252819449, other_time: 2.3118247986
epoch time: 8.3690605164s, input_fired_time: 0.1171729863, output_fired_time: 0.0000000000, propagate_forward_time: 7.8651452065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867421150
validation[          , genome  6653] predictions:    9667/  10000 (96.67%), best:    9780/10000 (97.80%), error:      1002.94818, best error:       724.51447 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.0620346069s, input_fired_time: 1.1700783968, output_fired_time: 0.7389606237, propagate_forward_time: 39.9030761719, propagate_backward_time: 53.9488143921, weight_update_time: 0.1239473894, other_time: 2.3011016846
epoch time: 8.3790626526s, input_fired_time: 0.1169592440, output_fired_time: 0.0000000000, propagate_forward_time: 7.8757848740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863182068
validation[          , genome  6653] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       764.39551, best error:       724.51447 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 98.0798263550s, input_fired_time: 1.1518292427, output_fired_time: 0.7500365973, propagate_forward_time: 39.8455276489, propagate_backward_time: 54.0355682373, weight_update_time: 0.1241788939, other_time: 2.2968597412
epoch time: 8.3984098434s, input_fired_time: 0.1185401604, output_fired_time: 0.0000000000, propagate_forward_time: 7.8897185326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901515007
validation[          , genome  6653] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       862.47858, best error:       724.51447 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 98.2363357544s, input_fired_time: 1.1950465441, output_fired_time: 0.7390936613, propagate_forward_time: 39.8042907715, propagate_backward_time: 54.1780357361, weight_update_time: 0.1245016232, other_time: 2.3198738098
epoch time: 8.6260910034s, input_fired_time: 0.1231105924, output_fired_time: 0.0000000000, propagate_forward_time: 8.1089973450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939828873
validation[          , genome  6653] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       839.31927, best error:       724.51447 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 98.6593856812s, input_fired_time: 1.1459572315, output_fired_time: 0.7461080551, propagate_forward_time: 39.9724922180, propagate_backward_time: 54.4445991516, weight_update_time: 0.1253868341, other_time: 2.3502273560
epoch time: 8.4318675995s, input_fired_time: 0.1277602464, output_fired_time: 0.0000000000, propagate_forward_time: 7.9107294083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933782578
validation[          , genome  6653] predictions:    9664/  10000 (96.64%), best:    9780/10000 (97.80%), error:      1073.46521, best error:       724.51447 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 98.6834106445s, input_fired_time: 1.1699377298, output_fired_time: 0.7495393753, propagate_forward_time: 40.0303993225, propagate_backward_time: 54.3681068420, weight_update_time: 0.1317952871, other_time: 2.3654251099
epoch time: 8.4478816986s, input_fired_time: 0.1206146702, output_fired_time: 0.0000000000, propagate_forward_time: 7.9374599457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898067474
validation[          , genome  6653] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       744.99207, best error:       724.51447 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.9593048096s, input_fired_time: 1.1532078981, output_fired_time: 0.7498079538, propagate_forward_time: 39.6945457458, propagate_backward_time: 54.0007705688, weight_update_time: 0.1244546250, other_time: 2.3609733582
epoch time: 8.3833312988s, input_fired_time: 0.1200527176, output_fired_time: 0.0000000000, propagate_forward_time: 7.8743700981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889088631
validation[          , genome  6653] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       694.81323, best error:       694.81323 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.2866668701s, input_fired_time: 1.1522984505, output_fired_time: 0.7702113390, propagate_forward_time: 39.7393760681, propagate_backward_time: 54.3037681580, weight_update_time: 0.1260756403, other_time: 2.3210144043
epoch time: 8.4541988373s, input_fired_time: 0.1197089478, output_fired_time: 0.0000000000, propagate_forward_time: 7.9432702065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912196159
validation[          , genome  6653] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       775.82196, best error:       694.81323 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 98.1686477661s, input_fired_time: 1.1659427881, output_fired_time: 0.7644150853, propagate_forward_time: 39.7463836670, propagate_backward_time: 54.1743507385, weight_update_time: 0.1248252541, other_time: 2.3175621033
epoch time: 8.4503898621s, input_fired_time: 0.1194955930, output_fired_time: 0.0000000000, propagate_forward_time: 7.9421081543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887863159
validation[          , genome  6653] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       749.19647, best error:       694.81323 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.3102569580s, input_fired_time: 1.1630281210, output_fired_time: 0.7497230768, propagate_forward_time: 39.8471832275, propagate_backward_time: 54.1861801147, weight_update_time: 0.1242597103, other_time: 2.3641433716
epoch time: 8.4457082748s, input_fired_time: 0.1190910265, output_fired_time: 0.0000000000, propagate_forward_time: 7.9287633896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978538513
validation[          , genome  6653] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       807.70935, best error:       694.81323 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.5454864502s, input_fired_time: 1.1697124243, output_fired_time: 0.7624360919, propagate_forward_time: 39.8751449585, propagate_backward_time: 54.3733177185, weight_update_time: 0.1518098563, other_time: 2.3648719788
epoch time: 8.3241882324s, input_fired_time: 0.1165844873, output_fired_time: 0.0000000000, propagate_forward_time: 7.8250546455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825488091
validation[          , genome  6653] predictions:    9682/  10000 (96.82%), best:    9796/10000 (97.96%), error:       985.06378, best error:       694.81323 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.8142776489s, input_fired_time: 1.1690894365, output_fired_time: 0.7583415508, propagate_forward_time: 40.0419998169, propagate_backward_time: 54.5035362244, weight_update_time: 0.1246714219, other_time: 2.3413124084
epoch time: 8.3127822876s, input_fired_time: 0.1181270182, output_fired_time: 0.0000000000, propagate_forward_time: 7.8092937469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853616714
validation[          , genome  6653] predictions:    9733/  10000 (97.33%), best:    9796/10000 (97.96%), error:       838.13068, best error:       694.81323 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.4143600464s, input_fired_time: 1.1502345800, output_fired_time: 0.7406321764, propagate_forward_time: 39.4163970947, propagate_backward_time: 53.8027648926, weight_update_time: 0.1230770499, other_time: 2.3043289185
epoch time: 8.4544391632s, input_fired_time: 0.1194179431, output_fired_time: 0.0000000000, propagate_forward_time: 7.9181313515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168896675
validation[          , genome  6653] predictions:    9758/  10000 (97.58%), best:    9796/10000 (97.96%), error:       762.55511, best error:       694.81323 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.2374267578s, input_fired_time: 1.1594318151, output_fired_time: 0.7409655452, propagate_forward_time: 39.7657356262, propagate_backward_time: 54.2191200256, weight_update_time: 0.1251258105, other_time: 2.3521728516
epoch time: 8.3592271805s, input_fired_time: 0.1201049984, output_fired_time: 0.0000000000, propagate_forward_time: 7.8487763405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903460503
validation[          , genome  6653] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       751.10480, best error:       694.81323 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 97.7415084839s, input_fired_time: 1.1532579660, output_fired_time: 0.7634045482, propagate_forward_time: 39.5398788452, propagate_backward_time: 53.9721603394, weight_update_time: 0.1232381016, other_time: 2.3128051758
epoch time: 8.6104030609s, input_fired_time: 0.1199132502, output_fired_time: 0.0000000000, propagate_forward_time: 8.0875034332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029865265
validation[          , genome  6653] predictions:    9718/  10000 (97.18%), best:    9796/10000 (97.96%), error:       886.14539, best error:       694.81323 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.7067718506s, input_fired_time: 1.1661142111, output_fired_time: 0.7497751117, propagate_forward_time: 39.9693069458, propagate_backward_time: 54.4701118469, weight_update_time: 0.1263408810, other_time: 2.3514595032
epoch time: 8.5168066025s, input_fired_time: 0.1192082241, output_fired_time: 0.0000000000, propagate_forward_time: 8.0065021515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910961151
validation[          , genome  6653] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       717.05237, best error:       694.81323 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 98.2422790527s, input_fired_time: 1.1504182816, output_fired_time: 0.7399224639, propagate_forward_time: 39.6894454956, propagate_backward_time: 54.2998733521, weight_update_time: 0.1291526258, other_time: 2.3626174927
epoch time: 8.4025554657s, input_fired_time: 0.1188999414, output_fired_time: 0.0000000000, propagate_forward_time: 7.8885130882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951420784
validation[          , genome  6653] predictions:    9759/  10000 (97.59%), best:    9796/10000 (97.96%), error:       762.10645, best error:       694.81323 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.4333724976s, input_fired_time: 1.1625293493, output_fired_time: 0.7508242130, propagate_forward_time: 39.8676567078, propagate_backward_time: 54.3198394775, weight_update_time: 0.1252136081, other_time: 2.3325233459
epoch time: 8.3542833328s, input_fired_time: 0.1188865528, output_fired_time: 0.0000000000, propagate_forward_time: 7.8509082794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844881058
validation[          , genome  6653] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       717.74402, best error:       694.81323 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 98.1313629150s, input_fired_time: 1.1831700802, output_fired_time: 0.7377597690, propagate_forward_time: 39.7061271667, propagate_backward_time: 54.1681976318, weight_update_time: 0.1253816485, other_time: 2.3361091614
epoch time: 8.3990669250s, input_fired_time: 0.1190560088, output_fired_time: 0.0000000000, propagate_forward_time: 7.8913125992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886985779
validation[          , genome  6653] predictions:    9729/  10000 (97.29%), best:    9796/10000 (97.96%), error:       873.49243, best error:       694.81323 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.7735595703s, input_fired_time: 1.1686645746, output_fired_time: 0.7747995853, propagate_forward_time: 39.8965072632, propagate_backward_time: 54.5852737427, weight_update_time: 0.1428427100, other_time: 2.3483123779
epoch time: 8.4100646973s, input_fired_time: 0.1212379262, output_fired_time: 0.0000000000, propagate_forward_time: 7.8981895447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906373978
validation[          , genome  6653] predictions:    9718/  10000 (97.18%), best:    9796/10000 (97.96%), error:       906.23743, best error:       694.81323 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.6268920898s, input_fired_time: 1.1550654173, output_fired_time: 0.7794381976, propagate_forward_time: 39.5576248169, propagate_backward_time: 53.8474655151, weight_update_time: 0.1228497848, other_time: 2.2872924805
epoch time: 8.3845348358s, input_fired_time: 0.1195505932, output_fired_time: 0.0000000000, propagate_forward_time: 7.8799347878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850493431
validation[          , genome  6653] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       718.44714, best error:       694.81323 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.6148757935s, input_fired_time: 1.1537393332, output_fired_time: 0.8047739863, propagate_forward_time: 39.9107131958, propagate_backward_time: 54.4106445312, weight_update_time: 0.1250313371, other_time: 2.3350067139
epoch time: 8.4065227509s, input_fired_time: 0.1181748360, output_fired_time: 0.0000000000, propagate_forward_time: 7.8959608078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923873901
validation[          , genome  6653] predictions:    9775/  10000 (97.75%), best:    9796/10000 (97.96%), error:       775.78101, best error:       694.81323 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.5965652466s, input_fired_time: 1.1658161879, output_fired_time: 0.7531353235, propagate_forward_time: 40.0045242310, propagate_backward_time: 54.3644599915, weight_update_time: 0.1249822602, other_time: 2.3086280823
epoch time: 8.5502405167s, input_fired_time: 0.1204633564, output_fired_time: 0.0000000000, propagate_forward_time: 8.0401439667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896331787
validation[          , genome  6653] predictions:    9758/  10000 (97.58%), best:    9796/10000 (97.96%), error:       798.89630, best error:       694.81323 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 97.4074859619s, input_fired_time: 1.1615135670, output_fired_time: 0.7439925671, propagate_forward_time: 39.4407424927, propagate_backward_time: 53.7590522766, weight_update_time: 0.1241244823, other_time: 2.3021812439
epoch time: 8.4930810928s, input_fired_time: 0.1184391007, output_fired_time: 0.0000000000, propagate_forward_time: 7.9889822006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856601715
validation[          , genome  6653] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       741.39850, best error:       694.81323 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.6377563477s, input_fired_time: 1.1733043194, output_fired_time: 0.7690113187, propagate_forward_time: 39.9069862366, propagate_backward_time: 54.4591560364, weight_update_time: 0.1236248016, other_time: 2.3292999268
epoch time: 8.4370613098s, input_fired_time: 0.1184251234, output_fired_time: 0.0000000000, propagate_forward_time: 7.9014625549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171733856
validation[          , genome  6653] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       751.43347, best error:       694.81323 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 98.1742095947s, input_fired_time: 1.1568946838, output_fired_time: 0.7388607264, propagate_forward_time: 39.7609710693, propagate_backward_time: 54.1930999756, weight_update_time: 0.1258366108, other_time: 2.3243865967
epoch time: 8.3527040482s, input_fired_time: 0.1192400455, output_fired_time: 0.0000000000, propagate_forward_time: 7.8496141434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838500977
validation[          , genome  6653] predictions:    9760/  10000 (97.60%), best:    9796/10000 (97.96%), error:       786.03741, best error:       694.81323 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.0072784424s, input_fired_time: 1.1826329231, output_fired_time: 0.7389070392, propagate_forward_time: 39.7178573608, propagate_backward_time: 54.0347023010, weight_update_time: 0.1291436553, other_time: 2.3331794739
epoch time: 8.3869848251s, input_fired_time: 0.1213728040, output_fired_time: 0.0000000000, propagate_forward_time: 7.8776378632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879737854
validation[          , genome  6653] predictions:    9782/  10000 (97.82%), best:    9796/10000 (97.96%), error:       722.81195, best error:       694.81323 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.5459671021s, input_fired_time: 1.2123748064, output_fired_time: 0.7589801550, propagate_forward_time: 39.9099273682, propagate_backward_time: 54.3351325989, weight_update_time: 0.1248888746, other_time: 2.3295555115
epoch time: 8.5589780807s, input_fired_time: 0.1199064627, output_fired_time: 0.0000000000, propagate_forward_time: 8.0446138382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944578171
validation[          , genome  6653] predictions:    9734/  10000 (97.34%), best:    9796/10000 (97.96%), error:       873.79443, best error:       694.81323 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.3070220947s, input_fired_time: 1.1754934788, output_fired_time: 0.7436698079, propagate_forward_time: 39.7936172485, propagate_backward_time: 54.2868995667, weight_update_time: 0.1244436726, other_time: 2.3073463440
epoch time: 8.6206493378s, input_fired_time: 0.1221306846, output_fired_time: 0.0000000000, propagate_forward_time: 8.1063222885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921966553
validation[          , genome  6653] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       665.45819, best error:       665.45819 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.6743011475s, input_fired_time: 1.1657876968, output_fired_time: 0.7717212439, propagate_forward_time: 40.0622863770, propagate_backward_time: 54.3522682190, weight_update_time: 0.1241986006, other_time: 2.3222389221
epoch time: 9.2433481216s, input_fired_time: 0.1395362616, output_fired_time: 0.0000000000, propagate_forward_time: 8.6831111908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207010269
validation[          , genome  6653] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       718.88214, best error:       665.45819 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.0170288086s, input_fired_time: 1.2293552160, output_fired_time: 0.7582814097, propagate_forward_time: 40.1028862000, propagate_backward_time: 54.5899009705, weight_update_time: 0.1238351315, other_time: 2.3366088867
epoch time: 8.4057731628s, input_fired_time: 0.1223826483, output_fired_time: 0.0000000000, propagate_forward_time: 7.8898139000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935761452
validation[          , genome  6653] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       761.92767, best error:       665.45819 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.7366638184s, input_fired_time: 1.1961729527, output_fired_time: 0.7673155665, propagate_forward_time: 39.8435630798, propagate_backward_time: 54.5772590637, weight_update_time: 0.1258120388, other_time: 2.3523483276
epoch time: 8.6697826385s, input_fired_time: 0.1319059581, output_fired_time: 0.0000000000, propagate_forward_time: 8.1320085526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058685303
validation[          , genome  6653] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       682.84485, best error:       665.45819 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.9982147217s, input_fired_time: 1.2087343931, output_fired_time: 0.7676931024, propagate_forward_time: 40.2771263123, propagate_backward_time: 55.3444252014, weight_update_time: 0.1262269318, other_time: 2.4002380371
epoch time: 8.4598875046s, input_fired_time: 0.1235306412, output_fired_time: 0.0000000000, propagate_forward_time: 7.9413537979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950033188
validation[          , genome  6653] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       723.34271, best error:       665.45819 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.4777145386s, input_fired_time: 1.1665081978, output_fired_time: 0.7471854687, propagate_forward_time: 39.9334945679, propagate_backward_time: 54.2870597839, weight_update_time: 0.1253996044, other_time: 2.3434638977
epoch time: 8.4857940674s, input_fired_time: 0.1219089329, output_fired_time: 0.0000000000, propagate_forward_time: 7.9600734711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038114548
validation[          , genome  6653] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       774.19385, best error:       665.45819 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 98.7294387817s, input_fired_time: 1.1798282862, output_fired_time: 0.7512179613, propagate_forward_time: 40.0265617371, propagate_backward_time: 54.4704704285, weight_update_time: 0.1231826916, other_time: 2.3013610840
epoch time: 8.5318965912s, input_fired_time: 0.1267675012, output_fired_time: 0.0000000000, propagate_forward_time: 8.0139360428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911933899
validation[          , genome  6653] predictions:    9761/  10000 (97.61%), best:    9800/10000 (98.00%), error:       766.68896, best error:       665.45819 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.1686325073s, input_fired_time: 1.1587108374, output_fired_time: 0.7425185442, propagate_forward_time: 39.7135124207, propagate_backward_time: 54.2518310547, weight_update_time: 0.1237683147, other_time: 2.3020591736
epoch time: 8.4241352081s, input_fired_time: 0.1228085682, output_fired_time: 0.0000000000, propagate_forward_time: 7.9082927704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930339813
validation[          , genome  6653] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       697.95306, best error:       665.45819 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 97.7884292603s, input_fired_time: 1.1620069742, output_fired_time: 0.7383180261, propagate_forward_time: 39.6443786621, propagate_backward_time: 53.9399719238, weight_update_time: 0.1290344149, other_time: 2.3037490845
epoch time: 8.7956094742s, input_fired_time: 0.1343417913, output_fired_time: 0.0000000000, propagate_forward_time: 8.2418069839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194602966
validation[          , genome  6653] predictions:    9693/  10000 (96.93%), best:    9800/10000 (98.00%), error:       955.79639, best error:       665.45819 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 99.7827606201s, input_fired_time: 1.2001354694, output_fired_time: 0.7932575941, propagate_forward_time: 40.4044303894, propagate_backward_time: 55.0063514709, weight_update_time: 0.1280675679, other_time: 2.3785858154
epoch time: 8.8299274445s, input_fired_time: 0.1304974854, output_fired_time: 0.0000000000, propagate_forward_time: 8.2936773300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057521820
validation[          , genome  6653] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       767.17249, best error:       665.45819 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.7557067871s, input_fired_time: 1.1973539591, output_fired_time: 0.7876306772, propagate_forward_time: 39.9109840393, propagate_backward_time: 54.4901123047, weight_update_time: 0.1296589822, other_time: 2.3696250916
epoch time: 8.5743112564s, input_fired_time: 0.1255670637, output_fired_time: 0.0000000000, propagate_forward_time: 8.0522308350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965129852
validation[          , genome  6653] predictions:    9731/  10000 (97.31%), best:    9800/10000 (98.00%), error:       923.26105, best error:       665.45819 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.8639526367s, input_fired_time: 1.2021453381, output_fired_time: 0.7694969177, propagate_forward_time: 40.6790313721, propagate_backward_time: 55.7636489868, weight_update_time: 0.1292256713, other_time: 2.4496231079
epoch time: 9.3260326385s, input_fired_time: 0.1385153085, output_fired_time: 0.0000000000, propagate_forward_time: 8.7546834946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328336716
validation[          , genome  6653] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       691.89404, best error:       665.45819 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.8574981689s, input_fired_time: 1.1834981441, output_fired_time: 0.7649211287, propagate_forward_time: 40.0818595886, propagate_backward_time: 54.4749565125, weight_update_time: 0.1250050813, other_time: 2.3522644043
epoch time: 8.4338932037s, input_fired_time: 0.1258590966, output_fired_time: 0.0000000000, propagate_forward_time: 7.9156727791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923611641
validation[          , genome  6653] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       759.72675, best error:       665.45819 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.4017181396s, input_fired_time: 1.1832842827, output_fired_time: 0.7525826097, propagate_forward_time: 39.9022789001, propagate_backward_time: 54.2018890381, weight_update_time: 0.1370851099, other_time: 2.3616828918
epoch time: 8.3419380188s, input_fired_time: 0.1208800822, output_fired_time: 0.0000000000, propagate_forward_time: 7.8367161751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843417168
validation[          , genome  6653] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       731.40778, best error:       665.45819 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 99.6140289307s, input_fired_time: 1.2061632872, output_fired_time: 0.7511848211, propagate_forward_time: 40.3545303345, propagate_backward_time: 54.9313125610, weight_update_time: 0.1276460141, other_time: 2.3708419800
epoch time: 8.8393373489s, input_fired_time: 0.1318358779, output_fired_time: 0.0000000000, propagate_forward_time: 8.3030529022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044485092
validation[          , genome  6653] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       752.89697, best error:       665.45819 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.2302474976s, input_fired_time: 1.1951162815, output_fired_time: 0.7625478506, propagate_forward_time: 40.1282539368, propagate_backward_time: 54.7748107910, weight_update_time: 0.1257949769, other_time: 2.3695182800
epoch time: 8.3752126694s, input_fired_time: 0.1226699799, output_fired_time: 0.0000000000, propagate_forward_time: 7.8660979271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864445686
validation[          , genome  6653] predictions:    9710/  10000 (97.10%), best:    9800/10000 (98.00%), error:      1009.70062, best error:       665.45819 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.4511413574s, input_fired_time: 1.2270975113, output_fired_time: 0.7628315091, propagate_forward_time: 40.2214508057, propagate_backward_time: 54.8898048401, weight_update_time: 0.1249723881, other_time: 2.3499565125
epoch time: 8.5486116409s, input_fired_time: 0.1228353977, output_fired_time: 0.0000000000, propagate_forward_time: 8.0270767212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986997604
validation[          , genome  6653] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       744.63556, best error:       665.45819 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 99.6424255371s, input_fired_time: 1.2129501104, output_fired_time: 0.7580106854, propagate_forward_time: 40.3309211731, propagate_backward_time: 54.9482803345, weight_update_time: 0.1261557788, other_time: 2.3922615051
epoch time: 8.5005598068s, input_fired_time: 0.1258154064, output_fired_time: 0.0000000000, propagate_forward_time: 7.9755058289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992385864
validation[          , genome  6653] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       664.19165, best error:       664.19165 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.7427978516s, input_fired_time: 1.2126419544, output_fired_time: 0.7619310021, propagate_forward_time: 40.7309112549, propagate_backward_time: 55.6068344116, weight_update_time: 0.1304644197, other_time: 2.4304809570
epoch time: 8.4738130569s, input_fired_time: 0.1253263801, output_fired_time: 0.0000000000, propagate_forward_time: 7.9567689896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917179108
validation[          , genome  6653] predictions:    9772/  10000 (97.72%), best:    9800/10000 (98.00%), error:       717.45117, best error:       664.19165 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.5020599365s, input_fired_time: 1.2050708532, output_fired_time: 0.7720528245, propagate_forward_time: 40.2248001099, propagate_backward_time: 54.9295730591, weight_update_time: 0.1299917400, other_time: 2.3705596924
epoch time: 8.4064540863s, input_fired_time: 0.1225555763, output_fired_time: 0.0000000000, propagate_forward_time: 7.9014110565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824872971
validation[          , genome  6653] predictions:    9729/  10000 (97.29%), best:    9800/10000 (98.00%), error:       845.52209, best error:       664.19165 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 98.2617263794s, input_fired_time: 1.1745076180, output_fired_time: 0.7512227893, propagate_forward_time: 39.7709503174, propagate_backward_time: 54.2630500793, weight_update_time: 0.1236906052, other_time: 2.3019981384
epoch time: 8.4444179535s, input_fired_time: 0.1252000332, output_fired_time: 0.0000000000, propagate_forward_time: 7.9274387360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917789459
validation[          , genome  6653] predictions:    9781/  10000 (97.81%), best:    9800/10000 (98.00%), error:       761.05261, best error:       664.19165 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.2963790894s, input_fired_time: 1.1837654114, output_fired_time: 0.7535074353, propagate_forward_time: 39.8086700439, propagate_backward_time: 54.2260894775, weight_update_time: 0.1282195598, other_time: 2.3243408203
epoch time: 8.5874862671s, input_fired_time: 0.1244979873, output_fired_time: 0.0000000000, propagate_forward_time: 8.0614032745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015846252
validation[          , genome  6653] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       737.92615, best error:       664.19165 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.9067993164s, input_fired_time: 1.1645610332, output_fired_time: 0.7435048223, propagate_forward_time: 39.6190261841, propagate_backward_time: 54.0914535522, weight_update_time: 0.1233768538, other_time: 2.2882537842
epoch time: 8.5728874207s, input_fired_time: 0.1236578301, output_fired_time: 0.0000000000, propagate_forward_time: 8.0416765213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075527191
validation[          , genome  6653] predictions:    9704/  10000 (97.04%), best:    9800/10000 (98.00%), error:       978.67334, best error:       664.19165 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 98.5545425415s, input_fired_time: 1.1676115990, output_fired_time: 0.7438208461, propagate_forward_time: 39.9531822205, propagate_backward_time: 54.3741035461, weight_update_time: 0.1239681914, other_time: 2.3158264160
epoch time: 8.8585014343s, input_fired_time: 0.1294235438, output_fired_time: 0.0000000000, propagate_forward_time: 8.3200044632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090738297
validation[          , genome  6653] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       780.74493, best error:       664.19165 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 99.1140670776s, input_fired_time: 1.1859440804, output_fired_time: 0.7752280235, propagate_forward_time: 40.0632019043, propagate_backward_time: 54.7120094299, weight_update_time: 0.1246362850, other_time: 2.3776817322
epoch time: 8.3245315552s, input_fired_time: 0.1264617741, output_fired_time: 0.0000000000, propagate_forward_time: 7.8094062805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886632919
validation[          , genome  6653] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       661.16541, best error:       661.16541 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.9916000366s, input_fired_time: 1.2031347752, output_fired_time: 0.7633117437, propagate_forward_time: 40.3996734619, propagate_backward_time: 55.2542343140, weight_update_time: 0.1281359941, other_time: 2.3712463379
epoch time: 8.5077829361s, input_fired_time: 0.1264525652, output_fired_time: 0.0000000000, propagate_forward_time: 7.9880189896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933115005
validation[          , genome  6653] predictions:    9779/  10000 (97.79%), best:    9784/10000 (97.84%), error:       691.90088, best error:       661.16541 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.4012451172s, input_fired_time: 1.2036066055, output_fired_time: 0.7590020895, propagate_forward_time: 40.2199401855, propagate_backward_time: 54.8358688354, weight_update_time: 0.1246215627, other_time: 2.3828277588
epoch time: 8.6743545532s, input_fired_time: 0.1245585904, output_fired_time: 0.0000000000, propagate_forward_time: 8.1497907639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000053406
validation[          , genome  6653] predictions:    9779/  10000 (97.79%), best:    9784/10000 (97.84%), error:       737.79126, best error:       661.16541 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 100.2757568359s, input_fired_time: 1.2076005936, output_fired_time: 0.7616008520, propagate_forward_time: 40.5550460815, propagate_backward_time: 55.3673973083, weight_update_time: 0.1313847005, other_time: 2.3841056824
epoch time: 8.8284749985s, input_fired_time: 0.1395006031, output_fired_time: 0.0000000000, propagate_forward_time: 8.2861146927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028596878
validation[          , genome  6653] predictions:    9723/  10000 (97.23%), best:    9784/10000 (97.84%), error:       860.51056, best error:       661.16541 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 97.8298797607s, input_fired_time: 1.1703487635, output_fired_time: 0.7628194690, propagate_forward_time: 39.6223716736, propagate_backward_time: 53.9713287354, weight_update_time: 0.1234765276, other_time: 2.3030128479
epoch time: 8.4742822647s, input_fired_time: 0.1221510619, output_fired_time: 0.0000000000, propagate_forward_time: 7.9660382271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860926628
validation[          , genome  6653] predictions:    9765/  10000 (97.65%), best:    9784/10000 (97.84%), error:       772.83911, best error:       661.16541 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.5163345337s, input_fired_time: 1.1922562122, output_fired_time: 0.7506400943, propagate_forward_time: 39.9105262756, propagate_backward_time: 54.3357086182, weight_update_time: 0.1258622706, other_time: 2.3272056580
epoch time: 8.4791536331s, input_fired_time: 0.1217864007, output_fired_time: 0.0000000000, propagate_forward_time: 7.9720997810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852677345
validation[          , genome  6653] predictions:    9789/  10000 (97.89%), best:    9784/10000 (97.84%), error:       720.47205, best error:       661.16541 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 98.8125991821s, input_fired_time: 1.1663936377, output_fired_time: 0.7390407920, propagate_forward_time: 40.1447219849, propagate_backward_time: 54.3913955688, weight_update_time: 0.1237969175, other_time: 2.3710403442
epoch time: 8.4362859726s, input_fired_time: 0.1318697035, output_fired_time: 0.0000000000, propagate_forward_time: 7.9152545929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891620636
validation[          , genome  6653] predictions:    9786/  10000 (97.86%), best:    9784/10000 (97.84%), error:       683.04034, best error:       661.16541 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.8979187012s, input_fired_time: 1.1828432083, output_fired_time: 0.7644410133, propagate_forward_time: 40.0723152161, propagate_backward_time: 54.5710716248, weight_update_time: 0.1251104176, other_time: 2.3072433472
epoch time: 8.3748903275s, input_fired_time: 0.1241091564, output_fired_time: 0.0000000000, propagate_forward_time: 7.8662762642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845047951
validation[          , genome  6653] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       735.30780, best error:       661.16541 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 98.8922195435s, input_fired_time: 1.1868630648, output_fired_time: 0.7608652115, propagate_forward_time: 39.9298019409, propagate_backward_time: 54.6498489380, weight_update_time: 0.1263485253, other_time: 2.3648376465
epoch time: 8.6607017517s, input_fired_time: 0.1431216896, output_fired_time: 0.0000000000, propagate_forward_time: 8.0767879486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407920837
validation[          , genome  6653] predictions:    9783/  10000 (97.83%), best:    9784/10000 (97.84%), error:       689.16174, best error:       661.16541 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.8029632568s, input_fired_time: 1.2081204653, output_fired_time: 0.7602712512, propagate_forward_time: 40.1577644348, propagate_backward_time: 55.2903480530, weight_update_time: 0.1257941723, other_time: 2.3864593506
epoch time: 8.5861701965s, input_fired_time: 0.1243859679, output_fired_time: 0.0000000000, propagate_forward_time: 8.0708703995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909139633
validation[          , genome  6653] predictions:    9763/  10000 (97.63%), best:    9784/10000 (97.84%), error:       763.97992, best error:       661.16541 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.1264877319s, input_fired_time: 1.2055510283, output_fired_time: 0.7475345135, propagate_forward_time: 40.1308822632, propagate_backward_time: 54.7003555298, weight_update_time: 0.1252808273, other_time: 2.3421630859
epoch time: 8.4446468353s, input_fired_time: 0.1229496822, output_fired_time: 0.0000000000, propagate_forward_time: 7.9344825745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872146606
validation[          , genome  6653] predictions:    9714/  10000 (97.14%), best:    9784/10000 (97.84%), error:       895.31006, best error:       661.16541 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.3413696289s, input_fired_time: 1.1988459826, output_fired_time: 0.7531009912, propagate_forward_time: 40.3020553589, propagate_backward_time: 54.7544555664, weight_update_time: 0.1292195022, other_time: 2.3329162598
epoch time: 8.6705083847s, input_fired_time: 0.1290210932, output_fired_time: 0.0000000000, propagate_forward_time: 8.1199350357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215526581
validation[          , genome  6653] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       785.70209, best error:       661.16541 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 100.5048217773s, input_fired_time: 1.2172988653, output_fired_time: 0.7957504392, propagate_forward_time: 40.5516777039, propagate_backward_time: 55.5375137329, weight_update_time: 0.1285140514, other_time: 2.4025764465
epoch time: 8.3639450073s, input_fired_time: 0.1224832833, output_fired_time: 0.0000000000, propagate_forward_time: 7.8564476967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850140572
validation[          , genome  6653] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       750.76422, best error:       661.16541 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.6277160645s, input_fired_time: 1.2019081116, output_fired_time: 0.7521688938, propagate_forward_time: 40.1401290894, propagate_backward_time: 55.1826972961, weight_update_time: 0.1278922260, other_time: 2.3508186340
epoch time: 8.4730806351s, input_fired_time: 0.1254547983, output_fired_time: 0.0000000000, propagate_forward_time: 7.9590268135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885989189
validation[          , genome  6653] predictions:    9794/  10000 (97.94%), best:    9784/10000 (97.84%), error:       684.81696, best error:       661.16541 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 99.0871658325s, input_fired_time: 1.1919890642, output_fired_time: 0.7516739964, propagate_forward_time: 40.1146202087, propagate_backward_time: 54.6768341064, weight_update_time: 0.1258385032, other_time: 2.3520545959
epoch time: 8.4467544556s, input_fired_time: 0.1220483184, output_fired_time: 0.0000000000, propagate_forward_time: 7.9393048286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854012489
validation[          , genome  6653] predictions:    9791/  10000 (97.91%), best:    9784/10000 (97.84%), error:       666.58887, best error:       661.16541 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.4225158691s, input_fired_time: 1.2010809183, output_fired_time: 0.7606353760, propagate_forward_time: 40.2526206970, propagate_backward_time: 54.8564872742, weight_update_time: 0.1439259350, other_time: 2.3516921997
epoch time: 8.6423463821s, input_fired_time: 0.1307058483, output_fired_time: 0.0000000000, propagate_forward_time: 8.1114377975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002027512
validation[          , genome  6653] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       746.01111, best error:       661.16541 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 100.1181640625s, input_fired_time: 1.2286765575, output_fired_time: 0.7493250966, propagate_forward_time: 40.5654029846, propagate_backward_time: 55.1831130981, weight_update_time: 0.1283108145, other_time: 2.3916435242
epoch time: 8.3716077805s, input_fired_time: 0.1238763481, output_fired_time: 0.0000000000, propagate_forward_time: 7.8546524048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930788040
validation[          , genome  6653] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       782.42072, best error:       661.16541 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.9779129028s, input_fired_time: 1.1819548607, output_fired_time: 0.7461177111, propagate_forward_time: 39.6857261658, propagate_backward_time: 54.0409049988, weight_update_time: 0.1248829439, other_time: 2.3232116699
epoch time: 8.4387168884s, input_fired_time: 0.1253301799, output_fired_time: 0.0000000000, propagate_forward_time: 7.9239869118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894000053
validation[          , genome  6653] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       722.17236, best error:       661.16541 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 98.4892196655s, input_fired_time: 1.2029557228, output_fired_time: 0.7442067862, propagate_forward_time: 39.7080688477, propagate_backward_time: 54.5086936951, weight_update_time: 0.1342799366, other_time: 2.3252906799
epoch time: 8.5165576935s, input_fired_time: 0.1228807420, output_fired_time: 0.0000000000, propagate_forward_time: 8.0012426376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924341202
validation[          , genome  6653] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       796.41882, best error:       661.16541 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 98.6756820679s, input_fired_time: 1.2012259960, output_fired_time: 0.7396077514, propagate_forward_time: 39.8416862488, propagate_backward_time: 54.5781745911, weight_update_time: 0.1249350309, other_time: 2.3149871826
epoch time: 8.4928207397s, input_fired_time: 0.1251491755, output_fired_time: 0.0000000000, propagate_forward_time: 7.9745674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931045532
validation[          , genome  6653] predictions:    9734/  10000 (97.34%), best:    9784/10000 (97.84%), error:       845.10529, best error:       661.16541 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.9980468750s, input_fired_time: 1.1996405125, output_fired_time: 0.7433865070, propagate_forward_time: 39.7879028320, propagate_backward_time: 53.9449729919, weight_update_time: 0.1236478239, other_time: 2.3221473694
epoch time: 8.6407985687s, input_fired_time: 0.1309622526, output_fired_time: 0.0000000000, propagate_forward_time: 8.1044340134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054021835
validation[          , genome  6653] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       728.56421, best error:       661.16541 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 98.7937164307s, input_fired_time: 1.2137253284, output_fired_time: 0.7449443936, propagate_forward_time: 40.0122718811, propagate_backward_time: 54.4850997925, weight_update_time: 0.1239805818, other_time: 2.3376808167
epoch time: 8.7563381195s, input_fired_time: 0.1251737773, output_fired_time: 0.0000000000, propagate_forward_time: 8.2402448654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909196854
validation[          , genome  6653] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       701.95093, best error:       661.16541 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 99.6259841919s, input_fired_time: 1.2007740736, output_fired_time: 0.7818388939, propagate_forward_time: 40.4178199768, propagate_backward_time: 54.8189277649, weight_update_time: 0.1245585904, other_time: 2.4066238403
epoch time: 8.8399925232s, input_fired_time: 0.1399365067, output_fired_time: 0.0000000000, propagate_forward_time: 8.2537498474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463062286
validation[          , genome  6653] predictions:    9781/  10000 (97.81%), best:    9784/10000 (97.84%), error:       679.73621, best error:       661.16541 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.1195678711s, input_fired_time: 1.2167630196, output_fired_time: 0.7481412292, propagate_forward_time: 40.2200737000, propagate_backward_time: 54.5560417175, weight_update_time: 0.1251903921, other_time: 2.3785476685
epoch time: 8.3492698669s, input_fired_time: 0.1259561777, output_fired_time: 0.0000000000, propagate_forward_time: 7.8353300095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879833221
validation[          , genome  6653] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       656.08887, best error:       656.08887 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.2767410278s, input_fired_time: 1.2322586775, output_fired_time: 0.7710065246, propagate_forward_time: 41.0710411072, propagate_backward_time: 55.8041572571, weight_update_time: 0.1286221445, other_time: 2.3982772827
epoch time: 8.8768997192s, input_fired_time: 0.1325345337, output_fired_time: 0.0000000000, propagate_forward_time: 8.3280506134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163141251
validation[          , genome  6653] predictions:    9786/  10000 (97.86%), best:    9793/10000 (97.93%), error:       694.83136, best error:       656.08887 on epoch:    99, 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: 43.1702957153s, input_fired_time: 0.6714102030, output_fired_time: 0.0000000000, propagate_forward_time: 40.4672660828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0316200256
best training[          , genome  6653] predictions:   49883/  50000 (99.77%), best:    9793/10000 (97.93%), error:       770.66296, best error:       656.08887 on epoch:    99, 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: 8.4567337036s, input_fired_time: 0.1255316585, output_fired_time: 0.0000000000, propagate_forward_time: 7.9354596138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957428932
   testing[          , genome  6653] predictions:    9819/  10000 (98.19%), best:    9793/10000 (97.93%), error:       591.03906, best error:       656.08887 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:40:44 (22251): called boinc_finish(0)

</stderr_txt>
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