Nameexact_genome_1509103842_21_17947_1
Workunit2280154
Created29 Oct 2017, 21:37:45 UTC
Sent29 Oct 2017, 22:09:38 UTC
Report deadline29 Dec 2017, 4:43:38 UTC
Received31 Oct 2017, 11:38:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 7 hours 11 min 29 sec
CPU time1 days 7 hours 10 min 19 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size180.91 MB
Peak swap size184.45 MB
Peak disk usage6.91 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 75.7214965820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5737075806
validation[          , genome 17947] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       502.93576, best error:       489.69836 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1026.0017089844s, input_fired_time: 14.3960113525, output_fired_time: 13.2992200851, propagate_forward_time: 382.7945251465, propagate_backward_time: 601.2625122070, weight_update_time: 0.9208897352, other_time: 14.2494506836
epoch time: 79.9125366211s, input_fired_time: 1.8136904240, output_fired_time: 0.0000000000, propagate_forward_time: 75.5314941406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5673522949
validation[          , genome 17947] predictions:    9766/  10000 (97.66%), best:    9859/10000 (98.59%), error:       733.69177, best error:       489.69836 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1027.9082031250s, input_fired_time: 14.3119220734, output_fired_time: 13.3276462555, propagate_forward_time: 382.5212402344, propagate_backward_time: 603.5432739258, weight_update_time: 0.9277327657, other_time: 14.2041015625
epoch time: 79.9018096924s, input_fired_time: 1.8099234104, output_fired_time: 0.0000000000, propagate_forward_time: 75.3953247070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6965637207
validation[          , genome 17947] predictions:    9831/  10000 (98.31%), best:    9859/10000 (98.59%), error:       551.96759, best error:       489.69836 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1030.3800048828s, input_fired_time: 14.4002456665, output_fired_time: 13.3627948761, propagate_forward_time: 384.2343139648, propagate_backward_time: 604.3286743164, weight_update_time: 0.9251727462, other_time: 14.0539550781
epoch time: 81.4546051025s, input_fired_time: 1.8020560741, output_fired_time: 0.0000000000, propagate_forward_time: 77.1316070557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5209426880
validation[          , genome 17947] predictions:    9803/  10000 (98.03%), best:    9859/10000 (98.59%), error:       600.06213, best error:       489.69836 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1031.2181396484s, input_fired_time: 14.3117904663, output_fired_time: 13.3713798523, propagate_forward_time: 384.6378173828, propagate_backward_time: 604.8248901367, weight_update_time: 0.9242824316, other_time: 14.0722656250
epoch time: 82.7563323975s, input_fired_time: 1.8542014360, output_fired_time: 0.0000000000, propagate_forward_time: 78.3026351929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5994949341
validation[          , genome 17947] predictions:    9816/  10000 (98.16%), best:    9859/10000 (98.59%), error:       589.19879, best error:       489.69836 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1022.0775146484s, input_fired_time: 14.4190340042, output_fired_time: 13.3034992218, propagate_forward_time: 381.1745300293, propagate_backward_time: 598.9522094727, weight_update_time: 0.9383392930, other_time: 14.2282104492
epoch time: 80.4902572632s, input_fired_time: 1.8130493164, output_fired_time: 0.0000000000, propagate_forward_time: 76.1100997925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5671081543
validation[          , genome 17947] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       447.89905, best error:       447.89905 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1026.2247314453s, input_fired_time: 14.3767118454, output_fired_time: 13.2979040146, propagate_forward_time: 382.2236022949, propagate_backward_time: 602.1344604492, weight_update_time: 0.9230598211, other_time: 14.1920776367
epoch time: 80.3116531372s, input_fired_time: 1.8374559879, output_fired_time: 0.0000000000, propagate_forward_time: 75.9107284546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5634689331
validation[          , genome 17947] predictions:    9810/  10000 (98.10%), best:    9863/10000 (98.63%), error:       666.56561, best error:       447.89905 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1024.3297119141s, input_fired_time: 14.3731975555, output_fired_time: 13.3125371933, propagate_forward_time: 381.7594604492, propagate_backward_time: 600.7163696289, weight_update_time: 0.9227645993, other_time: 14.1681518555
epoch time: 81.0489654541s, input_fired_time: 1.8033518791, output_fired_time: 0.0000000000, propagate_forward_time: 76.6755828857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5700302124
validation[          , genome 17947] predictions:    9834/  10000 (98.34%), best:    9863/10000 (98.63%), error:       524.53485, best error:       447.89905 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1022.4843750000s, input_fired_time: 14.4545783997, output_fired_time: 13.3015871048, propagate_forward_time: 381.1955261230, propagate_backward_time: 599.2388916016, weight_update_time: 0.9405968189, other_time: 14.2938232422
epoch time: 80.1298141479s, input_fired_time: 1.8268916607, output_fired_time: 0.0000000000, propagate_forward_time: 75.7209548950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5819702148
validation[          , genome 17947] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       470.96033, best error:       447.89905 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1024.8973388672s, input_fired_time: 14.4287681580, output_fired_time: 13.3303623199, propagate_forward_time: 381.7233886719, propagate_backward_time: 601.1986694336, weight_update_time: 0.9382166266, other_time: 14.2161254883
epoch time: 80.8574371338s, input_fired_time: 1.8108856678, output_fired_time: 0.0000000000, propagate_forward_time: 76.5167465210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5298080444
validation[          , genome 17947] predictions:    9856/  10000 (98.56%), best:    9863/10000 (98.63%), error:       456.03326, best error:       447.89905 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1022.4376220703s, input_fired_time: 14.3666753769, output_fired_time: 13.2254943848, propagate_forward_time: 380.9620666504, propagate_backward_time: 599.7204589844, weight_update_time: 0.9212444425, other_time: 14.1629638672
epoch time: 81.7772750854s, input_fired_time: 1.8280179501, output_fired_time: 0.0000000000, propagate_forward_time: 77.4017715454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5474853516
validation[          , genome 17947] predictions:    9853/  10000 (98.53%), best:    9863/10000 (98.63%), error:       471.17038, best error:       447.89905 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1033.1739501953s, input_fired_time: 14.3705129623, output_fired_time: 13.5468826294, propagate_forward_time: 385.3712158203, propagate_backward_time: 605.8615722656, weight_update_time: 0.9247387648, other_time: 14.0238037109
epoch time: 80.7141876221s, input_fired_time: 1.8253031969, output_fired_time: 0.0000000000, propagate_forward_time: 76.2811965942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6076889038
validation[          , genome 17947] predictions:    9830/  10000 (98.30%), best:    9863/10000 (98.63%), error:       560.31384, best error:       447.89905 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1025.3603515625s, input_fired_time: 14.4424791336, output_fired_time: 13.2726459503, propagate_forward_time: 381.7136535645, propagate_backward_time: 601.7449951172, weight_update_time: 0.9302579761, other_time: 14.1865234375
epoch time: 80.0601501465s, input_fired_time: 1.8228654861, output_fired_time: 0.0000000000, propagate_forward_time: 75.6719512939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5653305054
validation[          , genome 17947] predictions:    9858/  10000 (98.58%), best:    9863/10000 (98.63%), error:       458.55261, best error:       447.89905 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1025.2290039063s, input_fired_time: 14.5531711578, output_fired_time: 13.3278999329, propagate_forward_time: 382.1177673340, propagate_backward_time: 600.9675292969, weight_update_time: 0.9225259423, other_time: 14.2626953125
epoch time: 80.8373641968s, input_fired_time: 1.8252806664, output_fired_time: 0.0000000000, propagate_forward_time: 76.4687118530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5433731079
validation[          , genome 17947] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       435.33578, best error:       435.33578 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1021.2270507813s, input_fired_time: 14.5081424713, output_fired_time: 13.3126668930, propagate_forward_time: 380.4738769531, propagate_backward_time: 598.7242431641, weight_update_time: 0.9327771068, other_time: 14.2081298828
epoch time: 81.2903366089s, input_fired_time: 1.8061800003, output_fired_time: 0.0000000000, propagate_forward_time: 76.9795989990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5045547485
validation[          , genome 17947] predictions:    9869/  10000 (98.69%), best:    9868/10000 (98.68%), error:       435.56903, best error:       435.33578 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1031.3322753906s, input_fired_time: 14.5246906281, output_fired_time: 13.4685554504, propagate_forward_time: 384.5815124512, propagate_backward_time: 604.5951538086, weight_update_time: 0.9301475286, other_time: 14.1622924805
epoch time: 80.5326461792s, input_fired_time: 1.8338811398, output_fired_time: 0.0000000000, propagate_forward_time: 76.1766738892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5220947266
validation[          , genome 17947] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       419.52176, best error:       419.52176 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1028.6247558594s, input_fired_time: 14.4238271713, output_fired_time: 13.3754434586, propagate_forward_time: 383.1748657227, propagate_backward_time: 603.6923217773, weight_update_time: 0.9104503393, other_time: 13.9583129883
epoch time: 80.8729553223s, input_fired_time: 1.8510575294, output_fired_time: 0.0000000000, propagate_forward_time: 76.4411773682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5807189941
validation[          , genome 17947] predictions:    9848/  10000 (98.48%), best:    9872/10000 (98.72%), error:       447.22723, best error:       419.52176 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1024.5289306641s, input_fired_time: 14.4842367172, output_fired_time: 13.3041057587, propagate_forward_time: 381.8652038574, propagate_backward_time: 600.6629028320, weight_update_time: 0.9205566645, other_time: 14.2124633789
epoch time: 83.2951431274s, input_fired_time: 1.8642696142, output_fired_time: 0.0000000000, propagate_forward_time: 78.7160720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7147979736
validation[          , genome 17947] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       444.13345, best error:       419.52176 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1021.7347412109s, input_fired_time: 14.3616600037, output_fired_time: 13.2442398071, propagate_forward_time: 380.9204711914, propagate_backward_time: 598.9805297852, weight_update_time: 0.9167917967, other_time: 14.2278442383
epoch time: 81.3577041626s, input_fired_time: 1.8252050877, output_fired_time: 0.0000000000, propagate_forward_time: 77.0316009521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5009002686
validation[          , genome 17947] predictions:    9846/  10000 (98.46%), best:    9872/10000 (98.72%), error:       464.73978, best error:       419.52176 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1034.4450683594s, input_fired_time: 14.5551013947, output_fired_time: 13.3757171631, propagate_forward_time: 385.6945495605, propagate_backward_time: 606.6030273438, weight_update_time: 0.9295057654, other_time: 14.2166748047
epoch time: 81.0472717285s, input_fired_time: 1.8246622086, output_fired_time: 0.0000000000, propagate_forward_time: 76.6950607300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5275497437
validation[          , genome 17947] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       413.76471, best error:       413.76471 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1030.4544677734s, input_fired_time: 14.5134992599, output_fired_time: 13.3842449188, propagate_forward_time: 383.9302368164, propagate_backward_time: 604.5518798828, weight_update_time: 0.9197269678, other_time: 14.0746459961
epoch time: 80.4941864014s, input_fired_time: 1.8185001612, output_fired_time: 0.0000000000, propagate_forward_time: 76.1130371094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5626525879
validation[          , genome 17947] predictions:    9848/  10000 (98.48%), best:    9876/10000 (98.76%), error:       516.88550, best error:       413.76471 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1024.7542724609s, input_fired_time: 14.4873170853, output_fired_time: 13.2632017136, propagate_forward_time: 382.6225585938, propagate_backward_time: 600.2070922852, weight_update_time: 0.9191948175, other_time: 14.1741333008
epoch time: 81.1297760010s, input_fired_time: 1.8392796516, output_fired_time: 0.0000000000, propagate_forward_time: 76.7862548828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5042419434
validation[          , genome 17947] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       389.40775, best error:       389.40775 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1028.2446289063s, input_fired_time: 14.4965324402, output_fired_time: 13.3701686859, propagate_forward_time: 383.2427062988, propagate_backward_time: 603.1177978516, weight_update_time: 0.9145430923, other_time: 14.0174560547
epoch time: 82.1048507690s, input_fired_time: 1.8604331017, output_fired_time: 0.0000000000, propagate_forward_time: 77.7092590332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5351562500
validation[          , genome 17947] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       412.24930, best error:       389.40775 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1016.8619995117s, input_fired_time: 14.4657306671, output_fired_time: 13.1530094147, propagate_forward_time: 378.9670104980, propagate_backward_time: 596.0610351563, weight_update_time: 0.9221712351, other_time: 14.2152099609
epoch time: 82.4348297119s, input_fired_time: 1.8455390930, output_fired_time: 0.0000000000, propagate_forward_time: 78.0207290649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5685653687
validation[          , genome 17947] predictions:    9885/  10000 (98.85%), best:    9881/10000 (98.81%), error:       406.46771, best error:       389.40775 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1022.3146972656s, input_fired_time: 14.4401750565, output_fired_time: 13.2326593399, propagate_forward_time: 380.5563049316, propagate_backward_time: 599.8856811523, weight_update_time: 0.9389512539, other_time: 14.1998901367
epoch time: 81.8482131958s, input_fired_time: 1.8626190424, output_fired_time: 0.0000000000, propagate_forward_time: 77.4774398804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5081558228
validation[          , genome 17947] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       385.46350, best error:       385.46350 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1022.1771240234s, input_fired_time: 14.4786272049, output_fired_time: 13.2407751083, propagate_forward_time: 380.5380859375, propagate_backward_time: 599.6432495117, weight_update_time: 0.9290820956, other_time: 14.2763671875
epoch time: 81.0279083252s, input_fired_time: 1.8422354460, output_fired_time: 0.0000000000, propagate_forward_time: 76.6849899292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5006866455
validation[          , genome 17947] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       393.68991, best error:       385.46350 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1018.5587158203s, input_fired_time: 14.4946737289, output_fired_time: 13.1922426224, propagate_forward_time: 379.7508544922, propagate_backward_time: 596.8687744141, weight_update_time: 0.9394181967, other_time: 14.2521362305
epoch time: 81.3419265747s, input_fired_time: 1.8261296749, output_fired_time: 0.0000000000, propagate_forward_time: 77.0303497314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4854507446
validation[          , genome 17947] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       451.09131, best error:       385.46350 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1021.3853759766s, input_fired_time: 14.5605449677, output_fired_time: 13.3080968857, propagate_forward_time: 380.9786987305, propagate_backward_time: 598.2887573242, weight_update_time: 0.9261307716, other_time: 14.2492675781
epoch time: 80.5665588379s, input_fired_time: 1.8288496733, output_fired_time: 0.0000000000, propagate_forward_time: 76.2669601440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4707489014
validation[          , genome 17947] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       384.00568, best error:       384.00568 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1027.2901611328s, input_fired_time: 14.5310306549, output_fired_time: 13.3117876053, propagate_forward_time: 383.2373352051, propagate_backward_time: 601.9581298828, weight_update_time: 0.9418435693, other_time: 14.2519531250
epoch time: 79.9608001709s, input_fired_time: 1.8354563713, output_fired_time: 0.0000000000, propagate_forward_time: 75.5507049561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5746383667
validation[          , genome 17947] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       356.26837, best error:       356.26837 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1020.3521728516s, input_fired_time: 14.4614210129, output_fired_time: 13.2197055817, propagate_forward_time: 380.1412353516, propagate_backward_time: 598.2740478516, weight_update_time: 0.9195715189, other_time: 14.2557373047
epoch time: 80.0821685791s, input_fired_time: 1.8533062935, output_fired_time: 0.0000000000, propagate_forward_time: 75.6636199951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5652389526
validation[          , genome 17947] predictions:    9881/  10000 (98.81%), best:    9890/10000 (98.90%), error:       364.76804, best error:       356.26837 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1027.8162841797s, input_fired_time: 14.5420513153, output_fired_time: 13.3124303818, propagate_forward_time: 382.9741516113, propagate_backward_time: 602.8385620117, weight_update_time: 0.9319067001, other_time: 14.1491088867
epoch time: 80.4126586914s, input_fired_time: 1.8488446474, output_fired_time: 0.0000000000, propagate_forward_time: 75.9929428101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5708694458
validation[          , genome 17947] predictions:    9867/  10000 (98.67%), best:    9890/10000 (98.90%), error:       426.99652, best error:       356.26837 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1019.4706420898s, input_fired_time: 14.5720472336, output_fired_time: 13.2487068176, propagate_forward_time: 379.9414672852, propagate_backward_time: 597.4335327148, weight_update_time: 0.9335241318, other_time: 14.2749023438
epoch time: 81.1967239380s, input_fired_time: 1.8447523117, output_fired_time: 0.0000000000, propagate_forward_time: 76.8533096313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4986648560
validation[          , genome 17947] predictions:    9867/  10000 (98.67%), best:    9890/10000 (98.90%), error:       398.07217, best error:       356.26837 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1030.9460449219s, input_fired_time: 14.4424915314, output_fired_time: 13.4697418213, propagate_forward_time: 384.3486022949, propagate_backward_time: 604.7177734375, weight_update_time: 0.9134333134, other_time: 13.9674072266
epoch time: 80.3629608154s, input_fired_time: 1.8234096766, output_fired_time: 0.0000000000, propagate_forward_time: 75.9656066895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5739440918
validation[          , genome 17947] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       416.13116, best error:       356.26837 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1028.9941406250s, input_fired_time: 14.4727821350, output_fired_time: 13.3747730255, propagate_forward_time: 383.6994628906, propagate_backward_time: 603.3942871094, weight_update_time: 0.9319224358, other_time: 14.0528564453
epoch time: 81.4815979004s, input_fired_time: 1.8371969461, output_fired_time: 0.0000000000, propagate_forward_time: 77.0895004272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5549011230
validation[          , genome 17947] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       457.23807, best error:       356.26837 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1029.8450927734s, input_fired_time: 14.4154567719, output_fired_time: 13.4367952347, propagate_forward_time: 383.8354492188, propagate_backward_time: 604.2138671875, weight_update_time: 0.9273498058, other_time: 13.9435424805
epoch time: 81.2527770996s, input_fired_time: 1.8386465311, output_fired_time: 0.0000000000, propagate_forward_time: 76.9227828979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4913482666
validation[          , genome 17947] predictions:    9881/  10000 (98.81%), best:    9890/10000 (98.90%), error:       410.06689, best error:       356.26837 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1018.2980957031s, input_fired_time: 14.5373659134, output_fired_time: 13.2153177261, propagate_forward_time: 379.4183959961, propagate_backward_time: 596.8450317383, weight_update_time: 0.9279606342, other_time: 14.2819824219
epoch time: 81.1280212402s, input_fired_time: 1.8373807669, output_fired_time: 0.0000000000, propagate_forward_time: 76.7857894897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5048522949
validation[          , genome 17947] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       402.00281, best error:       356.26837 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1026.1739501953s, input_fired_time: 14.4635429382, output_fired_time: 13.3430595398, propagate_forward_time: 382.2497863770, propagate_backward_time: 602.0737915039, weight_update_time: 0.9161679745, other_time: 14.0437622070
epoch time: 82.0999450684s, input_fired_time: 1.8922517300, output_fired_time: 0.0000000000, propagate_forward_time: 77.4516830444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7560119629
validation[          , genome 17947] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       387.95822, best error:       356.26837 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1017.1362915039s, input_fired_time: 14.5907545090, output_fired_time: 13.2850465775, propagate_forward_time: 378.8892517090, propagate_backward_time: 596.0789184570, weight_update_time: 0.9369869232, other_time: 14.2922973633
epoch time: 81.2120895386s, input_fired_time: 1.8398746252, output_fired_time: 0.0000000000, propagate_forward_time: 76.8233642578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5488510132
validation[          , genome 17947] predictions:    9894/  10000 (98.94%), best:    9890/10000 (98.90%), error:       367.99478, best error:       356.26837 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1025.8892822266s, input_fired_time: 14.5156869888, output_fired_time: 13.3578367233, propagate_forward_time: 382.0530090332, propagate_backward_time: 601.7885742188, weight_update_time: 0.9195652604, other_time: 14.1741943359
epoch time: 80.4886703491s, input_fired_time: 1.8650001287, output_fired_time: 0.0000000000, propagate_forward_time: 76.0275650024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5961074829
validation[          , genome 17947] predictions:    9879/  10000 (98.79%), best:    9890/10000 (98.90%), error:       373.28268, best error:       356.26837 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1027.2122802734s, input_fired_time: 14.5723428726, output_fired_time: 13.4234371185, propagate_forward_time: 382.7758483887, propagate_backward_time: 602.1936035156, weight_update_time: 0.9226437807, other_time: 14.2470703125
epoch time: 80.1818771362s, input_fired_time: 1.8314135075, output_fired_time: 0.0000000000, propagate_forward_time: 75.7776031494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5728607178
validation[          , genome 17947] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       398.49521, best error:       356.26837 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1028.5273437500s, input_fired_time: 14.5380840302, output_fired_time: 13.4380607605, propagate_forward_time: 383.1464843750, propagate_backward_time: 603.4072265625, weight_update_time: 0.9269087911, other_time: 13.9974975586
epoch time: 81.8086624146s, input_fired_time: 1.8470209837, output_fired_time: 0.0000000000, propagate_forward_time: 77.4281311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5335083008
validation[          , genome 17947] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       394.56638, best error:       356.26837 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1026.0017089844s, input_fired_time: 14.5775403976, output_fired_time: 13.3026866913, propagate_forward_time: 382.5552673340, propagate_backward_time: 601.4450683594, weight_update_time: 0.9168432951, other_time: 14.1212158203
epoch time: 80.6626663208s, input_fired_time: 1.8458179235, output_fired_time: 0.0000000000, propagate_forward_time: 76.2692718506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5475769043
validation[          , genome 17947] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       332.74390, best error:       332.74390 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1019.8258056641s, input_fired_time: 14.5561828613, output_fired_time: 13.2338180542, propagate_forward_time: 379.8343505859, propagate_backward_time: 597.8826293945, weight_update_time: 0.9327465892, other_time: 14.3188476563
epoch time: 81.5820693970s, input_fired_time: 1.8421587944, output_fired_time: 0.0000000000, propagate_forward_time: 77.1651458740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5747680664
validation[          , genome 17947] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       357.09909, best error:       332.74390 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1022.9201660156s, input_fired_time: 14.5680761337, output_fired_time: 13.2955493927, propagate_forward_time: 381.2604370117, propagate_backward_time: 599.7005004883, weight_update_time: 0.9336329699, other_time: 14.0956420898
epoch time: 80.1971969604s, input_fired_time: 1.8479565382, output_fired_time: 0.0000000000, propagate_forward_time: 75.7878646851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5613784790
validation[          , genome 17947] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       332.77390, best error:       332.74390 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1020.4562377930s, input_fired_time: 14.5253429413, output_fired_time: 13.3264226913, propagate_forward_time: 380.4854125977, propagate_backward_time: 597.8902587891, weight_update_time: 0.9253621697, other_time: 14.2288208008
epoch time: 81.5287322998s, input_fired_time: 1.8433040380, output_fired_time: 0.0000000000, propagate_forward_time: 77.1076431274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5777816772
validation[          , genome 17947] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       348.09903, best error:       332.74390 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1023.8316650391s, input_fired_time: 14.6117649078, output_fired_time: 13.3009233475, propagate_forward_time: 381.4156799316, propagate_backward_time: 600.1884155273, weight_update_time: 0.9419032335, other_time: 14.3148803711
epoch time: 80.8326263428s, input_fired_time: 1.8352749348, output_fired_time: 0.0000000000, propagate_forward_time: 76.5101394653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4872131348
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9894/10000 (98.94%), error:       338.89139, best error:       332.74390 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1027.4014892578s, input_fired_time: 14.4135179520, output_fired_time: 13.3530416489, propagate_forward_time: 383.1350708008, propagate_backward_time: 602.4371337891, weight_update_time: 0.9166720510, other_time: 14.0627441406
epoch time: 80.5422592163s, input_fired_time: 1.8370367289, output_fired_time: 0.0000000000, propagate_forward_time: 76.1939468384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5112762451
validation[          , genome 17947] predictions:    9873/  10000 (98.73%), best:    9894/10000 (98.94%), error:       394.28394, best error:       332.74390 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1029.0695800781s, input_fired_time: 14.4940338135, output_fired_time: 13.3693122864, propagate_forward_time: 383.6289978027, propagate_backward_time: 603.6437377930, weight_update_time: 0.9226702452, other_time: 13.9335327148
epoch time: 81.2265853882s, input_fired_time: 1.8325519562, output_fired_time: 0.0000000000, propagate_forward_time: 76.8677902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5262451172
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       313.63541, best error:       313.63541 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1024.9173583984s, input_fired_time: 14.5384731293, output_fired_time: 13.3303203583, propagate_forward_time: 381.6178588867, propagate_backward_time: 601.1903686523, weight_update_time: 0.9252511859, other_time: 14.2403564453
epoch time: 81.0590286255s, input_fired_time: 1.8527210951, output_fired_time: 0.0000000000, propagate_forward_time: 76.6810760498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5252304077
validation[          , genome 17947] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       309.95721, best error:       309.95721 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1022.1636352539s, input_fired_time: 14.5393228531, output_fired_time: 13.3110961914, propagate_forward_time: 380.0079956055, propagate_backward_time: 600.0678100586, weight_update_time: 0.9229827523, other_time: 14.2374267578
epoch time: 80.1997680664s, input_fired_time: 1.8513220549, output_fired_time: 0.0000000000, propagate_forward_time: 75.7740859985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5743637085
validation[          , genome 17947] predictions:    9891/  10000 (98.91%), best:    9905/10000 (99.05%), error:       330.96051, best error:       309.95721 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1028.0932617188s, input_fired_time: 14.5487747192, output_fired_time: 13.3637609482, propagate_forward_time: 382.9004821777, propagate_backward_time: 603.0484619141, weight_update_time: 0.9236655235, other_time: 14.2318115234
epoch time: 81.1123504639s, input_fired_time: 1.8378999233, output_fired_time: 0.0000000000, propagate_forward_time: 76.7750091553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4994430542
validation[          , genome 17947] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       342.42764, best error:       309.95721 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1021.4340209961s, input_fired_time: 14.4770879745, output_fired_time: 13.2627840042, propagate_forward_time: 380.5797729492, propagate_backward_time: 598.9452514648, weight_update_time: 0.9195134640, other_time: 14.1691284180
epoch time: 80.2649917603s, input_fired_time: 1.8400920630, output_fired_time: 0.0000000000, propagate_forward_time: 75.9015884399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5233078003
validation[          , genome 17947] predictions:    9888/  10000 (98.88%), best:    9905/10000 (99.05%), error:       363.43710, best error:       309.95721 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1019.3900146484s, input_fired_time: 14.5253467560, output_fired_time: 13.1703424454, propagate_forward_time: 379.8127136230, propagate_backward_time: 597.6472167969, weight_update_time: 0.9330714941, other_time: 14.2343750000
epoch time: 80.6040954590s, input_fired_time: 1.8255064487, output_fired_time: 0.0000000000, propagate_forward_time: 76.2305984497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5479888916
validation[          , genome 17947] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       314.41983, best error:       309.95721 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1021.8935546875s, input_fired_time: 14.4914941788, output_fired_time: 13.3381738663, propagate_forward_time: 380.7879028320, propagate_backward_time: 599.1400756836, weight_update_time: 0.9285507798, other_time: 14.1358642578
epoch time: 80.3871688843s, input_fired_time: 1.8297611475, output_fired_time: 0.0000000000, propagate_forward_time: 76.0696945190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4877166748
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       330.64432, best error:       309.95721 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1021.2915649414s, input_fired_time: 14.6124181747, output_fired_time: 13.3095092773, propagate_forward_time: 380.4585266113, propagate_backward_time: 598.6665039063, weight_update_time: 0.9316341877, other_time: 14.2446289063
epoch time: 80.4236907959s, input_fired_time: 1.8491200209, output_fired_time: 0.0000000000, propagate_forward_time: 76.0099334717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5646362305
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       330.09735, best error:       309.95721 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1024.3928222656s, input_fired_time: 14.6108312607, output_fired_time: 13.2926397324, propagate_forward_time: 381.4007263184, propagate_backward_time: 600.7979736328, weight_update_time: 0.9396060705, other_time: 14.2906494141
epoch time: 80.6543655396s, input_fired_time: 1.8556196690, output_fired_time: 0.0000000000, propagate_forward_time: 76.2265167236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5722274780
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       315.78259, best error:       309.95721 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1026.2731933594s, input_fired_time: 14.6713886261, output_fired_time: 13.2490596771, propagate_forward_time: 382.3670043945, propagate_backward_time: 601.5558471680, weight_update_time: 0.9498906732, other_time: 14.4298706055
epoch time: 81.3667984009s, input_fired_time: 1.8323278427, output_fired_time: 0.0000000000, propagate_forward_time: 77.0136108398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5208587646
validation[          , genome 17947] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       344.93613, best error:       309.95721 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1019.1785888672s, input_fired_time: 14.6401414871, output_fired_time: 13.2427530289, propagate_forward_time: 379.5981140137, propagate_backward_time: 597.3237304688, weight_update_time: 0.9284201860, other_time: 14.3739013672
epoch time: 80.8673095703s, input_fired_time: 1.8382166624, output_fired_time: 0.0000000000, propagate_forward_time: 76.5246200562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5044708252
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       333.33188, best error:       309.95721 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1027.9866943359s, input_fired_time: 14.6115741730, output_fired_time: 13.3585252762, propagate_forward_time: 383.1862487793, propagate_backward_time: 602.6447753906, weight_update_time: 0.9237450361, other_time: 14.1855468750
epoch time: 82.2517776489s, input_fired_time: 1.8600426912, output_fired_time: 0.0000000000, propagate_forward_time: 77.8660736084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5256576538
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       339.82162, best error:       309.95721 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1028.7310791016s, input_fired_time: 14.5851373672, output_fired_time: 13.3526191711, propagate_forward_time: 382.2006225586, propagate_backward_time: 604.3986206055, weight_update_time: 0.9207432270, other_time: 14.1940917969
epoch time: 80.7030334473s, input_fired_time: 1.8260262012, output_fired_time: 0.0000000000, propagate_forward_time: 76.4069290161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4700775146
validation[          , genome 17947] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       321.79721, best error:       309.95721 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1025.4602050781s, input_fired_time: 14.5479297638, output_fired_time: 13.2892379761, propagate_forward_time: 382.0531921387, propagate_backward_time: 601.5290527344, weight_update_time: 0.9396283031, other_time: 14.0407714844
epoch time: 80.9494934082s, input_fired_time: 1.8735396862, output_fired_time: 0.0000000000, propagate_forward_time: 76.5211639404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5547866821
validation[          , genome 17947] predictions:    9894/  10000 (98.94%), best:    9905/10000 (99.05%), error:       324.90988, best error:       309.95721 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1025.4492187500s, input_fired_time: 14.5338573456, output_fired_time: 13.3701162338, propagate_forward_time: 382.4022521973, propagate_backward_time: 601.1015625000, weight_update_time: 0.9269761443, other_time: 14.0413818359
epoch time: 80.4768676758s, input_fired_time: 1.8622671366, output_fired_time: 0.0000000000, propagate_forward_time: 76.0509948730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5636062622
validation[          , genome 17947] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       309.77170, best error:       309.77170 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1019.0198974609s, input_fired_time: 14.5197896957, output_fired_time: 13.2008972168, propagate_forward_time: 379.7348632813, propagate_backward_time: 597.4074707031, weight_update_time: 0.9313276410, other_time: 14.1568603516
epoch time: 81.8977355957s, input_fired_time: 1.9014661312, output_fired_time: 0.0000000000, propagate_forward_time: 77.3544540405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6418151855
validation[          , genome 17947] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       320.78171, best error:       309.77170 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1030.8424072266s, input_fired_time: 14.5361051559, output_fired_time: 13.3711900711, propagate_forward_time: 383.8530883789, propagate_backward_time: 604.9936523438, weight_update_time: 0.9212041497, other_time: 14.0883178711
epoch time: 80.9958114624s, input_fired_time: 1.8266439438, output_fired_time: 0.0000000000, propagate_forward_time: 76.6629486084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5062179565
validation[          , genome 17947] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       348.52344, best error:       309.77170 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1022.0760498047s, input_fired_time: 14.5704669952, output_fired_time: 13.2595205307, propagate_forward_time: 380.7618103027, propagate_backward_time: 599.3656005859, weight_update_time: 0.9239388108, other_time: 14.1186523438
epoch time: 80.6811676025s, input_fired_time: 1.8334136009, output_fired_time: 0.0000000000, propagate_forward_time: 76.3373718262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5103836060
validation[          , genome 17947] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       332.40771, best error:       309.77170 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1028.4506835938s, input_fired_time: 14.5537214279, output_fired_time: 13.4494752884, propagate_forward_time: 383.4984130859, propagate_backward_time: 602.8984375000, weight_update_time: 0.9227564931, other_time: 14.0506591797
epoch time: 80.6764297485s, input_fired_time: 1.8429846764, output_fired_time: 0.0000000000, propagate_forward_time: 76.2813491821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5520935059
validation[          , genome 17947] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       325.67255, best error:       309.77170 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1026.5362548828s, input_fired_time: 14.5333156586, output_fired_time: 13.3169078827, propagate_forward_time: 382.5886230469, propagate_backward_time: 602.0886840820, weight_update_time: 0.9333061576, other_time: 14.0087280273
epoch time: 81.4241485596s, input_fired_time: 1.8468698263, output_fired_time: 0.0000000000, propagate_forward_time: 77.0992126465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4780654907
validation[          , genome 17947] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       321.93796, best error:       309.77170 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1020.2977294922s, input_fired_time: 14.6575422287, output_fired_time: 13.2461795807, propagate_forward_time: 380.1542053223, propagate_backward_time: 597.9448242188, weight_update_time: 0.9315525889, other_time: 14.2950439453
epoch time: 80.4587173462s, input_fired_time: 1.8539862633, output_fired_time: 0.0000000000, propagate_forward_time: 76.0417709351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5629577637
validation[          , genome 17947] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       327.68839, best error:       309.77170 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1025.6666259766s, input_fired_time: 14.5630798340, output_fired_time: 13.2660140991, propagate_forward_time: 381.9559936523, propagate_backward_time: 601.5778198242, weight_update_time: 0.9243027568, other_time: 14.3037109375
epoch time: 80.8043670654s, input_fired_time: 1.8810392618, output_fired_time: 0.0000000000, propagate_forward_time: 76.3465270996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5767974854
validation[          , genome 17947] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       330.72067, best error:       309.77170 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1025.2456054688s, input_fired_time: 14.6198053360, output_fired_time: 13.3385591507, propagate_forward_time: 382.2479248047, propagate_backward_time: 600.6745605469, weight_update_time: 0.9289581776, other_time: 14.3647460938
epoch time: 81.2578582764s, input_fired_time: 1.8250628710, output_fired_time: 0.0000000000, propagate_forward_time: 76.9614944458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4712982178
validation[          , genome 17947] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       314.66101, best error:       309.77170 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1024.5120849609s, input_fired_time: 14.5525112152, output_fired_time: 13.2831459045, propagate_forward_time: 381.7954406738, propagate_backward_time: 600.7368774414, weight_update_time: 0.9157451987, other_time: 14.1441040039
epoch time: 80.2897338867s, input_fired_time: 1.8628081083, output_fired_time: 0.0000000000, propagate_forward_time: 75.8721389771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5547866821
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       318.14319, best error:       309.77170 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1027.9355468750s, input_fired_time: 14.5560445786, output_fired_time: 13.3978033066, propagate_forward_time: 383.1011047363, propagate_backward_time: 602.7562866211, weight_update_time: 0.9327766299, other_time: 14.1243286133
epoch time: 80.9117279053s, input_fired_time: 1.8879019022, output_fired_time: 0.0000000000, propagate_forward_time: 76.3933181763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6305084229
validation[          , genome 17947] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       316.38657, best error:       309.77170 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1028.5482177734s, input_fired_time: 14.6053256989, output_fired_time: 13.4004373550, propagate_forward_time: 383.1465454102, propagate_backward_time: 603.3330078125, weight_update_time: 0.9284978509, other_time: 14.0628662109
epoch time: 80.8460693359s, input_fired_time: 1.8550291061, output_fired_time: 0.0000000000, propagate_forward_time: 76.4825057983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5085372925
validation[          , genome 17947] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       321.39673, best error:       309.77170 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1028.5695800781s, input_fired_time: 14.5430784225, output_fired_time: 13.3586025238, propagate_forward_time: 383.5753784180, propagate_backward_time: 602.8964843750, weight_update_time: 0.9207264781, other_time: 14.1960449219
epoch time: 81.1384963989s, input_fired_time: 1.8580528498, output_fired_time: 0.0000000000, propagate_forward_time: 76.7461624146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5342788696
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       330.22473, best error:       309.77170 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1025.8817138672s, input_fired_time: 14.5691804886, output_fired_time: 13.2890348434, propagate_forward_time: 382.3850097656, propagate_backward_time: 601.5743408203, weight_update_time: 0.9272384048, other_time: 14.0641479492
epoch time: 81.4959945679s, input_fired_time: 1.8896052837, output_fired_time: 0.0000000000, propagate_forward_time: 77.1206588745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4857330322
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       331.30167, best error:       309.77170 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1029.4342041016s, input_fired_time: 14.6008710861, output_fired_time: 13.3484563828, propagate_forward_time: 383.9443969727, propagate_backward_time: 603.5875244141, weight_update_time: 0.9225769639, other_time: 13.9529418945
epoch time: 84.3412017822s, input_fired_time: 1.9661915302, output_fired_time: 0.0000000000, propagate_forward_time: 79.7249145508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6500930786
validation[          , genome 17947] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       322.94028, best error:       309.77170 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1022.0621948242s, input_fired_time: 14.5284748077, output_fired_time: 13.2923727036, propagate_forward_time: 380.7534179688, propagate_backward_time: 599.4854736328, weight_update_time: 0.9250398278, other_time: 14.0024414063
epoch time: 81.2381744385s, input_fired_time: 1.8727946281, output_fired_time: 0.0000000000, propagate_forward_time: 76.7319183350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6334609985
validation[          , genome 17947] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       325.17078, best error:       309.77170 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1022.6399536133s, input_fired_time: 14.6502008438, output_fired_time: 13.2786979675, propagate_forward_time: 381.0643615723, propagate_backward_time: 599.4027099609, weight_update_time: 0.9234582782, other_time: 14.2440185547
epoch time: 81.1032867432s, input_fired_time: 1.8680660725, output_fired_time: 0.0000000000, propagate_forward_time: 76.7045745850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5306472778
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       319.72427, best error:       309.77170 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1030.2303466797s, input_fired_time: 14.5734043121, output_fired_time: 13.3924980164, propagate_forward_time: 383.5988769531, propagate_backward_time: 604.6624755859, weight_update_time: 0.9235225320, other_time: 14.0030517578
epoch time: 81.7839431763s, input_fired_time: 1.8712940216, output_fired_time: 0.0000000000, propagate_forward_time: 77.3356933594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5769577026
validation[          , genome 17947] predictions:    9905/  10000 (99.05%), best:    9899/10000 (98.99%), error:       319.37231, best error:       309.77170 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1019.8552246094s, input_fired_time: 14.6608524323, output_fired_time: 13.3214435577, propagate_forward_time: 380.2552185059, propagate_backward_time: 597.3693847656, weight_update_time: 0.9314507842, other_time: 14.2482910156
epoch time: 81.7208328247s, input_fired_time: 1.8820190430, output_fired_time: 0.0000000000, propagate_forward_time: 77.1348190308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7039947510
validation[          , genome 17947] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       318.82065, best error:       309.77170 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1024.2565917969s, input_fired_time: 14.6885871887, output_fired_time: 13.3131151199, propagate_forward_time: 381.5584716797, propagate_backward_time: 600.4694213867, weight_update_time: 0.9241763949, other_time: 14.2269897461
epoch time: 80.5475921631s, input_fired_time: 1.8603967428, output_fired_time: 0.0000000000, propagate_forward_time: 76.1360855103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5511093140
validation[          , genome 17947] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       332.44461, best error:       309.77170 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1027.1190185547s, input_fired_time: 14.5876035690, output_fired_time: 13.2970123291, propagate_forward_time: 382.6463623047, propagate_backward_time: 602.3167114258, weight_update_time: 0.9360110164, other_time: 14.2713623047
epoch time: 80.7995376587s, input_fired_time: 1.8641200066, output_fired_time: 0.0000000000, propagate_forward_time: 76.3221664429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6132507324
validation[          , genome 17947] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       323.58627, best error:       309.77170 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1023.6175537109s, input_fired_time: 14.5351934433, output_fired_time: 13.2195844650, propagate_forward_time: 381.2160034180, propagate_backward_time: 600.4125976563, weight_update_time: 0.9301587939, other_time: 14.2341308594
epoch time: 81.0678253174s, input_fired_time: 1.8612833023, output_fired_time: 0.0000000000, propagate_forward_time: 76.6657104492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5408325195
validation[          , genome 17947] predictions:    9903/  10000 (99.03%), best:    9899/10000 (98.99%), error:       323.66415, best error:       309.77170 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1021.2502441406s, input_fired_time: 14.5801038742, output_fired_time: 13.2110490799, propagate_forward_time: 380.0804443359, propagate_backward_time: 599.0962524414, weight_update_time: 0.9337046146, other_time: 14.2824096680
epoch time: 80.3993453979s, input_fired_time: 1.8615274429, output_fired_time: 0.0000000000, propagate_forward_time: 75.9965133667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5413055420
validation[          , genome 17947] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       323.89035, best error:       309.77170 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1021.0125122070s, input_fired_time: 14.5603790283, output_fired_time: 13.2900629044, propagate_forward_time: 379.8051452637, propagate_backward_time: 599.1282348633, weight_update_time: 0.9435371161, other_time: 14.2286987305
epoch time: 80.4925308228s, input_fired_time: 1.8580192327, output_fired_time: 0.0000000000, propagate_forward_time: 76.1066131592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5279006958
validation[          , genome 17947] predictions:    9905/  10000 (99.05%), best:    9899/10000 (98.99%), error:       321.42322, best error:       309.77170 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1028.6517333984s, input_fired_time: 14.6634664536, output_fired_time: 13.3309164047, propagate_forward_time: 382.2224426270, propagate_backward_time: 604.3060913086, weight_update_time: 0.9219849706, other_time: 14.1288452148
epoch time: 80.4220504761s, input_fired_time: 1.8517202139, output_fired_time: 0.0000000000, propagate_forward_time: 75.9952850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5750427246
validation[          , genome 17947] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       316.86273, best error:       309.77170 on epoch:    76, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 403.2717285156s, input_fired_time: 9.3414812088, output_fired_time: 0.0000000000, propagate_forward_time: 380.9956359863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.9346008301
best training[          , genome 17947] predictions:   49993/  50000 (99.99%), best:    9899/10000 (98.99%), error:       123.37234, best error:       309.77170 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 80.3354110718s, input_fired_time: 1.8430805206, output_fired_time: 0.0000000000, propagate_forward_time: 75.9399337769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5523986816
   testing[          , genome 17947] predictions:    9911/  10000 (99.11%), best:    9899/10000 (98.99%), error:       257.26495, best error:       309.77170 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:08:32 (5716): called boinc_finish(0)

</stderr_txt>
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