Nameexact_genome_1512568488_45_6366_1
Workunit2603093
Created7 Dec 2017, 19:25:50 UTC
Sent7 Dec 2017, 19:29:20 UTC
Report deadline12 Dec 2017, 22:01:27 UTC
Received8 Dec 2017, 14:06:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 44 min 30 sec
CPU time2 hours 44 min 27 sec
Validate stateValid
Credit1,276.41
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.21 MB
Peak swap size153.09 MB
Peak disk usage1.39 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 89.8953094482s, input_fired_time: 0.8735873103, output_fired_time: 0.6553983688, propagate_forward_time: 35.0870742798, propagate_backward_time: 50.8130264282, weight_update_time: 0.1438765824, other_time: 2.4662246704
epoch time: 7.5551161766s, input_fired_time: 0.0972175747, output_fired_time: 0.0000000000, propagate_forward_time: 7.0144801140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434185028
validation[          , genome  6366] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       948.83649, best error:       948.83649 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.9021453857s, input_fired_time: 0.8716988564, output_fired_time: 0.6544378996, propagate_forward_time: 35.0774459839, propagate_backward_time: 50.8333053589, weight_update_time: 0.1436572075, other_time: 2.4652633667
epoch time: 7.5703234673s, input_fired_time: 0.0953232944, output_fired_time: 0.0000000000, propagate_forward_time: 7.0292377472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457626343
validation[          , genome  6366] predictions:    9507/  10000 (95.07%), best:    9705/10000 (97.05%), error:      1511.19971, best error:       948.83649 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 90.0027770996s, input_fired_time: 0.8736351132, output_fired_time: 0.6540306211, propagate_forward_time: 35.1347885132, propagate_backward_time: 50.8756752014, weight_update_time: 0.1436248869, other_time: 2.4646492004
epoch time: 7.5612502098s, input_fired_time: 0.0968612656, output_fired_time: 0.0000000000, propagate_forward_time: 7.0190539360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453349113
validation[          , genome  6366] predictions:    9642/  10000 (96.42%), best:    9705/10000 (97.05%), error:      1170.83228, best error:       948.83649 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.5277938843s, input_fired_time: 0.8696083426, output_fired_time: 0.6480374932, propagate_forward_time: 35.0012588501, propagate_backward_time: 50.5375175476, weight_update_time: 0.1419558674, other_time: 2.4713706970
epoch time: 7.5340504646s, input_fired_time: 0.0956640244, output_fired_time: 0.0000000000, propagate_forward_time: 6.9968132973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415731430
validation[          , genome  6366] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       911.44891, best error:       911.44891 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.6775360107s, input_fired_time: 0.8684672117, output_fired_time: 0.6502262354, propagate_forward_time: 35.0407333374, propagate_backward_time: 50.6624717712, weight_update_time: 0.1425005496, other_time: 2.4556388855
epoch time: 7.5715923309s, input_fired_time: 0.0957532078, output_fired_time: 0.0000000000, propagate_forward_time: 7.0301766396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456624985
validation[          , genome  6366] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       904.61969, best error:       904.61969 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.8457107544s, input_fired_time: 0.8724207282, output_fired_time: 0.6488793492, propagate_forward_time: 35.0827369690, propagate_backward_time: 50.7820930481, weight_update_time: 0.1426705122, other_time: 2.4595794678
epoch time: 7.5467300415s, input_fired_time: 0.0981155857, output_fired_time: 0.0000000000, propagate_forward_time: 7.0049018860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437127113
validation[          , genome  6366] predictions:    9704/  10000 (97.04%), best:    9721/10000 (97.21%), error:       985.83936, best error:       904.61969 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.7324295044s, input_fired_time: 0.8714626431, output_fired_time: 0.6480321884, propagate_forward_time: 35.0380058289, propagate_backward_time: 50.7216148376, weight_update_time: 0.1427888721, other_time: 2.4533157349
epoch time: 7.5490756035s, input_fired_time: 0.0962048769, output_fired_time: 0.0000000000, propagate_forward_time: 7.0160317421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368391037
validation[          , genome  6366] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       851.61591, best error:       851.61591 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.7419662476s, input_fired_time: 0.8719534278, output_fired_time: 0.6471542716, propagate_forward_time: 35.0462417603, propagate_backward_time: 50.7167701721, weight_update_time: 0.1424623430, other_time: 2.4598426819
epoch time: 7.5629034042s, input_fired_time: 0.0957984030, output_fired_time: 0.0000000000, propagate_forward_time: 7.0198855400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472193718
validation[          , genome  6366] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       892.38165, best error:       851.61591 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.9909820557s, input_fired_time: 0.8750905991, output_fired_time: 0.6462864280, propagate_forward_time: 35.1555671692, propagate_backward_time: 50.8477592468, weight_update_time: 0.1426367462, other_time: 2.4662780762
epoch time: 7.5742521286s, input_fired_time: 0.0972042009, output_fired_time: 0.0000000000, propagate_forward_time: 7.0309252739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461226463
validation[          , genome  6366] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       868.32172, best error:       851.61591 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.1067428589s, input_fired_time: 0.8775259256, output_fired_time: 0.6571559310, propagate_forward_time: 35.1144828796, propagate_backward_time: 50.9916877747, weight_update_time: 0.1438187063, other_time: 2.4658889771
epoch time: 7.5816202164s, input_fired_time: 0.0974875093, output_fired_time: 0.0000000000, propagate_forward_time: 7.0391254425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450073242
validation[          , genome  6366] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       886.21271, best error:       851.61591 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.0838012695s, input_fired_time: 0.8759216666, output_fired_time: 0.6490418315, propagate_forward_time: 35.1880035400, propagate_backward_time: 50.8901557922, weight_update_time: 0.1427561045, other_time: 2.4806785583
epoch time: 7.5723419189s, input_fired_time: 0.0942505822, output_fired_time: 0.0000000000, propagate_forward_time: 7.0359230042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421682358
validation[          , genome  6366] predictions:    9696/  10000 (96.96%), best:    9747/10000 (97.47%), error:      1023.54590, best error:       851.61591 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.9742660522s, input_fired_time: 0.8724792600, output_fired_time: 0.6473082304, propagate_forward_time: 35.1383781433, propagate_backward_time: 50.8490905762, weight_update_time: 0.1426994056, other_time: 2.4670066833
epoch time: 7.5641222000s, input_fired_time: 0.0978970602, output_fired_time: 0.0000000000, propagate_forward_time: 7.0207943916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454307556
validation[          , genome  6366] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       831.26178, best error:       831.26178 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.9307479858s, input_fired_time: 0.8756023645, output_fired_time: 0.6470879912, propagate_forward_time: 35.0982589722, propagate_backward_time: 50.8280906677, weight_update_time: 0.1426160783, other_time: 2.4817085266
epoch time: 7.5740532875s, input_fired_time: 0.0956459865, output_fired_time: 0.0000000000, propagate_forward_time: 7.0354847908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429225922
validation[          , genome  6366] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:       998.27960, best error:       831.26178 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.9590148926s, input_fired_time: 0.8754123449, output_fired_time: 0.6441813111, propagate_forward_time: 35.1314277649, propagate_backward_time: 50.8416595459, weight_update_time: 0.1427099407, other_time: 2.4663352966
epoch time: 7.5775008202s, input_fired_time: 0.0959644467, output_fired_time: 0.0000000000, propagate_forward_time: 7.0362105370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453258514
validation[          , genome  6366] predictions:    9738/  10000 (97.38%), best:    9732/10000 (97.32%), error:       886.98889, best error:       831.26178 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.1703720093s, input_fired_time: 0.8771465421, output_fired_time: 0.6489995122, propagate_forward_time: 35.1741485596, propagate_backward_time: 51.0057983398, weight_update_time: 0.1425479949, other_time: 2.4642791748
epoch time: 7.5683126450s, input_fired_time: 0.0974606872, output_fired_time: 0.0000000000, propagate_forward_time: 7.0283961296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424557686
validation[          , genome  6366] predictions:    9739/  10000 (97.39%), best:    9732/10000 (97.32%), error:       856.61652, best error:       831.26178 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.0563507080s, input_fired_time: 0.8722875118, output_fired_time: 0.6428429484, propagate_forward_time: 35.2239151001, propagate_backward_time: 50.8673095703, weight_update_time: 0.1423813403, other_time: 2.4499969482
epoch time: 7.5701198578s, input_fired_time: 0.0981381834, output_fired_time: 0.0000000000, propagate_forward_time: 7.0280680656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439134598
validation[          , genome  6366] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       995.07343, best error:       831.26178 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.0958328247s, input_fired_time: 0.8779518008, output_fired_time: 0.6504855156, propagate_forward_time: 35.1499557495, propagate_backward_time: 50.9796600342, weight_update_time: 0.1433440894, other_time: 2.4377822876
epoch time: 7.5828838348s, input_fired_time: 0.0959247723, output_fired_time: 0.0000000000, propagate_forward_time: 7.0497422218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372167587
validation[          , genome  6366] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:       934.19739, best error:       831.26178 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.4569396973s, input_fired_time: 0.8829355836, output_fired_time: 0.6580018997, propagate_forward_time: 35.2234153748, propagate_backward_time: 51.2094650269, weight_update_time: 0.1437979490, other_time: 2.4831199646
epoch time: 7.5822811127s, input_fired_time: 0.0966861024, output_fired_time: 0.0000000000, propagate_forward_time: 7.0413212776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442739487
validation[          , genome  6366] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       883.28766, best error:       831.26178 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 90.1183471680s, input_fired_time: 0.8796103597, output_fired_time: 0.6495845318, propagate_forward_time: 35.1438903809, propagate_backward_time: 51.0077972412, weight_update_time: 0.1433536261, other_time: 2.4374694824
epoch time: 7.5172972679s, input_fired_time: 0.0961866677, output_fired_time: 0.0000000000, propagate_forward_time: 6.9862718582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348387718
validation[          , genome  6366] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:       980.79468, best error:       831.26178 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.1107101440s, input_fired_time: 0.8771535754, output_fired_time: 0.6498320699, propagate_forward_time: 35.1278572083, propagate_backward_time: 51.0173187256, weight_update_time: 0.1431860775, other_time: 2.4385490417
epoch time: 7.5657525063s, input_fired_time: 0.0980417281, output_fired_time: 0.0000000000, propagate_forward_time: 7.0310869217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366240501
validation[          , genome  6366] predictions:    9751/  10000 (97.51%), best:    9732/10000 (97.32%), error:       870.98328, best error:       831.26178 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.2935714722s, input_fired_time: 0.8809789419, output_fired_time: 0.6516864300, propagate_forward_time: 35.1364288330, propagate_backward_time: 51.1548194885, weight_update_time: 0.1433773190, other_time: 2.4696540833
epoch time: 7.5640234947s, input_fired_time: 0.0958031416, output_fired_time: 0.0000000000, propagate_forward_time: 7.0255527496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426674843
validation[          , genome  6366] predictions:    9729/  10000 (97.29%), best:    9732/10000 (97.32%), error:       871.71436, best error:       831.26178 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.8461532593s, input_fired_time: 0.8752333522, output_fired_time: 0.6454671025, propagate_forward_time: 35.0435943604, propagate_backward_time: 50.8382987976, weight_update_time: 0.1420152336, other_time: 2.4435539246
epoch time: 7.5463733673s, input_fired_time: 0.0964867547, output_fired_time: 0.0000000000, propagate_forward_time: 7.0151839256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347028732
validation[          , genome  6366] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       958.67456, best error:       831.26178 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.3435516357s, input_fired_time: 0.8697936535, output_fired_time: 0.6437209249, propagate_forward_time: 34.8831863403, propagate_backward_time: 50.5436592102, weight_update_time: 0.1410846412, other_time: 2.4031867981
epoch time: 7.5541973114s, input_fired_time: 0.0981795713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0223774910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336404800
validation[          , genome  6366] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       924.99487, best error:       831.26178 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.3621063232s, input_fired_time: 0.8692684770, output_fired_time: 0.6401345134, propagate_forward_time: 34.4511947632, propagate_backward_time: 50.0090980530, weight_update_time: 0.1404147893, other_time: 2.3924064636
epoch time: 7.3376002312s, input_fired_time: 0.0964619145, output_fired_time: 0.0000000000, propagate_forward_time: 6.8166246414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245138168
validation[          , genome  6366] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       945.34454, best error:       831.26178 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.9878921509s, input_fired_time: 0.8483667970, output_fired_time: 0.6180333495, propagate_forward_time: 33.1532135010, propagate_backward_time: 48.0289802551, weight_update_time: 0.1353821009, other_time: 2.3392982483
epoch time: 7.5491814613s, input_fired_time: 0.0980182961, output_fired_time: 0.0000000000, propagate_forward_time: 7.0187764168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323868752
validation[          , genome  6366] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       887.45111, best error:       831.26178 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.6450653076s, input_fired_time: 0.8671517968, output_fired_time: 0.6329931021, propagate_forward_time: 34.2247924805, propagate_backward_time: 49.5463409424, weight_update_time: 0.1384761035, other_time: 2.3737869263
epoch time: 7.5428853035s, input_fired_time: 0.0966495648, output_fired_time: 0.0000000000, propagate_forward_time: 7.0159316063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303040504
validation[          , genome  6366] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       819.02686, best error:       819.02686 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.8844833374s, input_fired_time: 0.8794715405, output_fired_time: 0.6457853913, propagate_forward_time: 35.0417785645, propagate_backward_time: 50.9043731689, weight_update_time: 0.1419866681, other_time: 2.4130783081
epoch time: 7.5282168388s, input_fired_time: 0.0987994149, output_fired_time: 0.0000000000, propagate_forward_time: 6.9991889000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302287102
validation[          , genome  6366] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:       915.89386, best error:       819.02686 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.1201553345s, input_fired_time: 0.8824732900, output_fired_time: 0.6524531841, propagate_forward_time: 35.0592346191, propagate_backward_time: 51.1010093689, weight_update_time: 0.1428464651, other_time: 2.4249839783
epoch time: 7.5637388229s, input_fired_time: 0.0994243771, output_fired_time: 0.0000000000, propagate_forward_time: 7.0275011063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368133545
validation[          , genome  6366] predictions:    9688/  10000 (96.88%), best:    9745/10000 (97.45%), error:       992.65143, best error:       819.02686 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.8446350098s, input_fired_time: 0.8740260005, output_fired_time: 0.6403736472, propagate_forward_time: 34.6485099792, propagate_backward_time: 50.2799682617, weight_update_time: 0.1403256953, other_time: 2.4017601013
epoch time: 7.5573225021s, input_fired_time: 0.0986784995, output_fired_time: 0.0000000000, propagate_forward_time: 7.0233082771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353356361
validation[          , genome  6366] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       767.94708, best error:       767.94708 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.1131515503s, input_fired_time: 0.8830438852, output_fired_time: 0.6509609818, propagate_forward_time: 35.1109313965, propagate_backward_time: 51.0459747314, weight_update_time: 0.1420872509, other_time: 2.4222412109
epoch time: 7.5470256805s, input_fired_time: 0.0985141173, output_fired_time: 0.0000000000, propagate_forward_time: 7.0152292252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332823753
validation[          , genome  6366] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       915.55676, best error:       767.94708 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.0309143066s, input_fired_time: 0.8811208606, output_fired_time: 0.6471709013, propagate_forward_time: 35.1013755798, propagate_backward_time: 50.9819526672, weight_update_time: 0.1419940740, other_time: 2.4192962646
epoch time: 7.2632236481s, input_fired_time: 0.0981988162, output_fired_time: 0.0000000000, propagate_forward_time: 6.7397246361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253001213
validation[          , genome  6366] predictions:    9731/  10000 (97.31%), best:    9774/10000 (97.74%), error:       855.76959, best error:       767.94708 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.1178054810s, input_fired_time: 0.8868190646, output_fired_time: 0.6498139501, propagate_forward_time: 35.1237640381, propagate_backward_time: 51.0313873291, weight_update_time: 0.1421584338, other_time: 2.4260253906
epoch time: 7.5577659607s, input_fired_time: 0.0981251448, output_fired_time: 0.0000000000, propagate_forward_time: 7.0231938362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364471436
validation[          , genome  6366] predictions:    9735/  10000 (97.35%), best:    9774/10000 (97.74%), error:       843.23334, best error:       767.94708 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.8145446777s, input_fired_time: 0.8835366368, output_fired_time: 0.6441974640, propagate_forward_time: 35.0315055847, propagate_backward_time: 50.8428497314, weight_update_time: 0.1414593160, other_time: 2.4124565125
epoch time: 7.5578904152s, input_fired_time: 0.0977917090, output_fired_time: 0.0000000000, propagate_forward_time: 7.0249133110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351854324
validation[          , genome  6366] predictions:    9731/  10000 (97.31%), best:    9774/10000 (97.74%), error:       888.05182, best error:       767.94708 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.3704299927s, input_fired_time: 0.8757373691, output_fired_time: 0.6385365725, propagate_forward_time: 34.4115791321, propagate_backward_time: 50.0480766296, weight_update_time: 0.1398453265, other_time: 2.3964996338
epoch time: 7.5442786217s, input_fired_time: 0.0992630348, output_fired_time: 0.0000000000, propagate_forward_time: 7.0101509094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348645210
validation[          , genome  6366] predictions:    9702/  10000 (97.02%), best:    9774/10000 (97.74%), error:       989.95892, best error:       767.94708 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.3332138062s, input_fired_time: 0.8792880177, output_fired_time: 0.6415739059, propagate_forward_time: 34.7589874268, propagate_backward_time: 50.6562004089, weight_update_time: 0.1410525441, other_time: 2.3971672058
epoch time: 7.5639996529s, input_fired_time: 0.0989680365, output_fired_time: 0.0000000000, propagate_forward_time: 7.0288801193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361515045
validation[          , genome  6366] predictions:    9585/  10000 (95.85%), best:    9774/10000 (97.74%), error:      1279.21228, best error:       767.94708 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.3302001953s, input_fired_time: 0.8858411908, output_fired_time: 0.6504675746, propagate_forward_time: 35.1167488098, propagate_backward_time: 51.2658615112, weight_update_time: 0.1425886750, other_time: 2.4112815857
epoch time: 7.5589246750s, input_fired_time: 0.0996421874, output_fired_time: 0.0000000000, propagate_forward_time: 7.0247931480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344892502
validation[          , genome  6366] predictions:    9740/  10000 (97.40%), best:    9774/10000 (97.74%), error:       787.51624, best error:       767.94708 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.6675033569s, input_fired_time: 0.8860734105, output_fired_time: 0.6476093531, propagate_forward_time: 34.8655014038, propagate_backward_time: 50.8630599976, weight_update_time: 0.1420183182, other_time: 2.4052658081
epoch time: 7.5615167618s, input_fired_time: 0.0984252468, output_fired_time: 0.0000000000, propagate_forward_time: 7.0273418427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357495308
validation[          , genome  6366] predictions:    9697/  10000 (96.97%), best:    9774/10000 (97.74%), error:      1041.23779, best error:       767.94708 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.6676788330s, input_fired_time: 0.8765577674, output_fired_time: 0.6413869858, propagate_forward_time: 34.4851684570, propagate_backward_time: 50.2668037415, weight_update_time: 0.1405478418, other_time: 2.3977622986
epoch time: 7.5598535538s, input_fired_time: 0.1005956307, output_fired_time: 0.0000000000, propagate_forward_time: 7.0247321129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345259666
validation[          , genome  6366] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       845.18903, best error:       767.94708 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.7696990967s, input_fired_time: 0.8741036654, output_fired_time: 0.6356199980, propagate_forward_time: 34.1499404907, propagate_backward_time: 49.7324104309, weight_update_time: 0.1387613267, other_time: 2.3776206970
epoch time: 7.5157513618s, input_fired_time: 0.0995328352, output_fired_time: 0.0000000000, propagate_forward_time: 6.9858818054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303369522
validation[          , genome  6366] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:       939.73010, best error:       767.94708 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.0060272217s, input_fired_time: 0.8819448352, output_fired_time: 0.6425460577, propagate_forward_time: 34.6630363464, propagate_backward_time: 50.4150962830, weight_update_time: 0.1406406611, other_time: 2.4034042358
epoch time: 6.8695030212s, input_fired_time: 0.0924661681, output_fired_time: 0.0000000000, propagate_forward_time: 6.3664064407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106302261
validation[          , genome  6366] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       782.95325, best error:       767.94708 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.8285064697s, input_fired_time: 0.8767003417, output_fired_time: 0.6391752958, propagate_forward_time: 34.6350288391, propagate_backward_time: 50.2859878540, weight_update_time: 0.1408999413, other_time: 2.3916130066
epoch time: 7.5170531273s, input_fired_time: 0.1008053124, output_fired_time: 0.0000000000, propagate_forward_time: 6.9829030037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333448410
validation[          , genome  6366] predictions:    9710/  10000 (97.10%), best:    9774/10000 (97.74%), error:       916.32617, best error:       767.94708 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.3426361084s, input_fired_time: 0.8908230066, output_fired_time: 0.6529541612, propagate_forward_time: 35.1708488464, propagate_backward_time: 51.2140998840, weight_update_time: 0.1429732889, other_time: 2.4139099121
epoch time: 7.5664925575s, input_fired_time: 0.0986329690, output_fired_time: 0.0000000000, propagate_forward_time: 7.0332989693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345607758
validation[          , genome  6366] predictions:    9719/  10000 (97.19%), best:    9774/10000 (97.74%), error:       872.89868, best error:       767.94708 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.0791397095s, input_fired_time: 0.8860200047, output_fired_time: 0.6462903023, propagate_forward_time: 35.0771560669, propagate_backward_time: 51.0650596619, weight_update_time: 0.1428140700, other_time: 2.4046134949
epoch time: 7.5635938644s, input_fired_time: 0.0986678749, output_fired_time: 0.0000000000, propagate_forward_time: 7.0296163559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353094101
validation[          , genome  6366] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       978.92426, best error:       767.94708 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.7886199951s, input_fired_time: 0.8725025654, output_fired_time: 0.6334320307, propagate_forward_time: 34.2046928406, propagate_backward_time: 49.7120475769, weight_update_time: 0.1386363655, other_time: 2.3659439087
epoch time: 7.5593376160s, input_fired_time: 0.1006373689, output_fired_time: 0.0000000000, propagate_forward_time: 7.0219974518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367027283
validation[          , genome  6366] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       795.03351, best error:       767.94708 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.1731414795s, input_fired_time: 0.8849029541, output_fired_time: 0.6453717947, propagate_forward_time: 34.7403869629, propagate_backward_time: 50.4978065491, weight_update_time: 0.1411760449, other_time: 2.4046745300
epoch time: 7.3780875206s, input_fired_time: 0.0975758210, output_fired_time: 0.0000000000, propagate_forward_time: 6.8529415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275703430
validation[          , genome  6366] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       848.57031, best error:       767.94708 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.4423675537s, input_fired_time: 0.8851523399, output_fired_time: 0.6415991783, propagate_forward_time: 34.7811508179, propagate_backward_time: 50.7450256348, weight_update_time: 0.1411983520, other_time: 2.3894348145
epoch time: 7.2379779816s, input_fired_time: 0.0946741402, output_fired_time: 0.0000000000, propagate_forward_time: 6.7148346901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284691811
validation[          , genome  6366] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       802.75165, best error:       767.94708 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.2354278564s, input_fired_time: 0.8818237185, output_fired_time: 0.6470821500, propagate_forward_time: 34.8212356567, propagate_backward_time: 50.4869232178, weight_update_time: 0.1404989511, other_time: 2.3983688354
epoch time: 7.5509352684s, input_fired_time: 0.1001292393, output_fired_time: 0.0000000000, propagate_forward_time: 7.0140132904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367928505
validation[          , genome  6366] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       892.34137, best error:       767.94708 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.5236434937s, input_fired_time: 0.8808774352, output_fired_time: 0.6376537681, propagate_forward_time: 34.4790725708, propagate_backward_time: 50.1330947876, weight_update_time: 0.1400923133, other_time: 2.3929443359
epoch time: 6.8290157318s, input_fired_time: 0.0943751186, output_fired_time: 0.0000000000, propagate_forward_time: 6.3252992630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093413353
validation[          , genome  6366] predictions:    9697/  10000 (96.97%), best:    9774/10000 (97.74%), error:       964.99432, best error:       767.94708 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.2666625977s, input_fired_time: 0.8681734204, output_fired_time: 0.6296733618, propagate_forward_time: 33.9612007141, propagate_backward_time: 49.4422645569, weight_update_time: 0.1387072653, other_time: 2.3653488159
epoch time: 7.5457301140s, input_fired_time: 0.0995443612, output_fired_time: 0.0000000000, propagate_forward_time: 7.0129895210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331960678
validation[          , genome  6366] predictions:    9719/  10000 (97.19%), best:    9774/10000 (97.74%), error:       902.06464, best error:       767.94708 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.9504318237s, input_fired_time: 0.8907142878, output_fired_time: 0.6466606259, propagate_forward_time: 35.0070075989, propagate_backward_time: 50.9807662964, weight_update_time: 0.1423370838, other_time: 2.4252815247
epoch time: 7.5697965622s, input_fired_time: 0.0990347937, output_fired_time: 0.0000000000, propagate_forward_time: 7.0335402489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372215271
validation[          , genome  6366] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       827.37610, best error:       767.94708 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.9874954224s, input_fired_time: 0.8932814002, output_fired_time: 0.6488809586, propagate_forward_time: 34.9824295044, propagate_backward_time: 51.0394134521, weight_update_time: 0.1429433078, other_time: 2.4234924316
epoch time: 7.5497684479s, input_fired_time: 0.1007546932, output_fired_time: 0.0000000000, propagate_forward_time: 7.0131592751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358544350
validation[          , genome  6366] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       831.87073, best error:       767.94708 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.1519775391s, input_fired_time: 0.8938761950, output_fired_time: 0.6497777700, propagate_forward_time: 35.0287628174, propagate_backward_time: 51.1598968506, weight_update_time: 0.1429277062, other_time: 2.4196624756
epoch time: 7.5491218567s, input_fired_time: 0.0987371653, output_fired_time: 0.0000000000, propagate_forward_time: 7.0141410828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362435341
validation[          , genome  6366] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       959.99158, best error:       767.94708 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.8246765137s, input_fired_time: 0.8800591230, output_fired_time: 0.6311998963, propagate_forward_time: 35.1349105835, propagate_backward_time: 50.7864723206, weight_update_time: 0.1419517994, other_time: 2.3920326233
epoch time: 7.5526933670s, input_fired_time: 0.0997146368, output_fired_time: 0.0000000000, propagate_forward_time: 7.0176463127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353322983
validation[          , genome  6366] predictions:    9696/  10000 (96.96%), best:    9774/10000 (97.74%), error:       982.94067, best error:       767.94708 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 89.9128799438s, input_fired_time: 0.8969784975, output_fired_time: 0.6497525573, propagate_forward_time: 34.9785766602, propagate_backward_time: 50.9747390747, weight_update_time: 0.1421171576, other_time: 2.4128341675
epoch time: 7.4988589287s, input_fired_time: 0.1007382795, output_fired_time: 0.0000000000, propagate_forward_time: 6.9621324539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359884262
validation[          , genome  6366] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       816.23279, best error:       767.94708 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.0938796997s, input_fired_time: 0.8913341165, output_fired_time: 0.6464966536, propagate_forward_time: 35.0797386169, propagate_backward_time: 51.0651359558, weight_update_time: 0.1421086788, other_time: 2.4111709595
epoch time: 7.5556621552s, input_fired_time: 0.1009714007, output_fired_time: 0.0000000000, propagate_forward_time: 7.0180339813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366569519
validation[          , genome  6366] predictions:    9691/  10000 (96.91%), best:    9774/10000 (97.74%), error:       995.82892, best error:       767.94708 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.1510925293s, input_fired_time: 0.8957330585, output_fired_time: 0.6533996463, propagate_forward_time: 35.0844535828, propagate_backward_time: 51.0990715027, weight_update_time: 0.1422083676, other_time: 2.4184341431
epoch time: 7.5986518860s, input_fired_time: 0.1027994081, output_fired_time: 0.0000000000, propagate_forward_time: 7.0592918396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365606308
validation[          , genome  6366] predictions:    9713/  10000 (97.13%), best:    9774/10000 (97.74%), error:       895.95404, best error:       767.94708 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.2308044434s, input_fired_time: 0.8966433406, output_fired_time: 0.6485491395, propagate_forward_time: 35.0793838501, propagate_backward_time: 51.1797637939, weight_update_time: 0.1422419548, other_time: 2.4264602661
epoch time: 7.5627155304s, input_fired_time: 0.1005507633, output_fired_time: 0.0000000000, propagate_forward_time: 7.0253620148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368028641
validation[          , genome  6366] predictions:    9726/  10000 (97.26%), best:    9774/10000 (97.74%), error:       898.96936, best error:       767.94708 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.3197860718s, input_fired_time: 0.8961881399, output_fired_time: 0.6480824947, propagate_forward_time: 35.1223449707, propagate_backward_time: 51.2256698608, weight_update_time: 0.1427211612, other_time: 2.4275054932
epoch time: 7.5646519661s, input_fired_time: 0.1015710384, output_fired_time: 0.0000000000, propagate_forward_time: 7.0264244080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366564751
validation[          , genome  6366] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       917.16541, best error:       767.94708 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.4263381958s, input_fired_time: 0.9004071355, output_fired_time: 0.6523974538, propagate_forward_time: 35.1576232910, propagate_backward_time: 51.2826156616, weight_update_time: 0.1427560002, other_time: 2.4332962036
epoch time: 7.5755238533s, input_fired_time: 0.1010538116, output_fired_time: 0.0000000000, propagate_forward_time: 7.0373387337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371314049
validation[          , genome  6366] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       896.61218, best error:       767.94708 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.3544311523s, input_fired_time: 0.8963617086, output_fired_time: 0.6492488980, propagate_forward_time: 35.1588630676, propagate_backward_time: 51.2237358093, weight_update_time: 0.1425303668, other_time: 2.4262237549
epoch time: 7.5680251122s, input_fired_time: 0.1019794568, output_fired_time: 0.0000000000, propagate_forward_time: 7.0306072235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354386330
validation[          , genome  6366] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       828.82910, best error:       767.94708 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.2152023315s, input_fired_time: 0.8990851045, output_fired_time: 0.6485874653, propagate_forward_time: 35.1087150574, propagate_backward_time: 51.1417655945, weight_update_time: 0.1429786384, other_time: 2.4170455933
epoch time: 7.5418090820s, input_fired_time: 0.1000144333, output_fired_time: 0.0000000000, propagate_forward_time: 7.0089087486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328861237
validation[          , genome  6366] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       908.84363, best error:       767.94708 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.1452178955s, input_fired_time: 0.8989934325, output_fired_time: 0.6530451179, propagate_forward_time: 35.0397796631, propagate_backward_time: 51.1443710327, weight_update_time: 0.1430269033, other_time: 2.4090270996
epoch time: 7.5371441841s, input_fired_time: 0.1028900295, output_fired_time: 0.0000000000, propagate_forward_time: 7.0018653870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323887825
validation[          , genome  6366] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       848.92676, best error:       767.94708 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.1457672119s, input_fired_time: 0.8949535489, output_fired_time: 0.6461541653, propagate_forward_time: 35.0624771118, propagate_backward_time: 51.1357421875, weight_update_time: 0.1431547850, other_time: 2.4064407349
epoch time: 7.5610775948s, input_fired_time: 0.1019028276, output_fired_time: 0.0000000000, propagate_forward_time: 7.0248889923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342856407
validation[          , genome  6366] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       857.56104, best error:       767.94708 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.6276245117s, input_fired_time: 0.8867607117, output_fired_time: 0.6389476657, propagate_forward_time: 34.4617385864, propagate_backward_time: 50.2558250427, weight_update_time: 0.1404147893, other_time: 2.3843498230
epoch time: 7.5362553596s, input_fired_time: 0.1000128463, output_fired_time: 0.0000000000, propagate_forward_time: 7.0022091866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340333939
validation[          , genome  6366] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:       937.00867, best error:       767.94708 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.5087661743s, input_fired_time: 0.9008656740, output_fired_time: 0.6536684632, propagate_forward_time: 35.1444053650, propagate_backward_time: 51.3842201233, weight_update_time: 0.1432126611, other_time: 2.4256057739
epoch time: 7.5634050369s, input_fired_time: 0.1010097563, output_fired_time: 0.0000000000, propagate_forward_time: 7.0256543159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367408752
validation[          , genome  6366] predictions:    9711/  10000 (97.11%), best:    9774/10000 (97.74%), error:       948.23724, best error:       767.94708 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.7262573242s, input_fired_time: 0.8967742920, output_fired_time: 0.6470764875, propagate_forward_time: 34.8808021545, propagate_backward_time: 50.8964614868, weight_update_time: 0.1418950111, other_time: 2.4051399231
epoch time: 7.5624055862s, input_fired_time: 0.0978780389, output_fired_time: 0.0000000000, propagate_forward_time: 7.0309557915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335718155
validation[          , genome  6366] predictions:    9706/  10000 (97.06%), best:    9774/10000 (97.74%), error:       984.81165, best error:       767.94708 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.4115142822s, input_fired_time: 0.8996670246, output_fired_time: 0.6491418481, propagate_forward_time: 35.1623573303, propagate_backward_time: 51.2919044495, weight_update_time: 0.1431212276, other_time: 2.4084472656
epoch time: 7.2107357979s, input_fired_time: 0.0982403681, output_fired_time: 0.0000000000, propagate_forward_time: 6.6913299561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211654663
validation[          , genome  6366] predictions:    9706/  10000 (97.06%), best:    9774/10000 (97.74%), error:       985.78149, best error:       767.94708 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.0186462402s, input_fired_time: 0.8921204209, output_fired_time: 0.6414042711, propagate_forward_time: 34.6032714844, propagate_backward_time: 50.4869842529, weight_update_time: 0.1408517957, other_time: 2.3948669434
epoch time: 7.5421657562s, input_fired_time: 0.0985542610, output_fired_time: 0.0000000000, propagate_forward_time: 7.0157194138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278922081
validation[          , genome  6366] predictions:    9690/  10000 (96.90%), best:    9774/10000 (97.74%), error:      1027.51990, best error:       767.94708 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.6066513062s, input_fired_time: 0.9027775526, output_fired_time: 0.6548247933, propagate_forward_time: 35.1849975586, propagate_backward_time: 51.4382400513, weight_update_time: 0.1434027851, other_time: 2.4258117676
epoch time: 7.0826148987s, input_fired_time: 0.0977418572, output_fired_time: 0.0000000000, propagate_forward_time: 6.5679550171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169178009
validation[          , genome  6366] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       799.54718, best error:       767.94708 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.0668334961s, input_fired_time: 0.8944581747, output_fired_time: 0.6503463984, propagate_forward_time: 35.0052108765, propagate_backward_time: 51.1067504883, weight_update_time: 0.1422916949, other_time: 2.4100723267
epoch time: 7.5698199272s, input_fired_time: 0.1010381654, output_fired_time: 0.0000000000, propagate_forward_time: 7.0322046280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365773201
validation[          , genome  6366] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       791.31989, best error:       767.94708 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.3722839355s, input_fired_time: 0.8889850378, output_fired_time: 0.6350211501, propagate_forward_time: 34.3794212341, propagate_backward_time: 50.0812454224, weight_update_time: 0.1398208737, other_time: 2.3876152039
epoch time: 7.5701236725s, input_fired_time: 0.1002616361, output_fired_time: 0.0000000000, propagate_forward_time: 7.0345168114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353451729
validation[          , genome  6366] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       914.80316, best error:       767.94708 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.1182403564s, input_fired_time: 0.8835525513, output_fired_time: 0.6434080005, propagate_forward_time: 34.6780853271, propagate_backward_time: 50.5128402710, weight_update_time: 0.1407469958, other_time: 2.4003524780
epoch time: 7.3602204323s, input_fired_time: 0.0975536704, output_fired_time: 0.0000000000, propagate_forward_time: 6.8345074654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281592369
validation[          , genome  6366] predictions:    9701/  10000 (97.01%), best:    9774/10000 (97.74%), error:      1001.43732, best error:       767.94708 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.3231582642s, input_fired_time: 0.8862054944, output_fired_time: 0.6482674479, propagate_forward_time: 34.3472747803, propagate_backward_time: 50.0535812378, weight_update_time: 0.1391133219, other_time: 2.3878250122
epoch time: 6.0166392326s, input_fired_time: 0.0849078149, output_fired_time: 0.0000000000, propagate_forward_time: 5.5530228615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787083626
validation[          , genome  6366] predictions:    9722/  10000 (97.22%), best:    9774/10000 (97.74%), error:       946.68689, best error:       767.94708 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.2079620361s, input_fired_time: 0.8633573055, output_fired_time: 0.6130486727, propagate_forward_time: 33.1669158936, propagate_backward_time: 48.2243347168, weight_update_time: 0.1348215193, other_time: 2.3403015137
epoch time: 7.5513167381s, input_fired_time: 0.1054083630, output_fired_time: 0.0000000000, propagate_forward_time: 7.0080575943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378509521
validation[          , genome  6366] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       856.13995, best error:       767.94708 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.3031616211s, input_fired_time: 0.9048604965, output_fired_time: 0.6524956226, propagate_forward_time: 35.0979537964, propagate_backward_time: 51.2373008728, weight_update_time: 0.1423626095, other_time: 2.4105491638
epoch time: 7.5823664665s, input_fired_time: 0.1018023267, output_fired_time: 0.0000000000, propagate_forward_time: 7.0447430611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358210564
validation[          , genome  6366] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:       950.70020, best error:       767.94708 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.3879394531s, input_fired_time: 0.8983587027, output_fired_time: 0.6507951021, propagate_forward_time: 35.1570091248, propagate_backward_time: 51.2678985596, weight_update_time: 0.1428065598, other_time: 2.4138755798
epoch time: 7.5521059036s, input_fired_time: 0.0996339396, output_fired_time: 0.0000000000, propagate_forward_time: 7.0259380341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265336990
validation[          , genome  6366] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       881.47778, best error:       767.94708 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.6029434204s, input_fired_time: 0.8991941214, output_fired_time: 0.6531647444, propagate_forward_time: 35.2309875488, propagate_backward_time: 51.4034423828, weight_update_time: 0.1432599276, other_time: 2.4161529541
epoch time: 7.5843234062s, input_fired_time: 0.1014333293, output_fired_time: 0.0000000000, propagate_forward_time: 7.0471434593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357466698
validation[          , genome  6366] predictions:    9689/  10000 (96.89%), best:    9774/10000 (97.74%), error:      1027.44543, best error:       767.94708 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.3332290649s, input_fired_time: 0.9021286368, output_fired_time: 0.6510655880, propagate_forward_time: 35.1216392517, propagate_backward_time: 51.2437210083, weight_update_time: 0.1430699378, other_time: 2.4146766663
epoch time: 7.5836472511s, input_fired_time: 0.1029053405, output_fired_time: 0.0000000000, propagate_forward_time: 7.0443191528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364228249
validation[          , genome  6366] predictions:    9710/  10000 (97.10%), best:    9774/10000 (97.74%), error:       947.89618, best error:       767.94708 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5008544922s, input_fired_time: 0.9015031457, output_fired_time: 0.6511251330, propagate_forward_time: 35.1863479614, propagate_backward_time: 51.3365669250, weight_update_time: 0.1432755291, other_time: 2.4253120422
epoch time: 7.5790801048s, input_fired_time: 0.0996655673, output_fired_time: 0.0000000000, propagate_forward_time: 7.0431752205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362392426
validation[          , genome  6366] predictions:    9681/  10000 (96.81%), best:    9774/10000 (97.74%), error:      1040.94324, best error:       767.94708 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.4151611328s, input_fired_time: 0.9047029018, output_fired_time: 0.6528139114, propagate_forward_time: 35.1233062744, propagate_backward_time: 51.3109321594, weight_update_time: 0.1433437467, other_time: 2.4234046936
epoch time: 7.5500316620s, input_fired_time: 0.1033932492, output_fired_time: 0.0000000000, propagate_forward_time: 7.0118327141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348058701
validation[          , genome  6366] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       858.00867, best error:       767.94708 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 89.3522491455s, input_fired_time: 0.8958253264, output_fired_time: 0.6403396130, propagate_forward_time: 34.7719268799, propagate_backward_time: 50.6369819641, weight_update_time: 0.1412868798, other_time: 2.4071693420
epoch time: 7.5605702400s, input_fired_time: 0.1021468043, output_fired_time: 0.0000000000, propagate_forward_time: 7.0223145485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361090660
validation[          , genome  6366] predictions:    9648/  10000 (96.48%), best:    9774/10000 (97.74%), error:      1118.05847, best error:       767.94708 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.6238937378s, input_fired_time: 0.9056595564, output_fired_time: 0.6532598138, propagate_forward_time: 35.2304306030, propagate_backward_time: 51.4055671692, weight_update_time: 0.1431339085, other_time: 2.4289741516
epoch time: 7.5720720291s, input_fired_time: 0.1001151949, output_fired_time: 0.0000000000, propagate_forward_time: 7.0334095955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385471344
validation[          , genome  6366] predictions:    9702/  10000 (97.02%), best:    9774/10000 (97.74%), error:      1020.35895, best error:       767.94708 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.4188232422s, input_fired_time: 0.9068430066, output_fired_time: 0.6541513205, propagate_forward_time: 35.1308937073, propagate_backward_time: 51.3046760559, weight_update_time: 0.1429680437, other_time: 2.4222564697
epoch time: 7.5890851021s, input_fired_time: 0.1017279476, output_fired_time: 0.0000000000, propagate_forward_time: 7.0500221252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373350143
validation[          , genome  6366] predictions:    9696/  10000 (96.96%), best:    9774/10000 (97.74%), error:       970.37946, best error:       767.94708 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.6292877197s, input_fired_time: 0.9047675133, output_fired_time: 0.6570936441, propagate_forward_time: 35.1999702454, propagate_backward_time: 51.4437026978, weight_update_time: 0.1434162855, other_time: 2.4237480164
epoch time: 7.5545725822s, input_fired_time: 0.1013804078, output_fired_time: 0.0000000000, propagate_forward_time: 7.0190114975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341807365
validation[          , genome  6366] predictions:    9674/  10000 (96.74%), best:    9774/10000 (97.74%), error:      1018.07727, best error:       767.94708 on epoch:    42, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 89.8830490112s, input_fired_time: 0.8987231851, output_fired_time: 0.6445285678, propagate_forward_time: 34.9646606445, propagate_backward_time: 50.9692077637, weight_update_time: 0.1419414878, other_time: 2.4059295654
epoch time: 7.5477709770s, input_fired_time: 0.1015519872, output_fired_time: 0.0000000000, propagate_forward_time: 7.0093894005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368295670
validation[          , genome  6366] predictions:    9707/  10000 (97.07%), best:    9774/10000 (97.74%), error:       954.68274, best error:       767.94708 on epoch:    42, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.2222595215s, input_fired_time: 0.9025291800, output_fired_time: 0.6444336772, propagate_forward_time: 35.1357116699, propagate_backward_time: 51.1332473755, weight_update_time: 0.1419721097, other_time: 2.4063415527
epoch time: 7.5770745277s, input_fired_time: 0.1023188978, output_fired_time: 0.0000000000, propagate_forward_time: 7.0412340164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335217476
validation[          , genome  6366] predictions:    9722/  10000 (97.22%), best:    9774/10000 (97.74%), error:       971.35425, best error:       767.94708 on epoch:    42, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.3268585205s, input_fired_time: 0.9028735161, output_fired_time: 0.6494865417, propagate_forward_time: 35.1505393982, propagate_backward_time: 51.2115974426, weight_update_time: 0.1418204308, other_time: 2.4123687744
epoch time: 7.5674653053s, input_fired_time: 0.1024978831, output_fired_time: 0.0000000000, propagate_forward_time: 7.0285167694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364504814
validation[          , genome  6366] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       924.90009, best error:       767.94708 on epoch:    42, 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: 37.8572959900s, input_fired_time: 0.4989094138, output_fired_time: 0.0000000000, propagate_forward_time: 35.1453361511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2130508423
best training[          , genome  6366] predictions:   49420/  50000 (98.84%), best:    9774/10000 (97.74%), error:      2053.42065, best error:       767.94708 on epoch:    42, 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: 7.5682859421s, input_fired_time: 0.0981159136, output_fired_time: 0.0000000000, propagate_forward_time: 7.0304813385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396886826
   testing[          , genome  6366] predictions:    9787/  10000 (97.87%), best:    9774/10000 (97.74%), error:       721.37036, best error:       767.94708 on epoch:    42, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:06:28 (72877): called boinc_finish(0)

</stderr_txt>
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