Nameexact_genome_1512568488_42_6290_0
Workunit2602647
Created7 Dec 2017, 18:57:27 UTC
Sent7 Dec 2017, 19:01:39 UTC
Report deadline15 Dec 2017, 7:46:46 UTC
Received9 Dec 2017, 11:23:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 18 min 30 sec
CPU time4 hours 13 min 49 sec
Validate stateValid
Credit1,882.84
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.00 MB
Peak swap size155.40 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 (97.34%), error:      1102.39783, best error:       836.45258 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.0603332520s, input_fired_time: 1.7962188721, output_fired_time: 1.9009041786, propagate_forward_time: 51.7567367554, propagate_backward_time: 80.1475601196, weight_update_time: 0.2294201255, other_time: 3.4589080811
epoch time: 11.4138116837s, input_fired_time: 0.2226710469, output_fired_time: 0.0000000000, propagate_forward_time: 10.5686216354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225185394
validation[          , genome  6290] predictions:    9681/  10000 (96.81%), best:    9734/10000 (97.34%), error:      1041.55933, best error:       836.45258 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.5596160889s, input_fired_time: 1.7938102484, output_fired_time: 1.8845556974, propagate_forward_time: 51.8955917358, propagate_backward_time: 79.5113525391, weight_update_time: 0.2297428548, other_time: 3.4743118286
epoch time: 11.3353586197s, input_fired_time: 0.2257294059, output_fired_time: 0.0000000000, propagate_forward_time: 10.4881486893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214809418
validation[          , genome  6290] predictions:    9745/  10000 (97.45%), best:    9734/10000 (97.34%), error:       855.69623, best error:       836.45258 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 139.5534210205s, input_fired_time: 1.8110020161, output_fired_time: 1.9008246660, propagate_forward_time: 51.9929351807, propagate_backward_time: 80.3457794189, weight_update_time: 0.2354212701, other_time: 3.5028839111
epoch time: 11.3800172806s, input_fired_time: 0.2274247706, output_fired_time: 0.0000000000, propagate_forward_time: 10.5392560959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133365631
validation[          , genome  6290] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       898.33936, best error:       836.45258 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.6082763672s, input_fired_time: 1.8068258762, output_fired_time: 1.8987119198, propagate_forward_time: 52.0034523010, propagate_backward_time: 80.4114532471, weight_update_time: 0.2341461629, other_time: 3.4878387451
epoch time: 11.0823554993s, input_fired_time: 0.2221274823, output_fired_time: 0.0000000000, propagate_forward_time: 10.2293157578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309118271
validation[          , genome  6290] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       972.67474, best error:       836.45258 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 139.6817932129s, input_fired_time: 1.8070511818, output_fired_time: 1.9026541710, propagate_forward_time: 51.8553085327, propagate_backward_time: 80.6218490601, weight_update_time: 0.2328983992, other_time: 3.4949340820
epoch time: 11.0994005203s, input_fired_time: 0.2233605385, output_fired_time: 0.0000000000, propagate_forward_time: 10.2483329773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277065277
validation[          , genome  6290] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       967.38757, best error:       836.45258 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 137.8896789551s, input_fired_time: 1.7958508730, output_fired_time: 1.8809007406, propagate_forward_time: 51.2314643860, propagate_backward_time: 79.5197067261, weight_update_time: 0.2305793166, other_time: 3.4617538452
epoch time: 10.7990274429s, input_fired_time: 0.2166788280, output_fired_time: 0.0000000000, propagate_forward_time: 9.9726457596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097030640
validation[          , genome  6290] predictions:    9751/  10000 (97.51%), best:    9734/10000 (97.34%), error:       858.28589, best error:       836.45258 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.5513305664s, input_fired_time: 1.8054841757, output_fired_time: 1.8990645409, propagate_forward_time: 51.9148674011, propagate_backward_time: 80.4447555542, weight_update_time: 0.2345877737, other_time: 3.4871597290
epoch time: 11.2457942963s, input_fired_time: 0.2209379524, output_fired_time: 0.0000000000, propagate_forward_time: 10.4070949554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177616119
validation[          , genome  6290] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       823.04431, best error:       823.04431 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 138.4308013916s, input_fired_time: 1.7982966900, output_fired_time: 1.8966953754, propagate_forward_time: 51.5217552185, propagate_backward_time: 79.7435989380, weight_update_time: 0.2305424213, other_time: 3.4704513550
epoch time: 11.3193922043s, input_fired_time: 0.2297307104, output_fired_time: 0.0000000000, propagate_forward_time: 10.4519710541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376905441
validation[          , genome  6290] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       827.45703, best error:       823.04431 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 137.0188140869s, input_fired_time: 1.7788476944, output_fired_time: 1.8660669327, propagate_forward_time: 50.9671821594, propagate_backward_time: 78.9636764526, weight_update_time: 0.2281686664, other_time: 3.4430313110
epoch time: 10.7704916000s, input_fired_time: 0.2145242095, output_fired_time: 0.0000000000, propagate_forward_time: 9.9485254288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074419022
validation[          , genome  6290] predictions:    9728/  10000 (97.28%), best:    9765/10000 (97.65%), error:       893.42188, best error:       823.04431 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.4808502197s, input_fired_time: 1.7804267406, output_fired_time: 1.8625351191, propagate_forward_time: 50.7643814087, propagate_backward_time: 78.6632080078, weight_update_time: 0.2248566449, other_time: 3.4103012085
epoch time: 11.1506271362s, input_fired_time: 0.2235819101, output_fired_time: 0.0000000000, propagate_forward_time: 10.2984113693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286334991
validation[          , genome  6290] predictions:    9704/  10000 (97.04%), best:    9765/10000 (97.65%), error:       918.89221, best error:       823.04431 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.8840789795s, input_fired_time: 1.8006542921, output_fired_time: 1.8923830986, propagate_forward_time: 51.8326873779, propagate_backward_time: 79.8862457275, weight_update_time: 0.2299865186, other_time: 3.4721069336
epoch time: 10.9371500015s, input_fired_time: 0.2166485935, output_fired_time: 0.0000000000, propagate_forward_time: 10.1137962341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6067047119
validation[          , genome  6290] predictions:    9304/  10000 (93.04%), best:    9765/10000 (97.65%), error:      2360.89795, best error:       823.04431 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

resetting weights to those on epoch: 21
epoch time: 140.0517425537s, input_fired_time: 1.8158671856, output_fired_time: 1.9070112705, propagate_forward_time: 52.1376228333, propagate_backward_time: 80.7128753662, weight_update_time: 0.2333882004, other_time: 3.4783630371
epoch time: 11.2630434036s, input_fired_time: 0.2234745771, output_fired_time: 0.0000000000, propagate_forward_time: 10.4102563858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293125153
validation[          , genome  6290] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       760.74731, best error:       760.74731 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 139.1693572998s, input_fired_time: 1.7980593443, output_fired_time: 1.8929519653, propagate_forward_time: 51.6706275940, propagate_backward_time: 80.3338546753, weight_update_time: 0.2305954546, other_time: 3.4738540649
epoch time: 11.4480228424s, input_fired_time: 0.2265694588, output_fired_time: 0.0000000000, propagate_forward_time: 10.5953216553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261320114
validation[          , genome  6290] predictions:    9706/  10000 (97.06%), best:    9765/10000 (97.65%), error:       964.82349, best error:       760.74731 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 138.4253234863s, input_fired_time: 1.8017396927, output_fired_time: 1.8859722614, propagate_forward_time: 51.4625358582, propagate_backward_time: 79.7988967896, weight_update_time: 0.2299821079, other_time: 3.4761734009
epoch time: 11.4254655838s, input_fired_time: 0.2205278873, output_fired_time: 0.0000000000, propagate_forward_time: 10.5749664307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299715042
validation[          , genome  6290] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       825.90247, best error:       760.74731 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.1316375732s, input_fired_time: 1.8020524979, output_fired_time: 1.9032840729, propagate_forward_time: 51.8606910706, propagate_backward_time: 80.0967636108, weight_update_time: 0.2322102487, other_time: 3.4688491821
epoch time: 11.3382091522s, input_fired_time: 0.2238182724, output_fired_time: 0.0000000000, propagate_forward_time: 10.4891948700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251964569
validation[          , genome  6290] predictions:    9709/  10000 (97.09%), best:    9765/10000 (97.65%), error:       982.08893, best error:       760.74731 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 138.9142456055s, input_fired_time: 1.8114072084, output_fired_time: 1.9026780128, propagate_forward_time: 51.7610816956, propagate_backward_time: 79.9585494995, weight_update_time: 0.2308680266, other_time: 3.4805374146
epoch time: 11.1477670670s, input_fired_time: 0.2214961946, output_fired_time: 0.0000000000, propagate_forward_time: 10.3033676147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229028702
validation[          , genome  6290] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       737.13416, best error:       737.13416 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 139.9661407471s, input_fired_time: 1.8020752668, output_fired_time: 1.9078235626, propagate_forward_time: 52.0317420959, propagate_backward_time: 80.7468185425, weight_update_time: 0.2348327339, other_time: 3.4776840210
epoch time: 11.2002534866s, input_fired_time: 0.2234652638, output_fired_time: 0.0000000000, propagate_forward_time: 10.3514986038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6252899170
validation[          , genome  6290] predictions:    9721/  10000 (97.21%), best:    9778/10000 (97.78%), error:       880.21387, best error:       737.13416 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 137.4413299561s, input_fired_time: 1.7959774733, output_fired_time: 1.8739503622, propagate_forward_time: 51.3222846985, propagate_backward_time: 78.9998779297, weight_update_time: 0.2320881486, other_time: 3.4492492676
epoch time: 11.4269304276s, input_fired_time: 0.2238490134, output_fired_time: 0.0000000000, propagate_forward_time: 10.5833978653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196832657
validation[          , genome  6290] predictions:    9696/  10000 (96.96%), best:    9778/10000 (97.78%), error:      1068.91797, best error:       737.13416 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 139.3228302002s, input_fired_time: 1.7956069708, output_fired_time: 1.8985910416, propagate_forward_time: 51.8275070190, propagate_backward_time: 80.3452529907, weight_update_time: 0.2313608378, other_time: 3.4558715820
epoch time: 11.1064319611s, input_fired_time: 0.2196815759, output_fired_time: 0.0000000000, propagate_forward_time: 10.2646713257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220788956
validation[          , genome  6290] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       855.45984, best error:       737.13416 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.1449737549s, input_fired_time: 1.7940380573, output_fired_time: 1.8860498667, propagate_forward_time: 51.9968643188, propagate_backward_time: 79.9901809692, weight_update_time: 0.2315513194, other_time: 3.4778442383
epoch time: 11.0744132996s, input_fired_time: 0.2176814079, output_fired_time: 0.0000000000, propagate_forward_time: 10.2325410843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241903305
validation[          , genome  6290] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       889.57910, best error:       737.13416 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 139.0446777344s, input_fired_time: 1.8055759668, output_fired_time: 1.8914847374, propagate_forward_time: 51.8310890198, propagate_backward_time: 80.0613174438, weight_update_time: 0.2318893373, other_time: 3.4552230835
epoch time: 11.3271312714s, input_fired_time: 0.2234723866, output_fired_time: 0.0000000000, propagate_forward_time: 10.4745721817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290864944
validation[          , genome  6290] predictions:    9785/  10000 (97.85%), best:    9778/10000 (97.78%), error:       753.57178, best error:       737.13416 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.3121185303s, input_fired_time: 1.8046458960, output_fired_time: 1.8994714022, propagate_forward_time: 51.9795036316, propagate_backward_time: 80.1515655518, weight_update_time: 0.2309440821, other_time: 3.4769287109
epoch time: 11.1278238297s, input_fired_time: 0.2210656852, output_fired_time: 0.0000000000, propagate_forward_time: 10.2908945084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158638000
validation[          , genome  6290] predictions:    9767/  10000 (97.67%), best:    9778/10000 (97.78%), error:       856.40778, best error:       737.13416 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 138.3596649170s, input_fired_time: 1.7893347740, output_fired_time: 1.8761110306, propagate_forward_time: 51.4843063354, propagate_backward_time: 79.7524490356, weight_update_time: 0.2281268686, other_time: 3.4574584961
epoch time: 10.6662502289s, input_fired_time: 0.2149929553, output_fired_time: 0.0000000000, propagate_forward_time: 9.8470315933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042261124
validation[          , genome  6290] predictions:    9719/  10000 (97.19%), best:    9778/10000 (97.78%), error:       970.26215, best error:       737.13416 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 139.3697662354s, input_fired_time: 1.8025039434, output_fired_time: 1.8900595903, propagate_forward_time: 51.8972129822, propagate_backward_time: 80.3186874390, weight_update_time: 0.2326383740, other_time: 3.4612960815
epoch time: 11.1620187759s, input_fired_time: 0.2213474363, output_fired_time: 0.0000000000, propagate_forward_time: 10.3295965195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110744476
validation[          , genome  6290] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       799.12457, best error:       737.13416 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 138.4132385254s, input_fired_time: 1.7882285118, output_fired_time: 1.8866989613, propagate_forward_time: 51.6023216248, propagate_backward_time: 79.6792984009, weight_update_time: 0.2281411588, other_time: 3.4566879272
epoch time: 11.2045402527s, input_fired_time: 0.2241850793, output_fired_time: 0.0000000000, propagate_forward_time: 10.3577136993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226415634
validation[          , genome  6290] predictions:    9789/  10000 (97.89%), best:    9778/10000 (97.78%), error:       745.70691, best error:       737.13416 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.3706207275s, input_fired_time: 1.7904356718, output_fired_time: 1.8866192102, propagate_forward_time: 51.3608283997, propagate_backward_time: 79.8547973633, weight_update_time: 0.2273287028, other_time: 3.4779510498
epoch time: 10.6954231262s, input_fired_time: 0.2111782134, output_fired_time: 0.0000000000, propagate_forward_time: 9.8792161942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050291061
validation[          , genome  6290] predictions:    9679/  10000 (96.79%), best:    9778/10000 (97.78%), error:      1031.18823, best error:       737.13416 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 138.5669708252s, input_fired_time: 1.7944616079, output_fired_time: 1.8954025507, propagate_forward_time: 51.5463752747, propagate_backward_time: 79.8526687622, weight_update_time: 0.2332985997, other_time: 3.4780654907
epoch time: 11.0250825882s, input_fired_time: 0.2181194574, output_fired_time: 0.0000000000, propagate_forward_time: 10.1924877167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144752502
validation[          , genome  6290] predictions:    9773/  10000 (97.73%), best:    9778/10000 (97.78%), error:       776.60925, best error:       737.13416 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 138.8171539307s, input_fired_time: 1.7976417542, output_fired_time: 1.8851947784, propagate_forward_time: 51.7414207458, propagate_backward_time: 79.9171752930, weight_update_time: 0.2298542559, other_time: 3.4757232666
epoch time: 10.7768993378s, input_fired_time: 0.2184395939, output_fired_time: 0.0000000000, propagate_forward_time: 9.9489583969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095008850
validation[          , genome  6290] predictions:    9737/  10000 (97.37%), best:    9778/10000 (97.78%), error:       908.73743, best error:       737.13416 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 139.0546722412s, input_fired_time: 1.7989578247, output_fired_time: 1.8882290125, propagate_forward_time: 51.8024330139, propagate_backward_time: 80.1017303467, weight_update_time: 0.2293731272, other_time: 3.4633178711
epoch time: 11.2037601471s, input_fired_time: 0.2231326997, output_fired_time: 0.0000000000, propagate_forward_time: 10.3663673401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142597198
validation[          , genome  6290] predictions:    9774/  10000 (97.74%), best:    9778/10000 (97.78%), error:       759.59064, best error:       737.13416 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 139.1024932861s, input_fired_time: 1.7903219461, output_fired_time: 1.8953955173, propagate_forward_time: 51.5840759277, propagate_backward_time: 80.3381042480, weight_update_time: 0.2331187427, other_time: 3.4945831299
epoch time: 11.0034599304s, input_fired_time: 0.2208493352, output_fired_time: 0.0000000000, propagate_forward_time: 10.1612148285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213960648
validation[          , genome  6290] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       848.23346, best error:       737.13416 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 138.0407257080s, input_fired_time: 1.7838324308, output_fired_time: 1.8796299696, propagate_forward_time: 51.3392562866, propagate_backward_time: 79.5756988525, weight_update_time: 0.2303207517, other_time: 3.4623184204
epoch time: 11.1213464737s, input_fired_time: 0.2188562602, output_fired_time: 0.0000000000, propagate_forward_time: 10.2862873077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162033081
validation[          , genome  6290] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       795.41406, best error:       737.13416 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.8920593262s, input_fired_time: 1.7932025194, output_fired_time: 1.8763866425, propagate_forward_time: 51.3006820679, propagate_backward_time: 79.4378280640, weight_update_time: 0.2288436145, other_time: 3.4839630127
epoch time: 11.3329048157s, input_fired_time: 0.2211578935, output_fired_time: 0.0000000000, propagate_forward_time: 10.4902801514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214666367
validation[          , genome  6290] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       788.95245, best error:       737.13416 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 138.8282318115s, input_fired_time: 1.7965195179, output_fired_time: 1.8919588327, propagate_forward_time: 51.6871032715, propagate_backward_time: 79.9641876221, weight_update_time: 0.2326086760, other_time: 3.4884643555
epoch time: 11.4519586563s, input_fired_time: 0.2252285928, output_fired_time: 0.0000000000, propagate_forward_time: 10.6020364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246938705
validation[          , genome  6290] predictions:    9768/  10000 (97.68%), best:    9778/10000 (97.78%), error:       800.22943, best error:       737.13416 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 138.8882141113s, input_fired_time: 1.7930823565, output_fired_time: 1.8865770102, propagate_forward_time: 51.9112434387, propagate_backward_time: 79.8408889771, weight_update_time: 0.2309320867, other_time: 3.4564285278
epoch time: 11.3604440689s, input_fired_time: 0.2248853296, output_fired_time: 0.0000000000, propagate_forward_time: 10.5170335770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185255051
validation[          , genome  6290] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       861.78217, best error:       737.13416 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.3672180176s, input_fired_time: 1.8141915798, output_fired_time: 1.8848497868, propagate_forward_time: 51.9799690247, propagate_backward_time: 80.2183990479, weight_update_time: 0.2323223203, other_time: 3.4698028564
epoch time: 11.2836523056s, input_fired_time: 0.2215665728, output_fired_time: 0.0000000000, propagate_forward_time: 10.4359836578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261024475
validation[          , genome  6290] predictions:    9779/  10000 (97.79%), best:    9778/10000 (97.78%), error:       768.40045, best error:       737.13416 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 139.5598754883s, input_fired_time: 1.8089606762, output_fired_time: 1.9091843367, propagate_forward_time: 51.8627281189, propagate_backward_time: 80.4954833984, weight_update_time: 0.2315241545, other_time: 3.4835205078
epoch time: 11.4073219299s, input_fired_time: 0.2263602912, output_fired_time: 0.0000000000, propagate_forward_time: 10.5600709915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208906174
validation[          , genome  6290] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       821.18848, best error:       737.13416 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.4611968994s, input_fired_time: 1.7907876968, output_fired_time: 1.8873522282, propagate_forward_time: 51.4818191528, propagate_backward_time: 79.8283691406, weight_update_time: 0.2323748022, other_time: 3.4728622437
epoch time: 11.0478467941s, input_fired_time: 0.2222726792, output_fired_time: 0.0000000000, propagate_forward_time: 10.2069139481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186599731
validation[          , genome  6290] predictions:    9750/  10000 (97.50%), best:    9778/10000 (97.78%), error:       834.82867, best error:       737.13416 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 138.1543731689s, input_fired_time: 1.7973874807, output_fired_time: 1.8832147121, propagate_forward_time: 51.4323310852, propagate_backward_time: 79.5598983765, weight_update_time: 0.2336895019, other_time: 3.4815444946
epoch time: 11.2540121078s, input_fired_time: 0.2286850065, output_fired_time: 0.0000000000, propagate_forward_time: 10.4054651260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198616028
validation[          , genome  6290] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       849.42755, best error:       737.13416 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.1837615967s, input_fired_time: 1.7915487289, output_fired_time: 1.8898253441, propagate_forward_time: 51.3982353210, propagate_backward_time: 79.6434936523, weight_update_time: 0.2278838158, other_time: 3.4606475830
epoch time: 11.0270690918s, input_fired_time: 0.2177695930, output_fired_time: 0.0000000000, propagate_forward_time: 10.1962442398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130552292
validation[          , genome  6290] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       818.82770, best error:       737.13416 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 138.7222900391s, input_fired_time: 1.7953673601, output_fired_time: 1.8733273745, propagate_forward_time: 51.6599578857, propagate_backward_time: 79.9196090698, weight_update_time: 0.2307660729, other_time: 3.4740371704
epoch time: 10.9931392670s, input_fired_time: 0.2212833762, output_fired_time: 0.0000000000, propagate_forward_time: 10.1642351151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076211929
validation[          , genome  6290] predictions:    9726/  10000 (97.26%), best:    9778/10000 (97.78%), error:       903.73224, best error:       737.13416 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.5004577637s, input_fired_time: 1.7782263756, output_fired_time: 1.8572058678, propagate_forward_time: 50.7582283020, propagate_backward_time: 78.6473159790, weight_update_time: 0.2280454636, other_time: 3.4594802856
epoch time: 11.0550813675s, input_fired_time: 0.2210447788, output_fired_time: 0.0000000000, propagate_forward_time: 10.2072248459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268119812
validation[          , genome  6290] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       866.78693, best error:       737.13416 on epoch:    30, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 139.1766967773s, input_fired_time: 1.7945567369, output_fired_time: 1.8813086748, propagate_forward_time: 51.8291625977, propagate_backward_time: 80.2233276367, weight_update_time: 0.2290129215, other_time: 3.4483489990
epoch time: 10.5012073517s, input_fired_time: 0.2119662017, output_fired_time: 0.0000000000, propagate_forward_time: 9.6913356781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979051590
validation[          , genome  6290] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       899.94025, best error:       737.13416 on epoch:    30, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 138.9737548828s, input_fired_time: 1.7929188013, output_fired_time: 1.8785222769, propagate_forward_time: 51.6097297668, propagate_backward_time: 80.2270889282, weight_update_time: 0.2307877243, other_time: 3.4654922485
epoch time: 10.8239326477s, input_fired_time: 0.2156679034, output_fired_time: 0.0000000000, propagate_forward_time: 9.9982795715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099853516
validation[          , genome  6290] predictions:    9767/  10000 (97.67%), best:    9778/10000 (97.78%), error:       781.62762, best error:       737.13416 on epoch:    30, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 137.5092773438s, input_fired_time: 1.7965091467, output_fired_time: 1.8680524826, propagate_forward_time: 51.2447547913, propagate_backward_time: 79.1574630737, weight_update_time: 0.2290982902, other_time: 3.4424972534
epoch time: 11.2737760544s, input_fired_time: 0.2229074389, output_fired_time: 0.0000000000, propagate_forward_time: 10.4311857224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196832657
validation[          , genome  6290] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       730.10120, best error:       730.10120 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.1254272461s, input_fired_time: 1.7774295807, output_fired_time: 1.8616895676, propagate_forward_time: 50.6852684021, propagate_backward_time: 78.3545303345, weight_update_time: 0.2259761393, other_time: 3.4464950562
epoch time: 11.2608346939s, input_fired_time: 0.2228575647, output_fired_time: 0.0000000000, propagate_forward_time: 10.4019403458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360368729
validation[          , genome  6290] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       803.35699, best error:       730.10120 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.0778503418s, input_fired_time: 1.8077938557, output_fired_time: 1.8853853941, propagate_forward_time: 51.8142814636, propagate_backward_time: 80.1110534668, weight_update_time: 0.2298341990, other_time: 3.4593200684
epoch time: 10.9854602814s, input_fired_time: 0.2212868929, output_fired_time: 0.0000000000, propagate_forward_time: 10.1489000320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152734756
validation[          , genome  6290] predictions:    9785/  10000 (97.85%), best:    9780/10000 (97.80%), error:       731.30121, best error:       730.10120 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 138.8479309082s, input_fired_time: 1.7959431410, output_fired_time: 1.8821270466, propagate_forward_time: 51.7740402222, propagate_backward_time: 79.9365615845, weight_update_time: 0.2325753421, other_time: 3.4592590332
epoch time: 11.2370719910s, input_fired_time: 0.2202518582, output_fired_time: 0.0000000000, propagate_forward_time: 10.3955469131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212730408
validation[          , genome  6290] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       789.92297, best error:       730.10120 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 139.3900451660s, input_fired_time: 1.8021066189, output_fired_time: 1.8961976767, propagate_forward_time: 51.9135017395, propagate_backward_time: 80.3029861450, weight_update_time: 0.2328979373, other_time: 3.4752578735
epoch time: 11.2916336060s, input_fired_time: 0.2242835164, output_fired_time: 0.0000000000, propagate_forward_time: 10.4481849670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191654205
validation[          , genome  6290] predictions:    9768/  10000 (97.68%), best:    9780/10000 (97.80%), error:       798.00989, best error:       730.10120 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 139.8247528076s, input_fired_time: 1.8049743176, output_fired_time: 1.9058831930, propagate_forward_time: 52.1668395996, propagate_backward_time: 80.4814605713, weight_update_time: 0.2308608145, other_time: 3.4655914307
epoch time: 11.2979545593s, input_fired_time: 0.2240742147, output_fired_time: 0.0000000000, propagate_forward_time: 10.4460935593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277866364
validation[          , genome  6290] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       896.07825, best error:       730.10120 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 138.9759826660s, input_fired_time: 1.8037585020, output_fired_time: 1.8862981796, propagate_forward_time: 51.8037223816, propagate_backward_time: 80.0109405518, weight_update_time: 0.2331131697, other_time: 3.4712677002
epoch time: 10.9360618591s, input_fired_time: 0.2166855782, output_fired_time: 0.0000000000, propagate_forward_time: 10.1123895645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069869995
validation[          , genome  6290] predictions:    9790/  10000 (97.90%), best:    9780/10000 (97.80%), error:       745.58734, best error:       730.10120 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 139.1428375244s, input_fired_time: 1.8035197258, output_fired_time: 1.8891934156, propagate_forward_time: 51.8318939209, propagate_backward_time: 80.1312255859, weight_update_time: 0.2289701998, other_time: 3.4870147705
epoch time: 11.2198905945s, input_fired_time: 0.2197920382, output_fired_time: 0.0000000000, propagate_forward_time: 10.3730382919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270599365
validation[          , genome  6290] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       894.12543, best error:       730.10120 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 138.5242004395s, input_fired_time: 1.7993177176, output_fired_time: 1.8873007298, propagate_forward_time: 51.6103630066, propagate_backward_time: 79.7729415894, weight_update_time: 0.2309841067, other_time: 3.4542770386
epoch time: 11.1636610031s, input_fired_time: 0.2202305496, output_fired_time: 0.0000000000, propagate_forward_time: 10.3181209564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253099442
validation[          , genome  6290] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       734.54907, best error:       730.10120 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 139.9124145508s, input_fired_time: 1.8137276173, output_fired_time: 1.9027253389, propagate_forward_time: 52.1227264404, propagate_backward_time: 80.5938568115, weight_update_time: 0.2310468704, other_time: 3.4793853760
epoch time: 11.3103885651s, input_fired_time: 0.2190440893, output_fired_time: 0.0000000000, propagate_forward_time: 10.4788093567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125354767
validation[          , genome  6290] predictions:    9772/  10000 (97.72%), best:    9780/10000 (97.80%), error:       754.85114, best error:       730.10120 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.6380462646s, input_fired_time: 1.8073374033, output_fired_time: 1.9064042568, propagate_forward_time: 51.9921760559, propagate_backward_time: 80.4661941528, weight_update_time: 0.2313905656, other_time: 3.4659347534
epoch time: 11.3748559952s, input_fired_time: 0.2286988795, output_fired_time: 0.0000000000, propagate_forward_time: 10.5236101151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225471497
validation[          , genome  6290] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       805.78589, best error:       730.10120 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.1573028564s, input_fired_time: 1.8133746386, output_fired_time: 1.9019004107, propagate_forward_time: 51.9105262756, propagate_backward_time: 80.0747146606, weight_update_time: 0.2293794006, other_time: 3.4567947388
epoch time: 11.1941261292s, input_fired_time: 0.2196625024, output_fired_time: 0.0000000000, propagate_forward_time: 10.3655948639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088685989
validation[          , genome  6290] predictions:    9662/  10000 (96.62%), best:    9780/10000 (97.80%), error:      1159.92004, best error:       730.10120 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 139.0636138916s, input_fired_time: 1.7977802753, output_fired_time: 1.8927513361, propagate_forward_time: 51.8566322327, propagate_backward_time: 80.0416717529, weight_update_time: 0.2299797237, other_time: 3.4747924805
epoch time: 11.2841100693s, input_fired_time: 0.2227889746, output_fired_time: 0.0000000000, propagate_forward_time: 10.4473495483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139717102
validation[          , genome  6290] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       828.94550, best error:       730.10120 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 139.1125488281s, input_fired_time: 1.7992495298, output_fired_time: 1.8920682669, propagate_forward_time: 51.8290481567, propagate_backward_time: 80.1234054565, weight_update_time: 0.2300594449, other_time: 3.4687652588
epoch time: 11.3397922516s, input_fired_time: 0.2257654965, output_fired_time: 0.0000000000, propagate_forward_time: 10.4956493378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183776855
validation[          , genome  6290] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       929.93048, best error:       730.10120 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 139.5148162842s, input_fired_time: 1.7936786413, output_fired_time: 1.8980050087, propagate_forward_time: 51.8690032959, propagate_backward_time: 80.4944686890, weight_update_time: 0.2284817547, other_time: 3.4596481323
epoch time: 11.0657482147s, input_fired_time: 0.2168730199, output_fired_time: 0.0000000000, propagate_forward_time: 10.2297811508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190938950
validation[          , genome  6290] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       847.55408, best error:       730.10120 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 137.5965881348s, input_fired_time: 1.7897291183, output_fired_time: 1.8890663385, propagate_forward_time: 51.0662574768, propagate_backward_time: 79.4029922485, weight_update_time: 0.2290502191, other_time: 3.4485397339
epoch time: 11.2659778595s, input_fired_time: 0.2210127413, output_fired_time: 0.0000000000, propagate_forward_time: 10.4292583466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157064438
validation[          , genome  6290] predictions:    9775/  10000 (97.75%), best:    9780/10000 (97.80%), error:       784.97955, best error:       730.10120 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.8271636963s, input_fired_time: 1.7816324234, output_fired_time: 1.8825788498, propagate_forward_time: 51.3232460022, propagate_backward_time: 79.4064559937, weight_update_time: 0.2294322103, other_time: 3.4332504272
epoch time: 11.4227180481s, input_fired_time: 0.2234300673, output_fired_time: 0.0000000000, propagate_forward_time: 10.5776042938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216840744
validation[          , genome  6290] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       697.63519, best error:       697.63519 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 138.0312957764s, input_fired_time: 1.7901706696, output_fired_time: 1.8796284199, propagate_forward_time: 51.3879890442, propagate_backward_time: 79.5281753540, weight_update_time: 0.2261355370, other_time: 3.4453353882
epoch time: 10.7200336456s, input_fired_time: 0.2143616676, output_fired_time: 0.0000000000, propagate_forward_time: 9.9006443024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050281525
validation[          , genome  6290] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       809.41394, best error:       697.63519 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 139.7938995361s, input_fired_time: 1.8010097742, output_fired_time: 1.9016054869, propagate_forward_time: 52.2589950562, propagate_backward_time: 80.3533630371, weight_update_time: 0.2339171469, other_time: 3.4789199829
epoch time: 11.2600831985s, input_fired_time: 0.2209260017, output_fired_time: 0.0000000000, propagate_forward_time: 10.4243898392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147670746
validation[          , genome  6290] predictions:    9795/  10000 (97.95%), best:    9797/10000 (97.97%), error:       759.74109, best error:       697.63519 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 140.2749633789s, input_fired_time: 1.8055495024, output_fired_time: 1.9069713354, propagate_forward_time: 52.2389831543, propagate_backward_time: 80.8595809937, weight_update_time: 0.2318654954, other_time: 3.4638900757
epoch time: 11.0819959641s, input_fired_time: 0.2221880108, output_fired_time: 0.0000000000, propagate_forward_time: 10.2498378754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099700928
validation[          , genome  6290] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       750.66931, best error:       697.63519 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 139.1306915283s, input_fired_time: 1.7925603390, output_fired_time: 1.8835947514, propagate_forward_time: 51.7052497864, propagate_backward_time: 80.3022994995, weight_update_time: 0.2291575670, other_time: 3.4469985962
epoch time: 11.1662864685s, input_fired_time: 0.2222476602, output_fired_time: 0.0000000000, propagate_forward_time: 10.3293142319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147241592
validation[          , genome  6290] predictions:    9791/  10000 (97.91%), best:    9797/10000 (97.97%), error:       701.22534, best error:       697.63519 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 138.9539337158s, input_fired_time: 1.7902768850, output_fired_time: 1.8913390636, propagate_forward_time: 51.6757431030, propagate_backward_time: 80.1405715942, weight_update_time: 0.2315792888, other_time: 3.4559936523
epoch time: 11.4906187057s, input_fired_time: 0.2270957381, output_fired_time: 0.0000000000, propagate_forward_time: 10.6387882233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247348785
validation[          , genome  6290] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       816.32697, best error:       697.63519 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 138.9588317871s, input_fired_time: 1.8068752289, output_fired_time: 1.8930284977, propagate_forward_time: 51.9654731750, propagate_backward_time: 79.8407516479, weight_update_time: 0.2311867177, other_time: 3.4527053833
epoch time: 11.2883615494s, input_fired_time: 0.2209241092, output_fired_time: 0.0000000000, propagate_forward_time: 10.4460353851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214017868
validation[          , genome  6290] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       846.21423, best error:       697.63519 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 138.1400756836s, input_fired_time: 1.7836656570, output_fired_time: 1.8810801506, propagate_forward_time: 51.4326553345, propagate_backward_time: 79.6106491089, weight_update_time: 0.2284185141, other_time: 3.4320373535
epoch time: 11.1819381714s, input_fired_time: 0.2186710089, output_fired_time: 0.0000000000, propagate_forward_time: 10.3442602158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190071106
validation[          , genome  6290] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       754.08624, best error:       697.63519 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 139.0870056152s, input_fired_time: 1.7936024666, output_fired_time: 1.8867124319, propagate_forward_time: 51.9518585205, propagate_backward_time: 79.9978256226, weight_update_time: 0.2301040143, other_time: 3.4569931030
epoch time: 10.9711151123s, input_fired_time: 0.2199242860, output_fired_time: 0.0000000000, propagate_forward_time: 10.1472225189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039686203
validation[          , genome  6290] predictions:    9734/  10000 (97.34%), best:    9797/10000 (97.97%), error:       884.97388, best error:       697.63519 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 139.2648773193s, input_fired_time: 1.7953420877, output_fired_time: 1.8964611292, propagate_forward_time: 51.6822586060, propagate_backward_time: 80.4297409058, weight_update_time: 0.2324968427, other_time: 3.4610748291
epoch time: 11.2653274536s, input_fired_time: 0.2232301384, output_fired_time: 0.0000000000, propagate_forward_time: 10.4195508957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225461960
validation[          , genome  6290] predictions:    9790/  10000 (97.90%), best:    9797/10000 (97.97%), error:       738.14948, best error:       697.63519 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 139.0976562500s, input_fired_time: 1.7982224226, output_fired_time: 1.8887405396, propagate_forward_time: 51.8631019592, propagate_backward_time: 80.0937652588, weight_update_time: 0.2300425470, other_time: 3.4538421631
epoch time: 11.1016988754s, input_fired_time: 0.2219974697, output_fired_time: 0.0000000000, propagate_forward_time: 10.2579612732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217403412
validation[          , genome  6290] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       810.00287, best error:       697.63519 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 140.2195892334s, input_fired_time: 1.8038239479, output_fired_time: 1.9169085026, propagate_forward_time: 52.3290023804, propagate_backward_time: 80.7071228027, weight_update_time: 0.2333899587, other_time: 3.4627304077
epoch time: 11.2628526688s, input_fired_time: 0.2214797288, output_fired_time: 0.0000000000, propagate_forward_time: 10.4224061966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189670563
validation[          , genome  6290] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       770.23492, best error:       697.63519 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.9733581543s, input_fired_time: 1.7998876572, output_fired_time: 1.9066145420, propagate_forward_time: 52.0765304565, propagate_backward_time: 80.7064056396, weight_update_time: 0.2345656455, other_time: 3.4839248657
epoch time: 11.3625392914s, input_fired_time: 0.2202541381, output_fired_time: 0.0000000000, propagate_forward_time: 10.5270318985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152534485
validation[          , genome  6290] predictions:    9763/  10000 (97.63%), best:    9797/10000 (97.97%), error:       842.70428, best error:       697.63519 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 139.2515411377s, input_fired_time: 1.7902213335, output_fired_time: 1.8897686005, propagate_forward_time: 51.8148841858, propagate_backward_time: 80.2935333252, weight_update_time: 0.2311034948, other_time: 3.4631347656
epoch time: 11.0539436340s, input_fired_time: 0.2202963829, output_fired_time: 0.0000000000, propagate_forward_time: 10.2115716934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220750809
validation[          , genome  6290] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       764.73676, best error:       697.63519 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.8166656494s, input_fired_time: 1.7926783562, output_fired_time: 1.8897440434, propagate_forward_time: 51.7722969055, propagate_backward_time: 79.9051742554, weight_update_time: 0.2294072509, other_time: 3.4567794800
epoch time: 11.4003496170s, input_fired_time: 0.2246151417, output_fired_time: 0.0000000000, propagate_forward_time: 10.5564851761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192493439
validation[          , genome  6290] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       771.67395, best error:       697.63519 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 139.6072540283s, input_fired_time: 1.7992979288, output_fired_time: 1.9002034664, propagate_forward_time: 51.9480323792, propagate_backward_time: 80.5089340210, weight_update_time: 0.2285953164, other_time: 3.4507827759
epoch time: 11.4849157333s, input_fired_time: 0.2232422382, output_fired_time: 0.0000000000, propagate_forward_time: 10.6314582825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302156448
validation[          , genome  6290] predictions:    9764/  10000 (97.64%), best:    9797/10000 (97.97%), error:       817.33514, best error:       697.63519 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 138.7521972656s, input_fired_time: 1.7953079939, output_fired_time: 1.8903142214, propagate_forward_time: 51.4892959595, propagate_backward_time: 80.1123046875, weight_update_time: 0.2300799042, other_time: 3.4649734497
epoch time: 11.3310146332s, input_fired_time: 0.2245866209, output_fired_time: 0.0000000000, propagate_forward_time: 10.4818763733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245517731
validation[          , genome  6290] predictions:    9734/  10000 (97.34%), best:    9797/10000 (97.97%), error:       926.14313, best error:       697.63519 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 138.7985992432s, input_fired_time: 1.7994474173, output_fired_time: 1.8864822388, propagate_forward_time: 51.6313133240, propagate_backward_time: 80.0095596313, weight_update_time: 0.2295082659, other_time: 3.4717941284
epoch time: 11.4455070496s, input_fired_time: 0.2220099121, output_fired_time: 0.0000000000, propagate_forward_time: 10.6108102798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126871109
validation[          , genome  6290] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       752.60931, best error:       697.63519 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 139.1775207520s, input_fired_time: 1.8140892982, output_fired_time: 1.9045184851, propagate_forward_time: 52.0069732666, propagate_backward_time: 80.0016708374, weight_update_time: 0.2290524542, other_time: 3.4502639771
epoch time: 11.3305358887s, input_fired_time: 0.2288986892, output_fired_time: 0.0000000000, propagate_forward_time: 10.4872512817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143856049
validation[          , genome  6290] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       873.83240, best error:       697.63519 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 139.8364257813s, input_fired_time: 1.8327872753, output_fired_time: 1.9073178768, propagate_forward_time: 52.0500869751, propagate_backward_time: 80.5622177124, weight_update_time: 0.2319091409, other_time: 3.4840087891
epoch time: 11.3922443390s, input_fired_time: 0.2269612849, output_fired_time: 0.0000000000, propagate_forward_time: 10.5474119186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178712845
validation[          , genome  6290] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       749.56769, best error:       697.63519 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 138.5490264893s, input_fired_time: 1.7879427671, output_fired_time: 1.8896389008, propagate_forward_time: 51.6403541565, propagate_backward_time: 79.7698059082, weight_update_time: 0.2320552468, other_time: 3.4612884521
epoch time: 11.2301778793s, input_fired_time: 0.2211537510, output_fired_time: 0.0000000000, propagate_forward_time: 10.3933277130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156959534
validation[          , genome  6290] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       744.96313, best error:       697.63519 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.1159362793s, input_fired_time: 1.7791607380, output_fired_time: 1.8783282042, propagate_forward_time: 51.4733123779, propagate_backward_time: 79.5457763672, weight_update_time: 0.2290559560, other_time: 3.4393615723
epoch time: 11.3091793060s, input_fired_time: 0.2218594104, output_fired_time: 0.0000000000, propagate_forward_time: 10.4720458984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152744293
validation[          , genome  6290] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       801.05853, best error:       697.63519 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.2897949219s, input_fired_time: 1.7888841629, output_fired_time: 1.8854429722, propagate_forward_time: 51.4961624146, propagate_backward_time: 79.6670379639, weight_update_time: 0.2298832834, other_time: 3.4522781372
epoch time: 10.8967704773s, input_fired_time: 0.2182730734, output_fired_time: 0.0000000000, propagate_forward_time: 10.0739507675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045465469
validation[          , genome  6290] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       790.48145, best error:       697.63519 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 139.2427673340s, input_fired_time: 1.8074296713, output_fired_time: 1.9028227329, propagate_forward_time: 51.8649406433, propagate_backward_time: 80.1978378296, weight_update_time: 0.2308710665, other_time: 3.4697341919
epoch time: 11.1745119095s, input_fired_time: 0.2195342332, output_fired_time: 0.0000000000, propagate_forward_time: 10.3293848038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255931854
validation[          , genome  6290] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       797.72809, best error:       697.63519 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.7848815918s, input_fired_time: 1.7973049879, output_fired_time: 1.8797919750, propagate_forward_time: 51.7546691895, propagate_backward_time: 79.8883056641, weight_update_time: 0.2291503698, other_time: 3.4648132324
epoch time: 11.0759067535s, input_fired_time: 0.2207384408, output_fired_time: 0.0000000000, propagate_forward_time: 10.2540187836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011495590
validation[          , genome  6290] predictions:    9795/  10000 (97.95%), best:    9797/10000 (97.97%), error:       735.86542, best error:       697.63519 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 138.8424224854s, input_fired_time: 1.7874578238, output_fired_time: 1.8921345472, propagate_forward_time: 51.5877914429, propagate_backward_time: 80.0953903198, weight_update_time: 0.2312057614, other_time: 3.4796447754
epoch time: 11.5124197006s, input_fired_time: 0.2222707719, output_fired_time: 0.0000000000, propagate_forward_time: 10.6754331589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147155762
validation[          , genome  6290] predictions:    9711/  10000 (97.11%), best:    9797/10000 (97.97%), error:      1003.89801, best error:       697.63519 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 138.8964996338s, input_fired_time: 1.7901810408, output_fired_time: 1.8985483646, propagate_forward_time: 51.7427101135, propagate_backward_time: 80.0038299561, weight_update_time: 0.2294927537, other_time: 3.4612426758
epoch time: 11.0973329544s, input_fired_time: 0.2180650681, output_fired_time: 0.0000000000, propagate_forward_time: 10.2655897141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136779785
validation[          , genome  6290] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       757.72302, best error:       697.63519 on epoch:    74, 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: 55.8288879395s, input_fired_time: 1.1119506359, output_fired_time: 0.0000000000, propagate_forward_time: 51.5552215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1617164612
best training[          , genome  6290] predictions:   49710/  50000 (99.42%), best:    9797/10000 (97.97%), error:      1143.61755, best error:       697.63519 on epoch:    74, 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: 11.0569305420s, input_fired_time: 0.2195556462, output_fired_time: 0.0000000000, propagate_forward_time: 10.2261695862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112051010
   testing[          , genome  6290] predictions:    9816/  10000 (98.16%), best:    9797/10000 (97.97%), error:       607.13910, best error:       697.63519 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:23:15 (1092): called boinc_finish(0)

</stderr_txt>
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