Nameexact_genome_1512568488_45_7053_1
Workunit2606500
Created7 Dec 2017, 23:35:06 UTC
Sent7 Dec 2017, 23:36:37 UTC
Report deadline17 Dec 2017, 10:22:15 UTC
Received8 Dec 2017, 9:36:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 39 min 33 sec
CPU time2 hours 39 min 30 sec
Validate stateValid
Credit2,362.09
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.55 MB
Peak swap size154.41 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 88.3212432861s, input_fired_time: 0.9988386631, output_fired_time: 0.6197733879, propagate_forward_time: 34.0090141296, propagate_backward_time: 50.7313079834, weight_update_time: 0.0897854790, other_time: 1.9623069763
epoch time: 8.4453887939s, input_fired_time: 0.1185943484, output_fired_time: 0.0000000000, propagate_forward_time: 7.9509592056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758354187
validation[          , genome  7053] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1041.25989, best error:       902.11749 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.9202651978s, input_fired_time: 1.0011839867, output_fired_time: 0.6155794263, propagate_forward_time: 33.7776489258, propagate_backward_time: 50.5704574585, weight_update_time: 0.0892545059, other_time: 1.9553985596
epoch time: 6.9805231094s, input_fired_time: 0.1023747846, output_fired_time: 0.0000000000, propagate_forward_time: 6.5520792007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260693550
validation[          , genome  7053] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       995.65363, best error:       902.11749 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.4141845703s, input_fired_time: 1.0080699921, output_fired_time: 0.6280952692, propagate_forward_time: 34.3891334534, propagate_backward_time: 51.4012527466, weight_update_time: 0.0915591121, other_time: 1.9876289368
epoch time: 6.9894819260s, input_fired_time: 0.1088361070, output_fired_time: 0.0000000000, propagate_forward_time: 6.5466771126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339686394
validation[          , genome  7053] predictions:    9690/  10000 (96.90%), best:    9736/10000 (97.36%), error:       982.43726, best error:       902.11749 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 98.5060729980s, input_fired_time: 1.0698558092, output_fired_time: 0.6767002344, propagate_forward_time: 37.9814720154, propagate_backward_time: 56.5304222107, weight_update_time: 0.1017778888, other_time: 2.2476272583
epoch time: 7.1030244827s, input_fired_time: 0.1047308519, output_fired_time: 0.0000000000, propagate_forward_time: 6.6521625519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461308479
validation[          , genome  7053] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       970.19165, best error:       902.11749 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.5571823120s, input_fired_time: 1.0663548708, output_fired_time: 0.6697618365, propagate_forward_time: 37.5771217346, propagate_backward_time: 55.9038238525, weight_update_time: 0.1013605446, other_time: 2.3401222229
epoch time: 8.8076877594s, input_fired_time: 0.1230709553, output_fired_time: 0.0000000000, propagate_forward_time: 8.2792682648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053487778
validation[          , genome  7053] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       965.42969, best error:       902.11749 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 95.0469055176s, input_fired_time: 1.0510915518, output_fired_time: 0.6517590880, propagate_forward_time: 36.6552581787, propagate_backward_time: 54.5590095520, weight_update_time: 0.0978802294, other_time: 2.1297874451
epoch time: 7.0735001564s, input_fired_time: 0.1059973985, output_fired_time: 0.0000000000, propagate_forward_time: 6.6330785751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344240189
validation[          , genome  7053] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:       950.99487, best error:       902.11749 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.4689636230s, input_fired_time: 1.0074030161, output_fired_time: 0.6312271357, propagate_forward_time: 34.3906898499, propagate_backward_time: 51.4820060730, weight_update_time: 0.0947766304, other_time: 1.9576416016
epoch time: 6.9820756912s, input_fired_time: 0.1054198593, output_fired_time: 0.0000000000, propagate_forward_time: 6.5492391586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274168968
validation[          , genome  7053] predictions:    9685/  10000 (96.85%), best:    9736/10000 (97.36%), error:       990.04028, best error:       902.11749 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.9174423218s, input_fired_time: 1.0073205233, output_fired_time: 0.6296005845, propagate_forward_time: 34.5918769836, propagate_backward_time: 51.7267837524, weight_update_time: 0.0963632241, other_time: 1.9618568420
epoch time: 6.9927425385s, input_fired_time: 0.1023049578, output_fired_time: 0.0000000000, propagate_forward_time: 6.5662965775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241410255
validation[          , genome  7053] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       918.36755, best error:       902.11749 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.6051712036s, input_fired_time: 0.9781320095, output_fired_time: 0.6090127230, propagate_forward_time: 32.9190444946, propagate_backward_time: 49.1808052063, weight_update_time: 0.0944356248, other_time: 1.9181709290
epoch time: 7.0904207230s, input_fired_time: 0.1058909222, output_fired_time: 0.0000000000, propagate_forward_time: 6.6523451805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321847916
validation[          , genome  7053] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       901.81006, best error:       901.81006 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 87.0691299438s, input_fired_time: 0.9920282960, output_fired_time: 0.6129820943, propagate_forward_time: 33.4845581055, propagate_backward_time: 50.0398139954, weight_update_time: 0.0945235267, other_time: 1.9397468567
epoch time: 6.9546132088s, input_fired_time: 0.1016078964, output_fired_time: 0.0000000000, propagate_forward_time: 6.5301146507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228907585
validation[          , genome  7053] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       898.86243, best error:       898.86243 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 95.7295455933s, input_fired_time: 1.0467629433, output_fired_time: 0.6527220011, propagate_forward_time: 36.9672813416, propagate_backward_time: 55.0442314148, weight_update_time: 0.0972977132, other_time: 2.0185470581
epoch time: 7.9585537910s, input_fired_time: 0.1135565117, output_fired_time: 0.0000000000, propagate_forward_time: 7.4869709015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580265045
validation[          , genome  7053] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       859.10028, best error:       859.10028 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.2829284668s, input_fired_time: 1.0240021944, output_fired_time: 0.6348006725, propagate_forward_time: 35.5332984924, propagate_backward_time: 53.1425170898, weight_update_time: 0.0935625657, other_time: 1.9483070374
epoch time: 7.0716180801s, input_fired_time: 0.1064578369, output_fired_time: 0.0000000000, propagate_forward_time: 6.6384954453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266649246
validation[          , genome  7053] predictions:    9729/  10000 (97.29%), best:    9726/10000 (97.26%), error:       899.78967, best error:       859.10028 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.4419555664s, input_fired_time: 1.0059592724, output_fired_time: 0.6178210378, propagate_forward_time: 34.4619331360, propagate_backward_time: 51.4537582397, weight_update_time: 0.0899867564, other_time: 1.9024848938
epoch time: 7.3299078941s, input_fired_time: 0.1048836112, output_fired_time: 0.0000000000, propagate_forward_time: 6.8963575363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286666870
validation[          , genome  7053] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       880.62518, best error:       859.10028 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.5993652344s, input_fired_time: 1.0383956432, output_fired_time: 0.6432309747, propagate_forward_time: 35.7348022461, propagate_backward_time: 53.2122230530, weight_update_time: 0.0955418423, other_time: 1.9707069397
epoch time: 8.8786258698s, input_fired_time: 0.1257021725, output_fired_time: 0.0000000000, propagate_forward_time: 8.3714313507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814926147
validation[          , genome  7053] predictions:    9720/  10000 (97.20%), best:    9726/10000 (97.26%), error:       895.11780, best error:       859.10028 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.2764587402s, input_fired_time: 1.0218708515, output_fired_time: 0.6269993186, propagate_forward_time: 34.7596549988, propagate_backward_time: 51.9503288269, weight_update_time: 0.0911311582, other_time: 1.9176025391
epoch time: 7.5202798843s, input_fired_time: 0.1099844724, output_fired_time: 0.0000000000, propagate_forward_time: 7.0738997459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363957405
validation[          , genome  7053] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       923.98645, best error:       859.10028 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.5200119019s, input_fired_time: 1.0207623243, output_fired_time: 0.6216827035, propagate_forward_time: 34.4774436951, propagate_backward_time: 51.4762153625, weight_update_time: 0.0920048431, other_time: 1.9239120483
epoch time: 7.3413505554s, input_fired_time: 0.1078316942, output_fired_time: 0.0000000000, propagate_forward_time: 6.8988065720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347125053
validation[          , genome  7053] predictions:    9732/  10000 (97.32%), best:    9726/10000 (97.26%), error:       880.82715, best error:       859.10028 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.8667297363s, input_fired_time: 1.0657216311, output_fired_time: 0.6609242558, propagate_forward_time: 37.3873634338, propagate_backward_time: 55.6934700012, weight_update_time: 0.1007090881, other_time: 2.0592498779
epoch time: 7.8683381081s, input_fired_time: 0.1135023087, output_fired_time: 0.0000000000, propagate_forward_time: 7.3965044022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583312035
validation[          , genome  7053] predictions:    9746/  10000 (97.46%), best:    9726/10000 (97.26%), error:       881.86346, best error:       859.10028 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.5297698975s, input_fired_time: 1.0211348534, output_fired_time: 0.6186700463, propagate_forward_time: 34.4481964111, propagate_backward_time: 51.5047149658, weight_update_time: 0.0959125385, other_time: 1.9370574951
epoch time: 7.0150084496s, input_fired_time: 0.1042237580, output_fired_time: 0.0000000000, propagate_forward_time: 6.5894050598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213796616
validation[          , genome  7053] predictions:    9729/  10000 (97.29%), best:    9726/10000 (97.26%), error:       891.75159, best error:       859.10028 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.1248245239s, input_fired_time: 0.9978151917, output_fired_time: 0.6005363464, propagate_forward_time: 33.1357803345, propagate_backward_time: 49.5210914612, weight_update_time: 0.0942871943, other_time: 1.8696022034
epoch time: 7.0412726402s, input_fired_time: 0.1071306467, output_fired_time: 0.0000000000, propagate_forward_time: 6.6042518616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298902512
validation[          , genome  7053] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:       949.63525, best error:       859.10028 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 86.5137710571s, input_fired_time: 1.0011138916, output_fired_time: 0.6020952463, propagate_forward_time: 33.3064041138, propagate_backward_time: 49.6986923218, weight_update_time: 0.0942205265, other_time: 1.9054641724
epoch time: 7.2324433327s, input_fired_time: 0.1091082096, output_fired_time: 0.0000000000, propagate_forward_time: 6.7902688980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330659866
validation[          , genome  7053] predictions:    9682/  10000 (96.82%), best:    9726/10000 (97.26%), error:       958.52478, best error:       859.10028 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.7074356079s, input_fired_time: 1.0037708282, output_fired_time: 0.6036483645, propagate_forward_time: 33.3600578308, propagate_backward_time: 49.8534774780, weight_update_time: 0.0946078598, other_time: 1.8864860535
epoch time: 6.9580407143s, input_fired_time: 0.1049019173, output_fired_time: 0.0000000000, propagate_forward_time: 6.5340228081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191161156
validation[          , genome  7053] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       910.01453, best error:       859.10028 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.4189910889s, input_fired_time: 0.9926428795, output_fired_time: 0.5957194567, propagate_forward_time: 32.8579025269, propagate_backward_time: 49.1172523499, weight_update_time: 0.0938721672, other_time: 1.8554725647
epoch time: 6.9520416260s, input_fired_time: 0.1036255956, output_fired_time: 0.0000000000, propagate_forward_time: 6.5304646492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179512024
validation[          , genome  7053] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       858.52582, best error:       858.52582 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.1372222900s, input_fired_time: 0.9916151762, output_fired_time: 0.5935436487, propagate_forward_time: 32.7501907349, propagate_backward_time: 48.9378967285, weight_update_time: 0.0938398540, other_time: 1.8639755249
epoch time: 6.9663529396s, input_fired_time: 0.1042827144, output_fired_time: 0.0000000000, propagate_forward_time: 6.5361638069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259062767
validation[          , genome  7053] predictions:    9709/  10000 (97.09%), best:    9742/10000 (97.42%), error:       924.97540, best error:       858.52582 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.2884521484s, input_fired_time: 0.9923549294, output_fired_time: 0.5987715721, propagate_forward_time: 32.6946220398, propagate_backward_time: 49.1100502014, weight_update_time: 0.0941261798, other_time: 1.8926544189
epoch time: 6.9677848816s, input_fired_time: 0.1036954895, output_fired_time: 0.0000000000, propagate_forward_time: 6.5331192017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309702873
validation[          , genome  7053] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       829.11816, best error:       829.11816 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.7642135620s, input_fired_time: 0.9947135448, output_fired_time: 0.5965854526, propagate_forward_time: 32.9747657776, propagate_backward_time: 49.3332901001, weight_update_time: 0.0935540348, other_time: 1.8648567200
epoch time: 6.9575538635s, input_fired_time: 0.1031557992, output_fired_time: 0.0000000000, propagate_forward_time: 6.5364747047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179235458
validation[          , genome  7053] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       914.76733, best error:       829.11816 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.1467514038s, input_fired_time: 0.9909278750, output_fired_time: 0.5926635861, propagate_forward_time: 32.7745056152, propagate_backward_time: 48.9353179932, weight_update_time: 0.0935658738, other_time: 1.8533325195
epoch time: 6.9473228455s, input_fired_time: 0.1025762782, output_fired_time: 0.0000000000, propagate_forward_time: 6.5281658173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165807724
validation[          , genome  7053] predictions:    9713/  10000 (97.13%), best:    9760/10000 (97.60%), error:       909.04456, best error:       829.11816 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.9092254639s, input_fired_time: 0.9979320765, output_fired_time: 0.5993390679, propagate_forward_time: 33.1059570312, propagate_backward_time: 49.3391151428, weight_update_time: 0.0941876099, other_time: 1.8668785095
epoch time: 7.3533740044s, input_fired_time: 0.1088770330, output_fired_time: 0.0000000000, propagate_forward_time: 6.9094824791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350143433
validation[          , genome  7053] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       848.10425, best error:       829.11816 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.6735229492s, input_fired_time: 1.0029911995, output_fired_time: 0.6022677422, propagate_forward_time: 33.3637199402, propagate_backward_time: 49.8411445618, weight_update_time: 0.0945312753, other_time: 1.8634033203
epoch time: 6.9486656189s, input_fired_time: 0.1041402668, output_fired_time: 0.0000000000, propagate_forward_time: 6.5288777351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156476021
validation[          , genome  7053] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       810.48602, best error:       810.48602 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.2801361084s, input_fired_time: 0.9969758391, output_fired_time: 0.5950340033, propagate_forward_time: 32.7941284180, propagate_backward_time: 49.0265312195, weight_update_time: 0.0935447589, other_time: 1.8674659729
epoch time: 7.0321412086s, input_fired_time: 0.1081762165, output_fired_time: 0.0000000000, propagate_forward_time: 6.5987653732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251996040
validation[          , genome  7053] predictions:    9751/  10000 (97.51%), best:    9752/10000 (97.52%), error:       882.67743, best error:       810.48602 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.3167724609s, input_fired_time: 0.9960886836, output_fired_time: 0.5952352881, propagate_forward_time: 32.8161621094, propagate_backward_time: 49.0391426086, weight_update_time: 0.0942487493, other_time: 1.8701438904
epoch time: 6.9762845039s, input_fired_time: 0.1072972342, output_fired_time: 0.0000000000, propagate_forward_time: 6.5360484123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329386711
validation[          , genome  7053] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       911.90790, best error:       810.48602 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.8593368530s, input_fired_time: 0.9964004755, output_fired_time: 0.5986924767, propagate_forward_time: 33.0128364563, propagate_backward_time: 49.3994941711, weight_update_time: 0.0853546560, other_time: 1.8519134521
epoch time: 6.9576663971s, input_fired_time: 0.1044702157, output_fired_time: 0.0000000000, propagate_forward_time: 6.5281891823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250069618
validation[          , genome  7053] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       872.07324, best error:       810.48602 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.7266082764s, input_fired_time: 0.9975419641, output_fired_time: 0.5963596106, propagate_forward_time: 33.0012741089, propagate_backward_time: 49.3046035767, weight_update_time: 0.0854805335, other_time: 1.8268280029
epoch time: 6.9725708961s, input_fired_time: 0.1055169553, output_fired_time: 0.0000000000, propagate_forward_time: 6.5489778519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180761337
validation[          , genome  7053] predictions:    9677/  10000 (96.77%), best:    9752/10000 (97.52%), error:      1030.20300, best error:       810.48602 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.2673873901s, input_fired_time: 0.9958944321, output_fired_time: 0.5938431025, propagate_forward_time: 32.8123016357, propagate_backward_time: 49.0452919006, weight_update_time: 0.0850164816, other_time: 1.8200569153
epoch time: 6.9526867867s, input_fired_time: 0.1047277749, output_fired_time: 0.0000000000, propagate_forward_time: 6.5317134857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162455559
validation[          , genome  7053] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       752.19330, best error:       752.19330 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.1142501831s, input_fired_time: 1.0035452843, output_fired_time: 0.5984322429, propagate_forward_time: 33.1613769531, propagate_backward_time: 49.4981193542, weight_update_time: 0.0865031704, other_time: 1.8527717590
epoch time: 6.9422903061s, input_fired_time: 0.1036530584, output_fired_time: 0.0000000000, propagate_forward_time: 6.5257110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129262924
validation[          , genome  7053] predictions:    9739/  10000 (97.39%), best:    9787/10000 (97.87%), error:       855.43036, best error:       752.19330 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.9125442505s, input_fired_time: 1.0092208385, output_fired_time: 0.6021022797, propagate_forward_time: 33.4577751160, propagate_backward_time: 50.0113906860, weight_update_time: 0.0871418342, other_time: 1.8320503235
epoch time: 7.9772872925s, input_fired_time: 0.1170979515, output_fired_time: 0.0000000000, propagate_forward_time: 7.5102124214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499770164
validation[          , genome  7053] predictions:    9719/  10000 (97.19%), best:    9787/10000 (97.87%), error:       915.81366, best error:       752.19330 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.2278289795s, input_fired_time: 0.9928979874, output_fired_time: 0.5931987762, propagate_forward_time: 32.7701835632, propagate_backward_time: 49.0899887085, weight_update_time: 0.0854294524, other_time: 1.7815589905
epoch time: 6.9361371994s, input_fired_time: 0.1032403782, output_fired_time: 0.0000000000, propagate_forward_time: 6.5232043266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096923828
validation[          , genome  7053] predictions:    9756/  10000 (97.56%), best:    9787/10000 (97.87%), error:       837.67328, best error:       752.19330 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 84.9960174561s, input_fired_time: 0.9985166192, output_fired_time: 0.5923054218, propagate_forward_time: 32.7232627869, propagate_backward_time: 48.8836593628, weight_update_time: 0.0852603912, other_time: 1.7982673645
epoch time: 6.9538640976s, input_fired_time: 0.1035642847, output_fired_time: 0.0000000000, propagate_forward_time: 6.5299763680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203234673
validation[          , genome  7053] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       878.59961, best error:       752.19330 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.7776031494s, input_fired_time: 0.9990549684, output_fired_time: 0.5966792107, propagate_forward_time: 33.0090065002, propagate_backward_time: 49.3493423462, weight_update_time: 0.0860789269, other_time: 1.8235206604
epoch time: 6.9534406662s, input_fired_time: 0.1042579189, output_fired_time: 0.0000000000, propagate_forward_time: 6.5325155258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166670799
validation[          , genome  7053] predictions:    9754/  10000 (97.54%), best:    9787/10000 (97.87%), error:       766.56366, best error:       752.19330 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.0139160156s, input_fired_time: 0.9947128892, output_fired_time: 0.5996106267, propagate_forward_time: 33.1016120911, propagate_backward_time: 49.4958000183, weight_update_time: 0.0862893313, other_time: 1.8221817017
epoch time: 6.9596791267s, input_fired_time: 0.1046528295, output_fired_time: 0.0000000000, propagate_forward_time: 6.5392236710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158025742
validation[          , genome  7053] predictions:    9690/  10000 (96.90%), best:    9787/10000 (97.87%), error:       997.11401, best error:       752.19330 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.9998931885s, input_fired_time: 0.9929616451, output_fired_time: 0.5926687121, propagate_forward_time: 32.7104148865, propagate_backward_time: 48.9045715332, weight_update_time: 0.0851515606, other_time: 1.7992820740
epoch time: 7.0330882072s, input_fired_time: 0.1074917242, output_fired_time: 0.0000000000, propagate_forward_time: 6.6042132378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213834763
validation[          , genome  7053] predictions:    9758/  10000 (97.58%), best:    9787/10000 (97.87%), error:       798.13159, best error:       752.19330 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.3786315918s, input_fired_time: 1.0158807039, output_fired_time: 0.6059778333, propagate_forward_time: 33.6016616821, propagate_backward_time: 50.2903099060, weight_update_time: 0.0875850469, other_time: 1.8647956848
epoch time: 6.9683861732s, input_fired_time: 0.1074765921, output_fired_time: 0.0000000000, propagate_forward_time: 6.5383386612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225708008
validation[          , genome  7053] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       837.18561, best error:       752.19330 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.2419052124s, input_fired_time: 1.0155156851, output_fired_time: 0.6055860519, propagate_forward_time: 33.5157356262, propagate_backward_time: 50.2667427063, weight_update_time: 0.0871944502, other_time: 1.8383255005
epoch time: 6.9529976845s, input_fired_time: 0.1050998494, output_fired_time: 0.0000000000, propagate_forward_time: 6.5334129333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144850731
validation[          , genome  7053] predictions:    9702/  10000 (97.02%), best:    9787/10000 (97.87%), error:       958.14435, best error:       752.19330 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.3135757446s, input_fired_time: 1.0058175325, output_fired_time: 0.5944285393, propagate_forward_time: 32.7907676697, propagate_backward_time: 49.1185684204, weight_update_time: 0.0853756517, other_time: 1.8039894104
epoch time: 6.9809103012s, input_fired_time: 0.1072793081, output_fired_time: 0.0000000000, propagate_forward_time: 6.5544981956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191328049
validation[          , genome  7053] predictions:    9711/  10000 (97.11%), best:    9787/10000 (97.87%), error:       895.41559, best error:       752.19330 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.0004577637s, input_fired_time: 1.0140603781, output_fired_time: 0.5981294513, propagate_forward_time: 33.0290679932, propagate_backward_time: 49.5151901245, weight_update_time: 0.0868128911, other_time: 1.8440093994
epoch time: 6.9725556374s, input_fired_time: 0.1086053625, output_fired_time: 0.0000000000, propagate_forward_time: 6.5378713608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260788918
validation[          , genome  7053] predictions:    9766/  10000 (97.66%), best:    9787/10000 (97.87%), error:       804.78687, best error:       752.19330 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.4654464722s, input_fired_time: 1.0146080256, output_fired_time: 0.6032769084, propagate_forward_time: 33.2508659363, propagate_backward_time: 49.7545547485, weight_update_time: 0.0863163546, other_time: 1.8421363831
epoch time: 7.4598560333s, input_fired_time: 0.1132166237, output_fired_time: 0.0000000000, propagate_forward_time: 7.0103230476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363165855
validation[          , genome  7053] predictions:    9764/  10000 (97.64%), best:    9787/10000 (97.87%), error:       788.95392, best error:       752.19330 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.3286514282s, input_fired_time: 1.0142818689, output_fired_time: 0.5992848277, propagate_forward_time: 33.1781425476, propagate_backward_time: 49.6867294312, weight_update_time: 0.0865362436, other_time: 1.8502159119
epoch time: 6.9550733566s, input_fired_time: 0.1056556627, output_fired_time: 0.0000000000, propagate_forward_time: 6.5325479507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168697357
validation[          , genome  7053] predictions:    9717/  10000 (97.17%), best:    9787/10000 (97.87%), error:       871.39032, best error:       752.19330 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.0704345703s, input_fired_time: 1.0037933588, output_fired_time: 0.5931031108, propagate_forward_time: 32.6882705688, propagate_backward_time: 48.9649734497, weight_update_time: 0.0855105147, other_time: 1.8202972412
epoch time: 6.9557781219s, input_fired_time: 0.1055531800, output_fired_time: 0.0000000000, propagate_forward_time: 6.5317239761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185009956
validation[          , genome  7053] predictions:    9735/  10000 (97.35%), best:    9787/10000 (97.87%), error:       854.36407, best error:       752.19330 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.4732131958s, input_fired_time: 1.0084133148, output_fired_time: 0.5966894627, propagate_forward_time: 32.8602600098, propagate_backward_time: 49.1736526489, weight_update_time: 0.0856669247, other_time: 1.8341979980
epoch time: 7.7273559570s, input_fired_time: 0.1158606708, output_fired_time: 0.0000000000, propagate_forward_time: 7.2628822327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486132622
validation[          , genome  7053] predictions:    9608/  10000 (96.08%), best:    9787/10000 (97.87%), error:      1168.33777, best error:       752.19330 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.2409439087s, input_fired_time: 1.0207041502, output_fired_time: 0.6042702794, propagate_forward_time: 33.5681762695, propagate_backward_time: 50.2032508850, weight_update_time: 0.0875627846, other_time: 1.8445396423
epoch time: 6.9633684158s, input_fired_time: 0.1095858961, output_fired_time: 0.0000000000, propagate_forward_time: 6.5318479538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219347000
validation[          , genome  7053] predictions:    9739/  10000 (97.39%), best:    9787/10000 (97.87%), error:       896.75836, best error:       752.19330 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.9790496826s, input_fired_time: 1.0144643784, output_fired_time: 0.5983060598, propagate_forward_time: 33.0499839783, propagate_backward_time: 49.4820556641, weight_update_time: 0.0863570124, other_time: 1.8342399597
epoch time: 7.0429005623s, input_fired_time: 0.1127014160, output_fired_time: 0.0000000000, propagate_forward_time: 6.6019234657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282756805
validation[          , genome  7053] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       877.78058, best error:       752.19330 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.0673294067s, input_fired_time: 1.0127413273, output_fired_time: 0.5931172371, propagate_forward_time: 32.6921882629, propagate_backward_time: 48.9507942200, weight_update_time: 0.0855973959, other_time: 1.8184890747
epoch time: 6.9614210129s, input_fired_time: 0.1079173535, output_fired_time: 0.0000000000, propagate_forward_time: 6.5324792862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210244179
validation[          , genome  7053] predictions:    9739/  10000 (97.39%), best:    9787/10000 (97.87%), error:       872.48810, best error:       752.19330 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.1096801758s, input_fired_time: 1.0235095024, output_fired_time: 0.6041820049, propagate_forward_time: 33.5255126953, propagate_backward_time: 50.0917015076, weight_update_time: 0.0874371678, other_time: 1.8647804260
epoch time: 7.2131357193s, input_fired_time: 0.1104217246, output_fired_time: 0.0000000000, propagate_forward_time: 6.7687253952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339886665
validation[          , genome  7053] predictions:    9720/  10000 (97.20%), best:    9787/10000 (97.87%), error:       916.24487, best error:       752.19330 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.1996078491s, input_fired_time: 1.0192142725, output_fired_time: 0.5989375114, propagate_forward_time: 33.1175918579, propagate_backward_time: 49.6344261169, weight_update_time: 0.0862701461, other_time: 1.8294410706
epoch time: 6.9789667130s, input_fired_time: 0.1080795750, output_fired_time: 0.0000000000, propagate_forward_time: 6.5525918007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182954788
validation[          , genome  7053] predictions:    9759/  10000 (97.59%), best:    9787/10000 (97.87%), error:       796.59204, best error:       752.19330 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.0827713013s, input_fired_time: 1.0137490034, output_fired_time: 0.5924510360, propagate_forward_time: 32.6908264160, propagate_backward_time: 48.9804115295, weight_update_time: 0.0850092843, other_time: 1.8053321838
epoch time: 6.9518728256s, input_fired_time: 0.1066341177, output_fired_time: 0.0000000000, propagate_forward_time: 6.5309567451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142819405
validation[          , genome  7053] predictions:    9711/  10000 (97.11%), best:    9787/10000 (97.87%), error:       962.62384, best error:       752.19330 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.3790893555s, input_fired_time: 1.0154981613, output_fired_time: 0.5954959989, propagate_forward_time: 32.7961311340, propagate_backward_time: 49.1642951965, weight_update_time: 0.0851936191, other_time: 1.8076705933
epoch time: 6.9484667778s, input_fired_time: 0.1066025719, output_fired_time: 0.0000000000, propagate_forward_time: 6.5284094810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134546280
validation[          , genome  7053] predictions:    9750/  10000 (97.50%), best:    9787/10000 (97.87%), error:       826.80255, best error:       752.19330 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.9370651245s, input_fired_time: 1.0250540972, output_fired_time: 0.6036018729, propagate_forward_time: 33.4395713806, propagate_backward_time: 50.0270347595, weight_update_time: 0.0871421024, other_time: 1.8418045044
epoch time: 6.9444622993s, input_fired_time: 0.1056072414, output_fired_time: 0.0000000000, propagate_forward_time: 6.5267767906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120784760
validation[          , genome  7053] predictions:    9770/  10000 (97.70%), best:    9787/10000 (97.87%), error:       771.26068, best error:       752.19330 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.1821899414s, input_fired_time: 1.0098661184, output_fired_time: 0.5926123857, propagate_forward_time: 32.7574768066, propagate_backward_time: 49.0290718079, weight_update_time: 0.0853209421, other_time: 1.7931632996
epoch time: 6.9467544556s, input_fired_time: 0.1065137759, output_fired_time: 0.0000000000, propagate_forward_time: 6.5269145966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133258820
validation[          , genome  7053] predictions:    9718/  10000 (97.18%), best:    9787/10000 (97.87%), error:      1002.70770, best error:       752.19330 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.0272750854s, input_fired_time: 1.0123580694, output_fired_time: 0.5915110707, propagate_forward_time: 32.6933364868, propagate_backward_time: 48.9418449402, weight_update_time: 0.0852732062, other_time: 1.7882194519
epoch time: 6.9453186989s, input_fired_time: 0.1071294174, output_fired_time: 0.0000000000, propagate_forward_time: 6.5264282227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117609024
validation[          , genome  7053] predictions:    9723/  10000 (97.23%), best:    9787/10000 (97.87%), error:       888.30389, best error:       752.19330 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.2129058838s, input_fired_time: 1.0298894644, output_fired_time: 0.6053639650, propagate_forward_time: 33.5354614258, propagate_backward_time: 50.1987152100, weight_update_time: 0.0872374400, other_time: 1.8434753418
epoch time: 6.9798440933s, input_fired_time: 0.1103990823, output_fired_time: 0.0000000000, propagate_forward_time: 6.5424695015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269753456
validation[          , genome  7053] predictions:    9730/  10000 (97.30%), best:    9787/10000 (97.87%), error:       875.75000, best error:       752.19330 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.6327209473s, input_fired_time: 1.0210516453, output_fired_time: 0.5945711136, propagate_forward_time: 32.9319076538, propagate_backward_time: 49.2767372131, weight_update_time: 0.0853317380, other_time: 1.8084526062
epoch time: 7.0605511665s, input_fired_time: 0.1129487604, output_fired_time: 0.0000000000, propagate_forward_time: 6.6233129501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242893219
validation[          , genome  7053] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       807.68097, best error:       752.19330 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.0254592896s, input_fired_time: 1.0122878551, output_fired_time: 0.5910490155, propagate_forward_time: 32.6780090332, propagate_backward_time: 48.9499015808, weight_update_time: 0.0850810260, other_time: 1.7942085266
epoch time: 6.9661889076s, input_fired_time: 0.1105562076, output_fired_time: 0.0000000000, propagate_forward_time: 6.5382986069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173341751
validation[          , genome  7053] predictions:    9723/  10000 (97.23%), best:    9787/10000 (97.87%), error:       879.56250, best error:       752.19330 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.0766983032s, input_fired_time: 1.0146971941, output_fired_time: 0.5922773480, propagate_forward_time: 32.6900863647, propagate_backward_time: 48.9837188721, weight_update_time: 0.0850285962, other_time: 1.7959213257
epoch time: 6.9566268921s, input_fired_time: 0.1093206331, output_fired_time: 0.0000000000, propagate_forward_time: 6.5308370590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164691925
validation[          , genome  7053] predictions:    9186/  10000 (91.86%), best:    9787/10000 (97.87%), error:      2794.58643, best error:       752.19330 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

resetting weights to those on epoch: 46
epoch time: 89.7670974731s, input_fired_time: 1.0369052887, output_fired_time: 0.6217568517, propagate_forward_time: 34.6010971069, propagate_backward_time: 51.5929641724, weight_update_time: 0.0908619687, other_time: 1.9143753052
epoch time: 6.9481143951s, input_fired_time: 0.1051659733, output_fired_time: 0.0000000000, propagate_forward_time: 6.5289282799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140201569
validation[          , genome  7053] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       702.23328, best error:       702.23328 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.4714126587s, input_fired_time: 1.0020241737, output_fired_time: 0.5953848362, propagate_forward_time: 32.8678169250, propagate_backward_time: 49.1953468323, weight_update_time: 0.0860607475, other_time: 1.8108444214
epoch time: 6.9575901031s, input_fired_time: 0.1057494804, output_fired_time: 0.0000000000, propagate_forward_time: 6.5372524261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145880699
validation[          , genome  7053] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       700.21295, best error:       700.21295 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.0100021362s, input_fired_time: 1.0068665743, output_fired_time: 0.5922955275, propagate_forward_time: 32.7117538452, propagate_backward_time: 48.9051437378, weight_update_time: 0.0853008777, other_time: 1.7939453125
epoch time: 6.9525365829s, input_fired_time: 0.1062004566, output_fired_time: 0.0000000000, propagate_forward_time: 6.5320034027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143329620
validation[          , genome  7053] predictions:    9782/  10000 (97.82%), best:    9796/10000 (97.96%), error:       720.27747, best error:       700.21295 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.8846664429s, input_fired_time: 1.0259612799, output_fired_time: 0.6104358435, propagate_forward_time: 33.8313293457, propagate_backward_time: 50.5662651062, weight_update_time: 0.0877487585, other_time: 1.8506736755
epoch time: 7.3588294983s, input_fired_time: 0.1117073968, output_fired_time: 0.0000000000, propagate_forward_time: 6.9072976112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398246765
validation[          , genome  7053] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       735.78949, best error:       700.21295 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.5679016113s, input_fired_time: 1.0150545835, output_fired_time: 0.5959184170, propagate_forward_time: 32.8922119141, propagate_backward_time: 49.2328147888, weight_update_time: 0.0857734680, other_time: 1.8319053650
epoch time: 6.9550337791s, input_fired_time: 0.1063446775, output_fired_time: 0.0000000000, propagate_forward_time: 6.5333256721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153634071
validation[          , genome  7053] predictions:    9799/  10000 (97.99%), best:    9796/10000 (97.96%), error:       705.00012, best error:       700.21295 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.3959732056s, input_fired_time: 1.0106730461, output_fired_time: 0.5961797237, propagate_forward_time: 32.8060951233, propagate_backward_time: 49.1722221375, weight_update_time: 0.0852828547, other_time: 1.8108062744
epoch time: 6.9758005142s, input_fired_time: 0.1089214161, output_fired_time: 0.0000000000, propagate_forward_time: 6.5484189987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184599876
validation[          , genome  7053] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       717.96802, best error:       700.21295 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.4957656860s, input_fired_time: 1.0216319561, output_fired_time: 0.6014348865, propagate_forward_time: 33.2872772217, propagate_backward_time: 49.7576942444, weight_update_time: 0.0868337899, other_time: 1.8277320862
epoch time: 7.1948337555s, input_fired_time: 0.1119729504, output_fired_time: 0.0000000000, propagate_forward_time: 6.7556829453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271780014
validation[          , genome  7053] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       770.42273, best error:       700.21295 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.3586120605s, input_fired_time: 1.0189613104, output_fired_time: 0.5992688537, propagate_forward_time: 33.2200393677, propagate_backward_time: 49.6918983459, weight_update_time: 0.0864022374, other_time: 1.8284492493
epoch time: 6.9554057121s, input_fired_time: 0.1100796983, output_fired_time: 0.0000000000, propagate_forward_time: 6.5288486481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164772987
validation[          , genome  7053] predictions:    9762/  10000 (97.62%), best:    9796/10000 (97.96%), error:       750.19287, best error:       700.21295 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.9081192017s, input_fired_time: 1.0124300718, output_fired_time: 0.5908942223, propagate_forward_time: 32.6788864136, propagate_backward_time: 48.8415298462, weight_update_time: 0.0850799307, other_time: 1.7843780518
epoch time: 6.9504442215s, input_fired_time: 0.1081833541, output_fired_time: 0.0000000000, propagate_forward_time: 6.5283823013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138785362
validation[          , genome  7053] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       718.82959, best error:       700.21295 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.0139541626s, input_fired_time: 1.0112986565, output_fired_time: 0.5917706490, propagate_forward_time: 32.7040557861, propagate_backward_time: 48.9214286804, weight_update_time: 0.0848825276, other_time: 1.7853965759
epoch time: 6.9485416412s, input_fired_time: 0.1071894020, output_fired_time: 0.0000000000, propagate_forward_time: 6.5284881592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128643036
validation[          , genome  7053] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       740.79370, best error:       700.21295 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.3572998047s, input_fired_time: 1.0178077221, output_fired_time: 0.5950559378, propagate_forward_time: 32.8558082581, propagate_backward_time: 49.0809822083, weight_update_time: 0.0856366679, other_time: 1.8076477051
epoch time: 6.9619388580s, input_fired_time: 0.1081424877, output_fired_time: 0.0000000000, propagate_forward_time: 6.5311436653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226528168
validation[          , genome  7053] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       737.67615, best error:       700.21295 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.4104156494s, input_fired_time: 1.0169711113, output_fired_time: 0.5946214199, propagate_forward_time: 32.8610877991, propagate_backward_time: 49.1240348816, weight_update_time: 0.0854064375, other_time: 1.8137054443
epoch time: 6.9604301453s, input_fired_time: 0.1089004427, output_fired_time: 0.0000000000, propagate_forward_time: 6.5344638824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170657158
validation[          , genome  7053] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       736.85504, best error:       700.21295 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.2527465820s, input_fired_time: 1.0196688175, output_fired_time: 0.5925039053, propagate_forward_time: 32.7956199646, propagate_backward_time: 49.0415344238, weight_update_time: 0.0854646415, other_time: 1.8034172058
epoch time: 7.3564252853s, input_fired_time: 0.1136216074, output_fired_time: 0.0000000000, propagate_forward_time: 6.9131550789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296484947
validation[          , genome  7053] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       741.56439, best error:       700.21295 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.3997192383s, input_fired_time: 1.0219922066, output_fired_time: 0.5938165784, propagate_forward_time: 32.8607482910, propagate_backward_time: 49.1272277832, weight_update_time: 0.0854648650, other_time: 1.7959289551
epoch time: 6.9605932236s, input_fired_time: 0.1088351756, output_fired_time: 0.0000000000, propagate_forward_time: 6.5363016129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154563904
validation[          , genome  7053] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       759.78296, best error:       700.21295 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.0142288208s, input_fired_time: 1.0178842545, output_fired_time: 0.5919336081, propagate_forward_time: 32.7028579712, propagate_backward_time: 48.8981895447, weight_update_time: 0.0849911943, other_time: 1.8033638000
epoch time: 6.9586749077s, input_fired_time: 0.1085353121, output_fired_time: 0.0000000000, propagate_forward_time: 6.5352649689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148746490
validation[          , genome  7053] predictions:    9775/  10000 (97.75%), best:    9796/10000 (97.96%), error:       729.34137, best error:       700.21295 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.3332214355s, input_fired_time: 1.0258674622, output_fired_time: 0.5950632095, propagate_forward_time: 32.8204841614, propagate_backward_time: 49.0791397095, weight_update_time: 0.0853853598, other_time: 1.8126716614
epoch time: 6.9677319527s, input_fired_time: 0.1096217260, output_fired_time: 0.0000000000, propagate_forward_time: 6.5426201820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154902458
validation[          , genome  7053] predictions:    9764/  10000 (97.64%), best:    9796/10000 (97.96%), error:       782.87531, best error:       700.21295 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.4296112061s, input_fired_time: 1.0249435902, output_fired_time: 0.5956664681, propagate_forward_time: 32.8452644348, propagate_backward_time: 49.1529617310, weight_update_time: 0.0854254588, other_time: 1.8107795715
epoch time: 6.9537296295s, input_fired_time: 0.1081498787, output_fired_time: 0.0000000000, propagate_forward_time: 6.5303478241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152318001
validation[          , genome  7053] predictions:    9754/  10000 (97.54%), best:    9796/10000 (97.96%), error:       786.72284, best error:       700.21295 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.9409790039s, input_fired_time: 1.0222802162, output_fired_time: 0.5914199352, propagate_forward_time: 32.6684379578, propagate_backward_time: 48.8425407410, weight_update_time: 0.0852872580, other_time: 1.8162994385
epoch time: 6.9640340805s, input_fired_time: 0.1099307612, output_fired_time: 0.0000000000, propagate_forward_time: 6.5296053886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244976997
validation[          , genome  7053] predictions:    9754/  10000 (97.54%), best:    9796/10000 (97.96%), error:       834.12402, best error:       700.21295 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.9842834473s, input_fired_time: 1.0216974020, output_fired_time: 0.5918672085, propagate_forward_time: 32.6814804077, propagate_backward_time: 48.8657264709, weight_update_time: 0.0853062049, other_time: 1.8235130310
epoch time: 6.9638452530s, input_fired_time: 0.1112171337, output_fired_time: 0.0000000000, propagate_forward_time: 6.5318474770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207807541
validation[          , genome  7053] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       745.48419, best error:       700.21295 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.1475830078s, input_fired_time: 1.0294623375, output_fired_time: 0.5930750370, propagate_forward_time: 32.7334251404, propagate_backward_time: 48.9717826843, weight_update_time: 0.0855779052, other_time: 1.8198318481
epoch time: 6.9923419952s, input_fired_time: 0.1136424243, output_fired_time: 0.0000000000, propagate_forward_time: 6.5550208092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236789703
validation[          , genome  7053] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       803.61993, best error:       700.21295 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.0983352661s, input_fired_time: 1.0187803507, output_fired_time: 0.5924327374, propagate_forward_time: 32.7148323059, propagate_backward_time: 48.9577140808, weight_update_time: 0.0853892788, other_time: 1.8145751953
epoch time: 6.9693799019s, input_fired_time: 0.1118090674, output_fired_time: 0.0000000000, propagate_forward_time: 6.5340147018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235559464
validation[          , genome  7053] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       747.17529, best error:       700.21295 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.2353286743s, input_fired_time: 1.0119280815, output_fired_time: 0.5924494863, propagate_forward_time: 32.7708511353, propagate_backward_time: 49.0498352051, weight_update_time: 0.0853788257, other_time: 1.8102645874
epoch time: 7.0825676918s, input_fired_time: 0.1128324270, output_fired_time: 0.0000000000, propagate_forward_time: 6.6476073265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221278191
validation[          , genome  7053] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       724.68866, best error:       700.21295 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.1671600342s, input_fired_time: 1.0223225355, output_fired_time: 0.5964300036, propagate_forward_time: 32.6828193665, propagate_backward_time: 49.0663299561, weight_update_time: 0.0851240307, other_time: 1.7992591858
epoch time: 6.9525208473s, input_fired_time: 0.1104748547, output_fired_time: 0.0000000000, propagate_forward_time: 6.5286169052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134288788
validation[          , genome  7053] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       779.00012, best error:       700.21295 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.8477478027s, input_fired_time: 1.0295336246, output_fired_time: 0.5984591246, propagate_forward_time: 32.9847183228, propagate_backward_time: 49.4239807129, weight_update_time: 0.0857046321, other_time: 1.8110580444
epoch time: 6.9614515305s, input_fired_time: 0.1100541428, output_fired_time: 0.0000000000, propagate_forward_time: 6.5364108086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149867058
validation[          , genome  7053] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       734.96539, best error:       700.21295 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.5622863770s, input_fired_time: 1.0293867588, output_fired_time: 0.5959174037, propagate_forward_time: 32.8902168274, propagate_backward_time: 49.2266159058, weight_update_time: 0.0860816762, other_time: 1.8201484680
epoch time: 7.7776942253s, input_fired_time: 0.1193413585, output_fired_time: 0.0000000000, propagate_forward_time: 7.3066377640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517150879
validation[          , genome  7053] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       779.21466, best error:       700.21295 on epoch:    77, 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: 35.3629798889s, input_fired_time: 0.5451721549, output_fired_time: 0.0000000000, propagate_forward_time: 33.1648826599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6529235840
best training[          , genome  7053] predictions:   49730/  50000 (99.46%), best:    9796/10000 (97.96%), error:      1278.42712, best error:       700.21295 on epoch:    77, 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: 7.7821702957s, input_fired_time: 0.1151639521, output_fired_time: 0.0000000000, propagate_forward_time: 7.3109021187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561043739
   testing[          , genome  7053] predictions:    9818/  10000 (98.18%), best:    9796/10000 (97.96%), error:       632.95801, best error:       700.21295 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:35:53 (7114): called boinc_finish(0)

</stderr_txt>
]]>