Nameexact_genome_1512568488_45_6817_0
Workunit2605304
Created7 Dec 2017, 22:06:05 UTC
Sent7 Dec 2017, 22:09:53 UTC
Report deadline19 Dec 2017, 2:23:37 UTC
Received8 Dec 2017, 17:00:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time7 hours 3 min 12 sec
CPU time6 hours 58 min 14 sec
Validate stateValid
Credit2,794.05
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.69 MB
Peak swap size156.11 MB
Peak disk usage2.33 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
012.27222 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 227.6091461182s, input_fired_time: 2.3798995018, output_fired_time: 2.3496952057, propagate_forward_time: 84.3288726807, propagate_backward_time: 134.1576843262, weight_update_time: 0.2539525330, other_time: 4.3929901123
epoch time: 17.9594345093s, input_fired_time: 0.2989137769, output_fired_time: 0.0000000000, propagate_forward_time: 16.8702030182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7903175354
validation[          , genome  6817] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       890.64227, best error:       890.64227 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 228.9736633301s, input_fired_time: 2.3966174126, output_fired_time: 2.3597838879, propagate_forward_time: 85.2712783813, propagate_backward_time: 134.6885375977, weight_update_time: 0.2521653175, other_time: 4.2574462891
epoch time: 18.3645191193s, input_fired_time: 0.3025953174, output_fired_time: 0.0000000000, propagate_forward_time: 17.2739429474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7879810333
validation[          , genome  6817] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       862.67535, best error:       862.67535 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 228.7283477783s, input_fired_time: 2.4152338505, output_fired_time: 2.3675708771, propagate_forward_time: 85.2241058350, propagate_backward_time: 134.4968872070, weight_update_time: 0.2542596757, other_time: 4.2245483398
epoch time: 18.1006469727s, input_fired_time: 0.2961210907, output_fired_time: 0.0000000000, propagate_forward_time: 17.0542812347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7502441406
validation[          , genome  6817] predictions:    9691/  10000 (96.91%), best:    9746/10000 (97.46%), error:      1082.58313, best error:       862.67535 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 231.5287780762s, input_fired_time: 2.4101846218, output_fired_time: 2.4054131508, propagate_forward_time: 85.8479843140, propagate_backward_time: 136.6156768799, weight_update_time: 0.2550121546, other_time: 4.2495269775
epoch time: 18.2136726379s, input_fired_time: 0.2982611954, output_fired_time: 0.0000000000, propagate_forward_time: 17.1748008728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7406101227
validation[          , genome  6817] predictions:    9685/  10000 (96.85%), best:    9746/10000 (97.46%), error:      1037.53064, best error:       862.67535 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 229.3118133545s, input_fired_time: 2.3998434544, output_fired_time: 2.3652298450, propagate_forward_time: 85.2592086792, propagate_backward_time: 135.0570678711, weight_update_time: 0.2538906336, other_time: 4.2304687500
epoch time: 17.9900608063s, input_fired_time: 0.2956869304, output_fired_time: 0.0000000000, propagate_forward_time: 16.9582500458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361240387
validation[          , genome  6817] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       908.04712, best error:       862.67535 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 228.3029785156s, input_fired_time: 2.3858819008, output_fired_time: 2.3495094776, propagate_forward_time: 84.6715927124, propagate_backward_time: 134.6628112793, weight_update_time: 0.2542228103, other_time: 4.2331848145
epoch time: 18.3746147156s, input_fired_time: 0.3006136715, output_fired_time: 0.0000000000, propagate_forward_time: 17.3077907562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7662105560
validation[          , genome  6817] predictions:    9703/  10000 (97.03%), best:    9746/10000 (97.46%), error:       922.32947, best error:       862.67535 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 227.6536865234s, input_fired_time: 2.3976213932, output_fired_time: 2.3644766808, propagate_forward_time: 85.1771850586, propagate_backward_time: 133.5197753906, weight_update_time: 0.2529134750, other_time: 4.1946258545
epoch time: 18.0926303864s, input_fired_time: 0.3003086746, output_fired_time: 0.0000000000, propagate_forward_time: 17.0490665436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432556152
validation[          , genome  6817] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       918.23334, best error:       862.67535 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 229.0790252686s, input_fired_time: 2.3978819847, output_fired_time: 2.3796982765, propagate_forward_time: 85.2509307861, propagate_backward_time: 134.7576293945, weight_update_time: 0.2544952929, other_time: 4.2928771973
epoch time: 18.1413307190s, input_fired_time: 0.3011745811, output_fired_time: 0.0000000000, propagate_forward_time: 17.0745811462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7655754089
validation[          , genome  6817] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       935.71167, best error:       862.67535 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 230.7705688477s, input_fired_time: 2.4117710590, output_fired_time: 2.4133300781, propagate_forward_time: 85.8686599731, propagate_backward_time: 135.7743682861, weight_update_time: 0.2564767897, other_time: 4.3024444580
epoch time: 18.2155265808s, input_fired_time: 0.3021345437, output_fired_time: 0.0000000000, propagate_forward_time: 17.1519966125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613945007
validation[          , genome  6817] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       844.10492, best error:       844.10492 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 230.1219635010s, input_fired_time: 2.4073596001, output_fired_time: 2.3889334202, propagate_forward_time: 85.4521408081, propagate_backward_time: 135.6397705078, weight_update_time: 0.2570209503, other_time: 4.2337646484
epoch time: 18.2735271454s, input_fired_time: 0.3003603816, output_fired_time: 0.0000000000, propagate_forward_time: 17.2174015045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557659149
validation[          , genome  6817] predictions:    9746/  10000 (97.46%), best:    9741/10000 (97.41%), error:       889.87286, best error:       844.10492 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 231.2617340088s, input_fired_time: 2.4273507595, output_fired_time: 2.3952486515, propagate_forward_time: 86.2786865234, propagate_backward_time: 135.8227386475, weight_update_time: 0.2597754598, other_time: 4.3377075195
epoch time: 18.1613693237s, input_fired_time: 0.3017004132, output_fired_time: 0.0000000000, propagate_forward_time: 17.0780010223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816677094
validation[          , genome  6817] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       847.19006, best error:       844.10492 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 229.5399017334s, input_fired_time: 2.4095115662, output_fired_time: 2.3762950897, propagate_forward_time: 85.5316009521, propagate_backward_time: 134.9938354492, weight_update_time: 0.2546021938, other_time: 4.2286529541
epoch time: 18.2503623962s, input_fired_time: 0.3035146594, output_fired_time: 0.0000000000, propagate_forward_time: 17.1642932892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7825546265
validation[          , genome  6817] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       905.13354, best error:       844.10492 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 228.3225097656s, input_fired_time: 2.3932497501, output_fired_time: 2.3538846970, propagate_forward_time: 84.6843643188, propagate_backward_time: 134.7297363281, weight_update_time: 0.2538340390, other_time: 4.1612854004
epoch time: 18.4080123901s, input_fired_time: 0.3014416993, output_fired_time: 0.0000000000, propagate_forward_time: 17.3610324860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455387115
validation[          , genome  6817] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       983.52319, best error:       844.10492 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 229.7233734131s, input_fired_time: 2.4129338264, output_fired_time: 2.3839361668, propagate_forward_time: 85.7145233154, propagate_backward_time: 135.0010528564, weight_update_time: 0.2559251785, other_time: 4.2109222412
epoch time: 17.8303604126s, input_fired_time: 0.2979001105, output_fired_time: 0.0000000000, propagate_forward_time: 16.7856979370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7467632294
validation[          , genome  6817] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       934.72998, best error:       844.10492 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 231.0379943848s, input_fired_time: 2.4151647091, output_fired_time: 2.4135382175, propagate_forward_time: 85.7142257690, propagate_backward_time: 136.2219543457, weight_update_time: 0.2559729517, other_time: 4.2731018066
epoch time: 17.9278984070s, input_fired_time: 0.2993194759, output_fired_time: 0.0000000000, propagate_forward_time: 16.8788032532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497749329
validation[          , genome  6817] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       877.99341, best error:       844.10492 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 229.4118652344s, input_fired_time: 2.4103171825, output_fired_time: 2.3810729980, propagate_forward_time: 85.5489883423, propagate_backward_time: 134.8657379150, weight_update_time: 0.2550992966, other_time: 4.2057342529
epoch time: 18.0579738617s, input_fired_time: 0.3014822006, output_fired_time: 0.0000000000, propagate_forward_time: 17.0089530945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475395203
validation[          , genome  6817] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       910.99133, best error:       844.10492 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 229.5381774902s, input_fired_time: 2.4033575058, output_fired_time: 2.3540742397, propagate_forward_time: 85.3751754761, propagate_backward_time: 135.2701110840, weight_update_time: 0.2545590997, other_time: 4.1354675293
epoch time: 18.1781177521s, input_fired_time: 0.3031139374, output_fired_time: 0.0000000000, propagate_forward_time: 17.0492992401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8257045746
validation[          , genome  6817] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       920.95532, best error:       844.10492 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 231.1313629150s, input_fired_time: 2.4262897968, output_fired_time: 2.3966143131, propagate_forward_time: 85.9033126831, propagate_backward_time: 136.0669403076, weight_update_time: 0.2597416639, other_time: 4.3382110596
epoch time: 18.2772979736s, input_fired_time: 0.3004310727, output_fired_time: 0.0000000000, propagate_forward_time: 17.2259883881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7508792877
validation[          , genome  6817] predictions:    9659/  10000 (96.59%), best:    9741/10000 (97.41%), error:      1104.75916, best error:       844.10492 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 231.0025329590s, input_fired_time: 2.4193081856, output_fired_time: 2.3957083225, propagate_forward_time: 85.7192535400, propagate_backward_time: 136.2117156982, weight_update_time: 0.2577568293, other_time: 4.2565460205
epoch time: 17.1108322144s, input_fired_time: 0.2892336845, output_fired_time: 0.0000000000, propagate_forward_time: 16.0700168610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7515811920
validation[          , genome  6817] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       840.96045, best error:       840.96045 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 229.3581695557s, input_fired_time: 2.4116611481, output_fired_time: 2.3867597580, propagate_forward_time: 85.3124618530, propagate_backward_time: 135.0119323730, weight_update_time: 0.2551367581, other_time: 4.2353515625
epoch time: 18.0339927673s, input_fired_time: 0.2993898094, output_fired_time: 0.0000000000, propagate_forward_time: 17.0107040405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238998413
validation[          , genome  6817] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       835.35138, best error:       835.35138 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 233.1096191406s, input_fired_time: 2.4375801086, output_fired_time: 2.4149904251, propagate_forward_time: 86.7368774414, propagate_backward_time: 137.3131103516, weight_update_time: 0.2571678162, other_time: 4.2070617676
epoch time: 17.9841213226s, input_fired_time: 0.2978128791, output_fired_time: 0.0000000000, propagate_forward_time: 16.9492206573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7370872498
validation[          , genome  6817] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       847.08295, best error:       835.35138 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 231.7389678955s, input_fired_time: 2.4296011925, output_fired_time: 2.3937532902, propagate_forward_time: 86.2411041260, propagate_backward_time: 136.4491729736, weight_update_time: 0.2558901608, other_time: 4.2253417969
epoch time: 18.6570243835s, input_fired_time: 0.3056471348, output_fired_time: 0.0000000000, propagate_forward_time: 17.5538005829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7975769043
validation[          , genome  6817] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       845.71417, best error:       835.35138 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 229.1528472900s, input_fired_time: 2.4125001431, output_fired_time: 2.4047484398, propagate_forward_time: 85.1849822998, propagate_backward_time: 134.8578033447, weight_update_time: 0.2542601824, other_time: 4.2928009033
epoch time: 17.4910984039s, input_fired_time: 0.2935468256, output_fired_time: 0.0000000000, propagate_forward_time: 16.4618568420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7356948853
validation[          , genome  6817] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       873.56305, best error:       835.35138 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 231.6771545410s, input_fired_time: 2.4352972507, output_fired_time: 2.4091906548, propagate_forward_time: 86.3413162231, propagate_backward_time: 136.1514282227, weight_update_time: 0.2580329478, other_time: 4.3399047852
epoch time: 18.0090961456s, input_fired_time: 0.3014952540, output_fired_time: 0.0000000000, propagate_forward_time: 16.9227752686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7848262787
validation[          , genome  6817] predictions:    9703/  10000 (97.03%), best:    9762/10000 (97.62%), error:       957.92334, best error:       835.35138 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 229.3797912598s, input_fired_time: 2.4207520485, output_fired_time: 2.3683505058, propagate_forward_time: 85.5852203369, propagate_backward_time: 134.8262634277, weight_update_time: 0.2550309300, other_time: 4.1792144775
epoch time: 18.7041282654s, input_fired_time: 0.3078572452, output_fired_time: 0.0000000000, propagate_forward_time: 17.6541061401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7421646118
validation[          , genome  6817] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       817.31226, best error:       817.31226 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 228.5230865479s, input_fired_time: 2.4109768867, output_fired_time: 2.3619062901, propagate_forward_time: 84.8915176392, propagate_backward_time: 134.5968933105, weight_update_time: 0.2549051344, other_time: 4.2617797852
epoch time: 17.5928249359s, input_fired_time: 0.2958444953, output_fired_time: 0.0000000000, propagate_forward_time: 16.5188465118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7781333923
validation[          , genome  6817] predictions:    9753/  10000 (97.53%), best:    9755/10000 (97.55%), error:       849.34253, best error:       817.31226 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 230.9104309082s, input_fired_time: 2.4296464920, output_fired_time: 2.4028909206, propagate_forward_time: 85.9131622314, propagate_backward_time: 135.8798217773, weight_update_time: 0.2557988465, other_time: 4.2849121094
epoch time: 18.3015651703s, input_fired_time: 0.3042202592, output_fired_time: 0.0000000000, propagate_forward_time: 17.2641582489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331867218
validation[          , genome  6817] predictions:    9747/  10000 (97.47%), best:    9755/10000 (97.55%), error:       820.99152, best error:       817.31226 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 228.4403533936s, input_fired_time: 2.4141492844, output_fired_time: 2.3602292538, propagate_forward_time: 85.1341629028, propagate_backward_time: 134.3362884521, weight_update_time: 0.2541461289, other_time: 4.1955108643
epoch time: 18.4143352509s, input_fired_time: 0.3065665960, output_fired_time: 0.0000000000, propagate_forward_time: 17.3648967743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428722382
validation[          , genome  6817] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       914.44226, best error:       817.31226 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 227.4223175049s, input_fired_time: 2.4019470215, output_fired_time: 2.3606092930, propagate_forward_time: 84.3972015381, propagate_backward_time: 134.0082397461, weight_update_time: 0.2537388802, other_time: 4.2543182373
epoch time: 18.0110816956s, input_fired_time: 0.2996712625, output_fired_time: 0.0000000000, propagate_forward_time: 16.9680881500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7433223724
validation[          , genome  6817] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       972.02051, best error:       817.31226 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 230.7407989502s, input_fired_time: 2.4354624748, output_fired_time: 2.4097354412, propagate_forward_time: 85.8850479126, propagate_backward_time: 135.7486114502, weight_update_time: 0.2576228976, other_time: 4.2619476318
epoch time: 18.3998451233s, input_fired_time: 0.3046918213, output_fired_time: 0.0000000000, propagate_forward_time: 17.3013610840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7937927246
validation[          , genome  6817] predictions:    9747/  10000 (97.47%), best:    9755/10000 (97.55%), error:       855.18842, best error:       817.31226 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 228.4474487305s, input_fired_time: 2.4095261097, output_fired_time: 2.3697493076, propagate_forward_time: 84.8399505615, propagate_backward_time: 134.6272735596, weight_update_time: 0.2545629144, other_time: 4.2009429932
epoch time: 18.3555164337s, input_fired_time: 0.3060910702, output_fired_time: 0.0000000000, propagate_forward_time: 17.2667503357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7826747894
validation[          , genome  6817] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       820.06311, best error:       817.31226 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 228.5308380127s, input_fired_time: 2.4181742668, output_fired_time: 2.3740339279, propagate_forward_time: 85.1027755737, propagate_backward_time: 134.3613433838, weight_update_time: 0.2532753944, other_time: 4.2745208740
epoch time: 18.3447360992s, input_fired_time: 0.3060300648, output_fired_time: 0.0000000000, propagate_forward_time: 17.2895965576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7491092682
validation[          , genome  6817] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       805.78082, best error:       805.78082 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 230.3591613770s, input_fired_time: 2.4220561981, output_fired_time: 2.3832075596, propagate_forward_time: 85.4142913818, propagate_backward_time: 135.8550262451, weight_update_time: 0.2563357949, other_time: 4.2845764160
epoch time: 18.3508052826s, input_fired_time: 0.3070575893, output_fired_time: 0.0000000000, propagate_forward_time: 17.2819728851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7617740631
validation[          , genome  6817] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       914.73822, best error:       805.78082 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 228.6892089844s, input_fired_time: 2.4166281223, output_fired_time: 2.3694512844, propagate_forward_time: 85.1298294067, propagate_backward_time: 134.5806732178, weight_update_time: 0.2543780506, other_time: 4.1926422119
epoch time: 17.9956912994s, input_fired_time: 0.3008487821, output_fired_time: 0.0000000000, propagate_forward_time: 16.9631309509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317123413
validation[          , genome  6817] predictions:    9754/  10000 (97.54%), best:    9756/10000 (97.56%), error:       808.83594, best error:       805.78082 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 226.3663635254s, input_fired_time: 2.3997721672, output_fired_time: 2.3506417274, propagate_forward_time: 84.0072479248, propagate_backward_time: 133.3928680420, weight_update_time: 0.2519178391, other_time: 4.2158355713
epoch time: 18.5605392456s, input_fired_time: 0.3060519695, output_fired_time: 0.0000000000, propagate_forward_time: 17.5214672089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330207825
validation[          , genome  6817] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       759.47150, best error:       759.47150 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 227.2097320557s, input_fired_time: 2.4041662216, output_fired_time: 2.3485422134, propagate_forward_time: 84.2722473145, propagate_backward_time: 134.0036010742, weight_update_time: 0.2521468103, other_time: 4.1811828613
epoch time: 18.7454242706s, input_fired_time: 0.3121604919, output_fired_time: 0.0000000000, propagate_forward_time: 17.6513366699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819271088
validation[          , genome  6817] predictions:    9778/  10000 (97.78%), best:    9769/10000 (97.69%), error:       769.35846, best error:       759.47150 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 226.9466400146s, input_fired_time: 2.4089660645, output_fired_time: 2.3409204483, propagate_forward_time: 84.5100250244, propagate_backward_time: 133.4641418457, weight_update_time: 0.2534181476, other_time: 4.2225799561
epoch time: 18.4022026062s, input_fired_time: 0.3082248569, output_fired_time: 0.0000000000, propagate_forward_time: 17.3175449371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7764320374
validation[          , genome  6817] predictions:    9665/  10000 (96.65%), best:    9769/10000 (97.69%), error:      1075.00574, best error:       759.47150 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 227.8708343506s, input_fired_time: 2.4290745258, output_fired_time: 2.3738679886, propagate_forward_time: 84.7615432739, propagate_backward_time: 134.1386871338, weight_update_time: 0.2527584732, other_time: 4.1676483154
epoch time: 18.7563476563s, input_fired_time: 0.3102737665, output_fired_time: 0.0000000000, propagate_forward_time: 17.6906700134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7554035187
validation[          , genome  6817] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       908.28650, best error:       759.47150 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 231.2649841309s, input_fired_time: 2.4404034615, output_fired_time: 2.4050447941, propagate_forward_time: 85.9942779541, propagate_backward_time: 136.1158447266, weight_update_time: 0.2564528584, other_time: 4.3094177246
epoch time: 18.3603878021s, input_fired_time: 0.3075236976, output_fired_time: 0.0000000000, propagate_forward_time: 17.2593097687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7935543060
validation[          , genome  6817] predictions:    9718/  10000 (97.18%), best:    9769/10000 (97.69%), error:       978.84906, best error:       759.47150 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 227.3072662354s, input_fired_time: 2.4158487320, output_fired_time: 2.3627569675, propagate_forward_time: 84.8119659424, propagate_backward_time: 133.5561981201, weight_update_time: 0.2539142668, other_time: 4.1604919434
epoch time: 17.0914897919s, input_fired_time: 0.2898017168, output_fired_time: 0.0000000000, propagate_forward_time: 16.0713806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7303066254
validation[          , genome  6817] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       833.56946, best error:       759.47150 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 223.8476257324s, input_fired_time: 2.3875737190, output_fired_time: 2.3072891235, propagate_forward_time: 83.0529785156, propagate_backward_time: 131.9362030029, weight_update_time: 0.2503240705, other_time: 4.1635894775
epoch time: 18.0884666443s, input_fired_time: 0.3012346625, output_fired_time: 0.0000000000, propagate_forward_time: 17.0506134033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7366180420
validation[          , genome  6817] predictions:    9754/  10000 (97.54%), best:    9769/10000 (97.69%), error:       801.47900, best error:       759.47150 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 226.3652038574s, input_fired_time: 2.4058661461, output_fired_time: 2.3369290829, propagate_forward_time: 84.3270874023, propagate_backward_time: 133.0760955811, weight_update_time: 0.2521407008, other_time: 4.2192230225
epoch time: 17.9838542938s, input_fired_time: 0.3025306761, output_fired_time: 0.0000000000, propagate_forward_time: 16.9535980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277259827
validation[          , genome  6817] predictions:    9694/  10000 (96.94%), best:    9769/10000 (97.69%), error:      1042.38049, best error:       759.47150 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 230.6893768311s, input_fired_time: 2.4454491138, output_fired_time: 2.3870987892, propagate_forward_time: 86.0025405884, propagate_backward_time: 135.5808563232, weight_update_time: 0.2563629448, other_time: 4.2734222412
epoch time: 18.8665275574s, input_fired_time: 0.3100650311, output_fired_time: 0.0000000000, propagate_forward_time: 17.7737274170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7827358246
validation[          , genome  6817] predictions:    9773/  10000 (97.73%), best:    9769/10000 (97.69%), error:       793.76874, best error:       759.47150 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 231.5413818359s, input_fired_time: 2.4656763077, output_fired_time: 2.3995366096, propagate_forward_time: 86.0539398193, propagate_backward_time: 136.4017791748, weight_update_time: 0.2558574080, other_time: 4.2204437256
epoch time: 17.9118137360s, input_fired_time: 0.3009697795, output_fired_time: 0.0000000000, propagate_forward_time: 16.8777580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330856323
validation[          , genome  6817] predictions:    9779/  10000 (97.79%), best:    9769/10000 (97.69%), error:       779.86627, best error:       759.47150 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 229.5264587402s, input_fired_time: 2.4332234859, output_fired_time: 2.3682341576, propagate_forward_time: 85.4893264771, propagate_backward_time: 135.0541992188, weight_update_time: 0.2539908290, other_time: 4.1814575195
epoch time: 18.1811943054s, input_fired_time: 0.3061534166, output_fired_time: 0.0000000000, propagate_forward_time: 17.1135654449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7614746094
validation[          , genome  6817] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       939.74023, best error:       759.47150 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 232.3384552002s, input_fired_time: 2.4546399117, output_fired_time: 2.4040405750, propagate_forward_time: 86.6353149414, propagate_backward_time: 136.6384735107, weight_update_time: 0.2584460378, other_time: 4.2059936523
epoch time: 18.2979965210s, input_fired_time: 0.3066427112, output_fired_time: 0.0000000000, propagate_forward_time: 17.2078971863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7834568024
validation[          , genome  6817] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       853.88464, best error:       759.47150 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 230.2563934326s, input_fired_time: 2.4382569790, output_fired_time: 2.3937458992, propagate_forward_time: 85.5690917969, propagate_backward_time: 135.5200805664, weight_update_time: 0.2561625242, other_time: 4.3352050781
epoch time: 18.1562252045s, input_fired_time: 0.3159502149, output_fired_time: 0.0000000000, propagate_forward_time: 17.0834941864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7567806244
validation[          , genome  6817] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       780.66260, best error:       759.47150 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 230.3325195313s, input_fired_time: 2.4405245781, output_fired_time: 2.3873181343, propagate_forward_time: 85.5779876709, propagate_backward_time: 135.6770324707, weight_update_time: 0.2557087839, other_time: 4.2496643066
epoch time: 18.3038158417s, input_fired_time: 0.3072851002, output_fired_time: 0.0000000000, propagate_forward_time: 17.2224674225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740631104
validation[          , genome  6817] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       787.00732, best error:       759.47150 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 230.8031158447s, input_fired_time: 2.4392266273, output_fired_time: 2.3748760223, propagate_forward_time: 85.7845230103, propagate_backward_time: 136.0514526367, weight_update_time: 0.2564260662, other_time: 4.1530456543
epoch time: 18.6179542542s, input_fired_time: 0.3093361557, output_fired_time: 0.0000000000, propagate_forward_time: 17.5580081940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7506103516
validation[          , genome  6817] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       814.55658, best error:       759.47150 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 227.3036041260s, input_fired_time: 2.4231700897, output_fired_time: 2.3446328640, propagate_forward_time: 84.5808105469, propagate_backward_time: 133.7079467773, weight_update_time: 0.2532094121, other_time: 4.2470397949
epoch time: 18.1307888031s, input_fired_time: 0.3040204048, output_fired_time: 0.0000000000, propagate_forward_time: 17.0987510681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280178070
validation[          , genome  6817] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       730.36145, best error:       730.36145 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 229.6390533447s, input_fired_time: 2.4340264797, output_fired_time: 2.3899075985, propagate_forward_time: 85.1357345581, propagate_backward_time: 135.3970336914, weight_update_time: 0.2558794916, other_time: 4.2823486328
epoch time: 18.4405288696s, input_fired_time: 0.3099461198, output_fired_time: 0.0000000000, propagate_forward_time: 17.3752861023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552967072
validation[          , genome  6817] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       917.91492, best error:       730.36145 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 228.7063446045s, input_fired_time: 2.4301049709, output_fired_time: 2.3480310440, propagate_forward_time: 85.2273941040, propagate_backward_time: 134.5480651855, weight_update_time: 0.2543006539, other_time: 4.1527404785
epoch time: 18.3499889374s, input_fired_time: 0.3101353049, output_fired_time: 0.0000000000, propagate_forward_time: 17.2842979431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555561066
validation[          , genome  6817] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       775.69983, best error:       730.36145 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 229.5164337158s, input_fired_time: 2.4383687973, output_fired_time: 2.3751029968, propagate_forward_time: 85.3932037354, propagate_backward_time: 135.1094055176, weight_update_time: 0.2546870112, other_time: 4.2003479004
epoch time: 17.4623889923s, input_fired_time: 0.2941439748, output_fired_time: 0.0000000000, propagate_forward_time: 16.4543533325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138919830
validation[          , genome  6817] predictions:    9717/  10000 (97.17%), best:    9776/10000 (97.76%), error:       920.44006, best error:       730.36145 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 232.5672454834s, input_fired_time: 2.4752323627, output_fired_time: 2.4170205593, propagate_forward_time: 86.5946731567, propagate_backward_time: 136.8237609863, weight_update_time: 0.2587157190, other_time: 4.2565612793
epoch time: 17.7588081360s, input_fired_time: 0.3022706807, output_fired_time: 0.0000000000, propagate_forward_time: 16.6838455200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726917267
validation[          , genome  6817] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       759.51508, best error:       730.36145 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 230.9169158936s, input_fired_time: 2.4431357384, output_fired_time: 2.3942863941, propagate_forward_time: 85.7464752197, propagate_backward_time: 136.1016540527, weight_update_time: 0.2559206784, other_time: 4.2313690186
epoch time: 18.4600181580s, input_fired_time: 0.3103272021, output_fired_time: 0.0000000000, propagate_forward_time: 17.3954029083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542877197
validation[          , genome  6817] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       772.67188, best error:       730.36145 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 229.0001678467s, input_fired_time: 2.4427776337, output_fired_time: 2.3650891781, propagate_forward_time: 85.3217926025, propagate_backward_time: 134.6824035645, weight_update_time: 0.2551892102, other_time: 4.1881103516
epoch time: 18.2783126831s, input_fired_time: 0.3050501645, output_fired_time: 0.0000000000, propagate_forward_time: 17.2412643433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7319984436
validation[          , genome  6817] predictions:    9721/  10000 (97.21%), best:    9776/10000 (97.76%), error:       938.97504, best error:       730.36145 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 227.2162170410s, input_fired_time: 2.4205260277, output_fired_time: 2.3552350998, propagate_forward_time: 84.3804321289, propagate_backward_time: 133.8003540039, weight_update_time: 0.2553099990, other_time: 4.2596588135
epoch time: 18.3774051666s, input_fired_time: 0.3097849190, output_fired_time: 0.0000000000, propagate_forward_time: 17.3155422211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7520771027
validation[          , genome  6817] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       785.20007, best error:       730.36145 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 226.0780029297s, input_fired_time: 2.4255969524, output_fired_time: 2.3364644051, propagate_forward_time: 84.1133728027, propagate_backward_time: 132.9601287842, weight_update_time: 0.2515599430, other_time: 4.2424316406
epoch time: 17.9391784668s, input_fired_time: 0.3030618131, output_fired_time: 0.0000000000, propagate_forward_time: 16.8743286133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7617874146
validation[          , genome  6817] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       827.93817, best error:       730.36145 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 226.8386077881s, input_fired_time: 2.4166688919, output_fired_time: 2.3440499306, propagate_forward_time: 84.3250961304, propagate_backward_time: 133.5724945068, weight_update_time: 0.2546110153, other_time: 4.1802825928
epoch time: 17.0611286163s, input_fired_time: 0.2928932905, output_fired_time: 0.0000000000, propagate_forward_time: 16.0646114349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036247253
validation[          , genome  6817] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       835.72150, best error:       730.36145 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 230.2222900391s, input_fired_time: 2.4490888119, output_fired_time: 2.3932449818, propagate_forward_time: 85.7161102295, propagate_backward_time: 135.3403625488, weight_update_time: 0.2570078671, other_time: 4.3234863281
epoch time: 17.5259380341s, input_fired_time: 0.2982161939, output_fired_time: 0.0000000000, propagate_forward_time: 16.5051822662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7225399017
validation[          , genome  6817] predictions:    9695/  10000 (96.95%), best:    9776/10000 (97.76%), error:      1004.36414, best error:       730.36145 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 227.5402832031s, input_fired_time: 2.4214186668, output_fired_time: 2.3572051525, propagate_forward_time: 84.3230361938, propagate_backward_time: 134.1608123779, weight_update_time: 0.2539970577, other_time: 4.2778167725
epoch time: 18.0240879059s, input_fired_time: 0.3099563420, output_fired_time: 0.0000000000, propagate_forward_time: 16.8959178925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8182144165
validation[          , genome  6817] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       833.90814, best error:       730.36145 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 229.8937225342s, input_fired_time: 2.4514727592, output_fired_time: 2.3733508587, propagate_forward_time: 85.7484359741, propagate_backward_time: 135.0315246582, weight_update_time: 0.2551916540, other_time: 4.2889404297
epoch time: 18.5409507751s, input_fired_time: 0.3117763400, output_fired_time: 0.0000000000, propagate_forward_time: 17.4859619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432117462
validation[          , genome  6817] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       790.24921, best error:       730.36145 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 229.6278381348s, input_fired_time: 2.4572515488, output_fired_time: 2.3902428150, propagate_forward_time: 85.8262023926, propagate_backward_time: 134.7170715332, weight_update_time: 0.2559565306, other_time: 4.2370758057
epoch time: 18.3642673492s, input_fired_time: 0.3126125336, output_fired_time: 0.0000000000, propagate_forward_time: 17.2590198517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7926349640
validation[          , genome  6817] predictions:    9725/  10000 (97.25%), best:    9776/10000 (97.76%), error:       967.66705, best error:       730.36145 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 229.9661865234s, input_fired_time: 2.4509053230, output_fired_time: 2.3905169964, propagate_forward_time: 85.3297805786, propagate_backward_time: 135.5622100830, weight_update_time: 0.2552571297, other_time: 4.2327728271
epoch time: 17.1279582977s, input_fired_time: 0.2941741347, output_fired_time: 0.0000000000, propagate_forward_time: 16.1190223694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147617340
validation[          , genome  6817] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       854.43018, best error:       730.36145 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 231.5930023193s, input_fired_time: 2.4590902328, output_fired_time: 2.4095485210, propagate_forward_time: 85.9116363525, propagate_backward_time: 136.5742492676, weight_update_time: 0.2560814321, other_time: 4.2384796143
epoch time: 18.1694259644s, input_fired_time: 0.3107595146, output_fired_time: 0.0000000000, propagate_forward_time: 17.0715389252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7871284485
validation[          , genome  6817] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       786.11444, best error:       730.36145 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 229.0532989502s, input_fired_time: 2.4409191608, output_fired_time: 2.3639287949, propagate_forward_time: 84.8877334595, propagate_backward_time: 135.1087646484, weight_update_time: 0.2541864514, other_time: 4.2519531250
epoch time: 18.2273044586s, input_fired_time: 0.3077738881, output_fired_time: 0.0000000000, propagate_forward_time: 17.1687431335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7507877350
validation[          , genome  6817] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       736.74469, best error:       730.36145 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 228.6500854492s, input_fired_time: 2.4473390579, output_fired_time: 2.3653154373, propagate_forward_time: 85.2371597290, propagate_backward_time: 134.2989501953, weight_update_time: 0.2531841397, other_time: 4.3013305664
epoch time: 17.7740516663s, input_fired_time: 0.3016562462, output_fired_time: 0.0000000000, propagate_forward_time: 16.7483482361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7240467072
validation[          , genome  6817] predictions:    9722/  10000 (97.22%), best:    9776/10000 (97.76%), error:       908.05176, best error:       730.36145 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 230.4600524902s, input_fired_time: 2.4535751343, output_fired_time: 2.3756508827, propagate_forward_time: 85.6747360229, propagate_backward_time: 135.7256774902, weight_update_time: 0.2556621432, other_time: 4.2304077148
epoch time: 17.8685073853s, input_fired_time: 0.3060099483, output_fired_time: 0.0000000000, propagate_forward_time: 16.8008861542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616119385
validation[          , genome  6817] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       845.21484, best error:       730.36145 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 231.6311950684s, input_fired_time: 2.4710204601, output_fired_time: 2.3991482258, propagate_forward_time: 86.3093109131, propagate_backward_time: 136.2330780029, weight_update_time: 0.2571482062, other_time: 4.2186279297
epoch time: 18.3456497192s, input_fired_time: 0.3113637269, output_fired_time: 0.0000000000, propagate_forward_time: 17.2735710144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7607154846
validation[          , genome  6817] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       822.77698, best error:       730.36145 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 228.7377471924s, input_fired_time: 2.4499020576, output_fired_time: 2.3728401661, propagate_forward_time: 85.4345245361, propagate_backward_time: 134.2670288086, weight_update_time: 0.2549020648, other_time: 4.2134552002
epoch time: 18.7594032288s, input_fired_time: 0.3177991211, output_fired_time: 0.0000000000, propagate_forward_time: 17.6687908173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7728137970
validation[          , genome  6817] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       804.53534, best error:       730.36145 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 231.8311767578s, input_fired_time: 2.4726796150, output_fired_time: 2.4026422501, propagate_forward_time: 86.3461532593, propagate_backward_time: 136.3559265137, weight_update_time: 0.2575403750, other_time: 4.2537536621
epoch time: 18.4357223511s, input_fired_time: 0.3167556226, output_fired_time: 0.0000000000, propagate_forward_time: 17.3462829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726840973
validation[          , genome  6817] predictions:    9734/  10000 (97.34%), best:    9776/10000 (97.76%), error:       833.36188, best error:       730.36145 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 230.1060333252s, input_fired_time: 2.4582064152, output_fired_time: 2.4026677608, propagate_forward_time: 85.5721664429, propagate_backward_time: 135.4549102783, weight_update_time: 0.2543536723, other_time: 4.2180938721
epoch time: 17.7850971222s, input_fired_time: 0.3049615622, output_fired_time: 0.0000000000, propagate_forward_time: 16.7232112885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7569236755
validation[          , genome  6817] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       883.54163, best error:       730.36145 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 230.4950561523s, input_fired_time: 2.4470343590, output_fired_time: 2.3936133385, propagate_forward_time: 85.0926284790, propagate_backward_time: 136.2173004150, weight_update_time: 0.2563513517, other_time: 4.3444671631
epoch time: 17.8779010773s, input_fired_time: 0.3068749905, output_fired_time: 0.0000000000, propagate_forward_time: 16.8227691650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7482566833
validation[          , genome  6817] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       900.26898, best error:       730.36145 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 228.8360443115s, input_fired_time: 2.4636814594, output_fired_time: 2.3735573292, propagate_forward_time: 84.8457717896, propagate_backward_time: 134.9053649902, weight_update_time: 0.2566937804, other_time: 4.2476806641
epoch time: 18.4259395599s, input_fired_time: 0.3134855926, output_fired_time: 0.0000000000, propagate_forward_time: 17.3413124084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7711410522
validation[          , genome  6817] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       810.38428, best error:       730.36145 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 227.7057952881s, input_fired_time: 2.4368629456, output_fired_time: 2.3529646397, propagate_forward_time: 84.5501632690, propagate_backward_time: 134.1597595215, weight_update_time: 0.2524338663, other_time: 4.2060546875
epoch time: 18.1565475464s, input_fired_time: 0.3093437254, output_fired_time: 0.0000000000, propagate_forward_time: 17.1139335632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332706451
validation[          , genome  6817] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       758.14063, best error:       730.36145 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 231.9026336670s, input_fired_time: 2.4763491154, output_fired_time: 2.4020118713, propagate_forward_time: 86.3025588989, propagate_backward_time: 136.4159393311, weight_update_time: 0.2581930459, other_time: 4.3057708740
epoch time: 18.5085105896s, input_fired_time: 0.3140864968, output_fired_time: 0.0000000000, propagate_forward_time: 17.4228153229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7716083527
validation[          , genome  6817] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       830.13568, best error:       730.36145 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 231.8582916260s, input_fired_time: 2.4741075039, output_fired_time: 2.3854944706, propagate_forward_time: 86.5975418091, propagate_backward_time: 136.1545257568, weight_update_time: 0.2570703924, other_time: 4.2466278076
epoch time: 18.0904693604s, input_fired_time: 0.3103823662, output_fired_time: 0.0000000000, propagate_forward_time: 16.9943141937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7857723236
validation[          , genome  6817] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       820.87994, best error:       730.36145 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 231.4515838623s, input_fired_time: 2.4767401218, output_fired_time: 2.4130091667, propagate_forward_time: 86.3141403198, propagate_backward_time: 135.9486999512, weight_update_time: 0.2566528022, other_time: 4.2989807129
epoch time: 18.7414207458s, input_fired_time: 0.3167399168, output_fired_time: 0.0000000000, propagate_forward_time: 17.6826763153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7420043945
validation[          , genome  6817] predictions:    9780/  10000 (97.80%), best:    9776/10000 (97.76%), error:       738.13501, best error:       730.36145 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 231.8203430176s, input_fired_time: 2.4810230732, output_fired_time: 2.4024770260, propagate_forward_time: 86.4317550659, propagate_backward_time: 136.2147064209, weight_update_time: 0.2582488954, other_time: 4.2903900146
epoch time: 17.7411003113s, input_fired_time: 0.3049237430, output_fired_time: 0.0000000000, propagate_forward_time: 16.6936664581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7425098419
validation[          , genome  6817] predictions:    9717/  10000 (97.17%), best:    9776/10000 (97.76%), error:       957.87738, best error:       730.36145 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 229.8082885742s, input_fired_time: 2.4708046913, output_fired_time: 2.3857424259, propagate_forward_time: 85.8289642334, propagate_backward_time: 134.8462677002, weight_update_time: 0.2569856644, other_time: 4.2765045166
epoch time: 18.4657173157s, input_fired_time: 0.3144515455, output_fired_time: 0.0000000000, propagate_forward_time: 17.3796138763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7716522217
validation[          , genome  6817] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       966.29663, best error:       730.36145 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 232.3164978027s, input_fired_time: 2.4801919460, output_fired_time: 2.4105789661, propagate_forward_time: 86.4525451660, propagate_backward_time: 136.6628570557, weight_update_time: 0.2588372827, other_time: 4.3103179932
epoch time: 17.9257698059s, input_fired_time: 0.3097083569, output_fired_time: 0.0000000000, propagate_forward_time: 16.8204860687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7955760956
validation[          , genome  6817] predictions:    9661/  10000 (96.61%), best:    9776/10000 (97.76%), error:      1128.72559, best error:       730.36145 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 232.8881225586s, input_fired_time: 2.4858012199, output_fired_time: 2.4232792854, propagate_forward_time: 86.7419967651, propagate_backward_time: 136.9475708008, weight_update_time: 0.2576161027, other_time: 4.2894897461
epoch time: 18.0805072784s, input_fired_time: 0.3118720353, output_fired_time: 0.0000000000, propagate_forward_time: 17.0331535339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354812622
validation[          , genome  6817] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       794.05743, best error:       730.36145 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 228.2966613770s, input_fired_time: 2.4497163296, output_fired_time: 2.3764426708, propagate_forward_time: 84.7440643311, propagate_backward_time: 134.5293426514, weight_update_time: 0.2545660734, other_time: 4.1970825195
epoch time: 18.1455230713s, input_fired_time: 0.3095574081, output_fired_time: 0.0000000000, propagate_forward_time: 17.1018829346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7340831757
validation[          , genome  6817] predictions:    9721/  10000 (97.21%), best:    9776/10000 (97.76%), error:       983.99225, best error:       730.36145 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 231.6349182129s, input_fired_time: 2.4760510921, output_fired_time: 2.4069886208, propagate_forward_time: 86.0295562744, propagate_backward_time: 136.3931884766, weight_update_time: 0.2587677538, other_time: 4.3291473389
epoch time: 18.6074752808s, input_fired_time: 0.3151385486, output_fired_time: 0.0000000000, propagate_forward_time: 17.5205345154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7718029022
validation[          , genome  6817] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       809.12817, best error:       730.36145 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 230.3679046631s, input_fired_time: 2.4783809185, output_fired_time: 2.3786535263, propagate_forward_time: 85.7607803345, propagate_backward_time: 135.4436645508, weight_update_time: 0.2566121519, other_time: 4.3064270020
epoch time: 18.2168178558s, input_fired_time: 0.3144672513, output_fired_time: 0.0000000000, propagate_forward_time: 17.1050128937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7973384857
validation[          , genome  6817] predictions:    9721/  10000 (97.21%), best:    9776/10000 (97.76%), error:       955.37347, best error:       730.36145 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 223.6637268066s, input_fired_time: 2.4338591099, output_fired_time: 2.3173873425, propagate_forward_time: 83.6313934326, propagate_backward_time: 131.1388244629, weight_update_time: 0.2481787205, other_time: 4.1422729492
epoch time: 17.2701454163s, input_fired_time: 0.3011163473, output_fired_time: 0.0000000000, propagate_forward_time: 16.2421436310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7268848419
validation[          , genome  6817] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       871.34131, best error:       730.36145 on epoch:    64, 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: 90.2204742432s, input_fired_time: 1.5288507938, output_fired_time: 0.0000000000, propagate_forward_time: 84.8775939941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8140258789
best training[          , genome  6817] predictions:   49642/  50000 (99.28%), best:    9776/10000 (97.76%), error:      1490.44788, best error:       730.36145 on epoch:    64, 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: 18.0147361755s, input_fired_time: 0.3054005802, output_fired_time: 0.0000000000, propagate_forward_time: 16.9506912231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7586441040
   testing[          , genome  6817] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       687.10364, best error:       730.36145 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:00:05 (4948): called boinc_finish(0)

</stderr_txt>
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