Nameexact_genome_1512568488_42_6683_1
Workunit2604640
Created7 Dec 2017, 21:13:23 UTC
Sent7 Dec 2017, 21:18:58 UTC
Report deadline13 Dec 2017, 23:35:28 UTC
Received9 Dec 2017, 3:45:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 9 min 50 sec
CPU time3 hours 9 min 25 sec
Validate stateValid
Credit1,523.70
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.39 MB
Peak swap size159.09 MB
Peak disk usage2.01 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.8242635727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673713684
validation[          , genome  6683] predictions:    9612/  10000 (96.12%), best:    9620/10000 (96.20%), error:      1275.52710, best error:      1187.24146 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.4305267334s, input_fired_time: 1.3657598495, output_fired_time: 1.2893224955, propagate_forward_time: 38.9479370117, propagate_backward_time: 58.5886802673, weight_update_time: 0.1587369293, other_time: 3.2388267517
epoch time: 8.6341552734s, input_fired_time: 0.1767326742, output_fired_time: 0.0000000000, propagate_forward_time: 7.8789672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784549713
validation[          , genome  6683] predictions:    9578/  10000 (95.78%), best:    9620/10000 (96.20%), error:      1370.51404, best error:      1187.24146 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 103.0807495117s, input_fired_time: 1.3653550148, output_fired_time: 1.2870508432, propagate_forward_time: 38.7887992859, propagate_backward_time: 58.4151000977, weight_update_time: 0.1579888761, other_time: 3.2244453430
epoch time: 8.5577735901s, input_fired_time: 0.1685478538, output_fired_time: 0.0000000000, propagate_forward_time: 7.8252735138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639524460
validation[          , genome  6683] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1125.58203, best error:      1125.58203 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 103.2814254761s, input_fired_time: 1.3631627560, output_fired_time: 1.2873489857, propagate_forward_time: 38.8866996765, propagate_backward_time: 58.4740524292, weight_update_time: 0.1593917757, other_time: 3.2701683044
epoch time: 8.5900630951s, input_fired_time: 0.1689252108, output_fired_time: 0.0000000000, propagate_forward_time: 7.8533997536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677380562
validation[          , genome  6683] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1043.32935, best error:      1043.32935 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.3656158447s, input_fired_time: 1.3635423183, output_fired_time: 1.2899891138, propagate_forward_time: 38.8888740540, propagate_backward_time: 58.5751991272, weight_update_time: 0.1593718082, other_time: 3.2480163574
epoch time: 8.5987672806s, input_fired_time: 0.1715318263, output_fired_time: 0.0000000000, propagate_forward_time: 7.8518080711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754275322
validation[          , genome  6683] predictions:    9628/  10000 (96.28%), best:    9696/10000 (96.96%), error:      1240.37439, best error:      1043.32935 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.3493270874s, input_fired_time: 1.3657058477, output_fired_time: 1.2870283127, propagate_forward_time: 38.9667472839, propagate_backward_time: 58.4742660522, weight_update_time: 0.1605781168, other_time: 3.2555809021
epoch time: 8.6116514206s, input_fired_time: 0.1689415723, output_fired_time: 0.0000000000, propagate_forward_time: 7.8764176369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662922859
validation[          , genome  6683] predictions:    9510/  10000 (95.10%), best:    9696/10000 (96.96%), error:      1595.27014, best error:      1043.32935 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.6569290161s, input_fired_time: 1.3725130558, output_fired_time: 1.2977262735, propagate_forward_time: 38.9592361450, propagate_backward_time: 58.7102317810, weight_update_time: 0.1627504975, other_time: 3.3172187805
epoch time: 8.5072374344s, input_fired_time: 0.1667241305, output_fired_time: 0.0000000000, propagate_forward_time: 7.7826757431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578374863
validation[          , genome  6683] predictions:    9654/  10000 (96.54%), best:    9696/10000 (96.96%), error:      1246.28442, best error:      1043.32935 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.8232498169s, input_fired_time: 1.3567316532, output_fired_time: 1.2832773924, propagate_forward_time: 38.7650909424, propagate_backward_time: 58.2069854736, weight_update_time: 0.1577441543, other_time: 3.2111587524
epoch time: 8.3499631882s, input_fired_time: 0.1647134721, output_fired_time: 0.0000000000, propagate_forward_time: 7.6315469742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537023544
validation[          , genome  6683] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1095.36218, best error:      1043.32935 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.1253051758s, input_fired_time: 1.3703830242, output_fired_time: 1.2873725891, propagate_forward_time: 38.7265777588, propagate_backward_time: 58.4481811523, weight_update_time: 0.1601054817, other_time: 3.2927856445
epoch time: 8.0445117950s, input_fired_time: 0.1598459035, output_fired_time: 0.0000000000, propagate_forward_time: 7.3406567574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440092087
validation[          , genome  6683] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1075.16968, best error:      1043.32935 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 102.9908370972s, input_fired_time: 1.3633339405, output_fired_time: 1.2858679295, propagate_forward_time: 38.7864646912, propagate_backward_time: 58.2815895081, weight_update_time: 0.1607860178, other_time: 3.2735824585
epoch time: 8.5842294693s, input_fired_time: 0.1699497253, output_fired_time: 0.0000000000, propagate_forward_time: 7.8492383957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650415421
validation[          , genome  6683] predictions:    9645/  10000 (96.45%), best:    9696/10000 (96.96%), error:      1130.37048, best error:      1043.32935 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.5653533936s, input_fired_time: 1.3778557777, output_fired_time: 1.2971104383, propagate_forward_time: 38.9736099243, propagate_backward_time: 58.5967140198, weight_update_time: 0.1612211913, other_time: 3.3200645447
epoch time: 8.6228523254s, input_fired_time: 0.1744563282, output_fired_time: 0.0000000000, propagate_forward_time: 7.8660354614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823602676
validation[          , genome  6683] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1173.30835, best error:      1043.32935 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.5481109619s, input_fired_time: 1.3761422634, output_fired_time: 1.2965700626, propagate_forward_time: 38.9994697571, propagate_backward_time: 58.5881080627, weight_update_time: 0.1604321599, other_time: 3.2878189087
epoch time: 8.3477449417s, input_fired_time: 0.1656663567, output_fired_time: 0.0000000000, propagate_forward_time: 7.6277389526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543394089
validation[          , genome  6683] predictions:    9651/  10000 (96.51%), best:    9696/10000 (96.96%), error:      1156.29041, best error:      1043.32935 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.6095046997s, input_fired_time: 1.3810693026, output_fired_time: 1.2988839149, propagate_forward_time: 38.9625473022, propagate_backward_time: 58.6262702942, weight_update_time: 0.1625472754, other_time: 3.3407325745
epoch time: 8.4363250732s, input_fired_time: 0.1691688895, output_fired_time: 0.0000000000, propagate_forward_time: 7.7005796432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665769577
validation[          , genome  6683] predictions:    9628/  10000 (96.28%), best:    9696/10000 (96.96%), error:      1213.83862, best error:      1043.32935 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.2297286987s, input_fired_time: 1.3756912947, output_fired_time: 1.2948645353, propagate_forward_time: 38.9103889465, propagate_backward_time: 58.3961448669, weight_update_time: 0.1592172682, other_time: 3.2526397705
epoch time: 8.5842046738s, input_fired_time: 0.1727216840, output_fired_time: 0.0000000000, propagate_forward_time: 7.8267807961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847020149
validation[          , genome  6683] predictions:    9607/  10000 (96.07%), best:    9696/10000 (96.96%), error:      1241.98779, best error:      1043.32935 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.4459533691s, input_fired_time: 1.3782297373, output_fired_time: 1.2942874432, propagate_forward_time: 38.8787193298, propagate_backward_time: 58.5682182312, weight_update_time: 0.1625918150, other_time: 3.3264999390
epoch time: 8.3019924164s, input_fired_time: 0.1659868062, output_fired_time: 0.0000000000, propagate_forward_time: 7.5774188042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585865974
validation[          , genome  6683] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:       994.07813, best error:       994.07813 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 104.0090866089s, input_fired_time: 1.3859404325, output_fired_time: 1.3042538166, propagate_forward_time: 39.1180572510, propagate_backward_time: 58.8411827087, weight_update_time: 0.1632752866, other_time: 3.3596534729
epoch time: 8.5119438171s, input_fired_time: 0.1715830117, output_fired_time: 0.0000000000, propagate_forward_time: 7.7742486000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661120415
validation[          , genome  6683] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       988.15540, best error:       988.15540 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 103.6727600098s, input_fired_time: 1.3793658018, output_fired_time: 1.2952579260, propagate_forward_time: 38.9754371643, propagate_backward_time: 58.7102394104, weight_update_time: 0.1615703553, other_time: 3.3124618530
epoch time: 8.4484071732s, input_fired_time: 0.1652244478, output_fired_time: 0.0000000000, propagate_forward_time: 7.7321448326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510382652
validation[          , genome  6683] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       984.04346, best error:       984.04346 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 104.0993118286s, input_fired_time: 1.3829253912, output_fired_time: 1.3038212061, propagate_forward_time: 39.2002067566, propagate_backward_time: 58.8896560669, weight_update_time: 0.1626194268, other_time: 3.3227043152
epoch time: 8.5839700699s, input_fired_time: 0.1715947539, output_fired_time: 0.0000000000, propagate_forward_time: 7.8388051987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735702515
validation[          , genome  6683] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       920.73920, best error:       920.73920 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 103.1446456909s, input_fired_time: 1.3790638447, output_fired_time: 1.2971946001, propagate_forward_time: 38.7023963928, propagate_backward_time: 58.4559173584, weight_update_time: 0.1617121845, other_time: 3.3100700378
epoch time: 8.5980348587s, input_fired_time: 0.1726376712, output_fired_time: 0.0000000000, propagate_forward_time: 7.8414564133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839405060
validation[          , genome  6683] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       947.97681, best error:       920.73920 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.7511749268s, input_fired_time: 1.3838032484, output_fired_time: 1.2901698351, propagate_forward_time: 38.5836181641, propagate_backward_time: 58.1428070068, weight_update_time: 0.1624898911, other_time: 3.3507766724
epoch time: 8.5726127625s, input_fired_time: 0.1722849756, output_fired_time: 0.0000000000, propagate_forward_time: 7.8229565620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773711205
validation[          , genome  6683] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       891.11615, best error:       891.11615 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.8784942627s, input_fired_time: 1.3903820515, output_fired_time: 1.2989493608, propagate_forward_time: 39.1053619385, propagate_backward_time: 58.7202453613, weight_update_time: 0.1639102101, other_time: 3.3635559082
epoch time: 8.6620321274s, input_fired_time: 0.1792148054, output_fired_time: 0.0000000000, propagate_forward_time: 7.8919463158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908713341
validation[          , genome  6683] predictions:    9675/  10000 (96.75%), best:    9729/10000 (97.29%), error:      1055.94885, best error:       891.11615 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.9495315552s, input_fired_time: 1.3911775351, output_fired_time: 1.3088278770, propagate_forward_time: 39.0149383545, propagate_backward_time: 58.8739662170, weight_update_time: 0.1633628905, other_time: 3.3606224060
epoch time: 8.6214475632s, input_fired_time: 0.1784432828, output_fired_time: 0.0000000000, propagate_forward_time: 7.8434996605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995049477
validation[          , genome  6683] predictions:    9691/  10000 (96.91%), best:    9729/10000 (97.29%), error:      1014.71661, best error:       891.11615 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 102.8431777954s, input_fired_time: 1.3826378584, output_fired_time: 1.2893277407, propagate_forward_time: 38.5976905823, propagate_backward_time: 58.2554244995, weight_update_time: 0.1623659879, other_time: 3.3180961609
epoch time: 8.5799865723s, input_fired_time: 0.1743897796, output_fired_time: 0.0000000000, propagate_forward_time: 7.8229112625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826854706
validation[          , genome  6683] predictions:    9715/  10000 (97.15%), best:    9729/10000 (97.29%), error:       907.82239, best error:       891.11615 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 103.5509185791s, input_fired_time: 1.3804479837, output_fired_time: 1.2914980650, propagate_forward_time: 38.9205932617, propagate_backward_time: 58.6313400269, weight_update_time: 0.1617634147, other_time: 3.3270416260
epoch time: 8.5139932632s, input_fired_time: 0.1717616767, output_fired_time: 0.0000000000, propagate_forward_time: 7.7686309814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736007690
validation[          , genome  6683] predictions:    9688/  10000 (96.88%), best:    9729/10000 (97.29%), error:      1026.78430, best error:       891.11615 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.2709197998s, input_fired_time: 1.3770346642, output_fired_time: 1.3048552275, propagate_forward_time: 39.2777061462, propagate_backward_time: 59.0266036987, weight_update_time: 0.1613209844, other_time: 3.2847175598
epoch time: 8.6112918854s, input_fired_time: 0.1736325175, output_fired_time: 0.0000000000, propagate_forward_time: 7.8534727097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841865540
validation[          , genome  6683] predictions:    9615/  10000 (96.15%), best:    9729/10000 (97.29%), error:      1248.59021, best error:       891.11615 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 103.1640930176s, input_fired_time: 1.3770188093, output_fired_time: 1.2908987999, propagate_forward_time: 38.9034576416, propagate_backward_time: 58.2960090637, weight_update_time: 0.1615729034, other_time: 3.2967033386
epoch time: 8.2988471985s, input_fired_time: 0.1694172323, output_fired_time: 0.0000000000, propagate_forward_time: 7.5650844574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643453598
validation[          , genome  6683] predictions:    9724/  10000 (97.24%), best:    9729/10000 (97.29%), error:       910.35419, best error:       891.11615 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 103.4492645264s, input_fired_time: 1.3870189190, output_fired_time: 1.2987577915, propagate_forward_time: 38.9454765320, propagate_backward_time: 58.5183105469, weight_update_time: 0.1610066146, other_time: 3.2997016907
epoch time: 8.4170799255s, input_fired_time: 0.1648870558, output_fired_time: 0.0000000000, propagate_forward_time: 7.7002558708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519366264
validation[          , genome  6683] predictions:    9636/  10000 (96.36%), best:    9729/10000 (97.29%), error:      1216.20093, best error:       891.11615 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.8901596069s, input_fired_time: 1.3944835663, output_fired_time: 1.3050255775, propagate_forward_time: 39.0379104614, propagate_backward_time: 58.7761383057, weight_update_time: 0.1645573825, other_time: 3.3766021729
epoch time: 8.3635530472s, input_fired_time: 0.1709865332, output_fired_time: 0.0000000000, propagate_forward_time: 7.6073360443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852308273
validation[          , genome  6683] predictions:    9701/  10000 (97.01%), best:    9729/10000 (97.29%), error:       964.53003, best error:       891.11615 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.2902069092s, input_fired_time: 1.3877444267, output_fired_time: 1.2982101440, propagate_forward_time: 38.8291397095, propagate_backward_time: 58.4711380005, weight_update_time: 0.1607634574, other_time: 3.3039779663
epoch time: 8.5309600830s, input_fired_time: 0.1736699194, output_fired_time: 0.0000000000, propagate_forward_time: 7.7780723572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792179108
validation[          , genome  6683] predictions:    9699/  10000 (96.99%), best:    9729/10000 (97.29%), error:       922.01477, best error:       891.11615 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.8322601318s, input_fired_time: 1.3894047737, output_fired_time: 1.2985638380, propagate_forward_time: 39.0296363831, propagate_backward_time: 58.7790069580, weight_update_time: 0.1628452241, other_time: 3.3356513977
epoch time: 8.5886878967s, input_fired_time: 0.1808767915, output_fired_time: 0.0000000000, propagate_forward_time: 7.8090801239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987310410
validation[          , genome  6683] predictions:    9700/  10000 (97.00%), best:    9729/10000 (97.29%), error:       969.86298, best error:       891.11615 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.4574356079s, input_fired_time: 1.4021999836, output_fired_time: 1.2999950647, propagate_forward_time: 38.8360862732, propagate_backward_time: 58.5105781555, weight_update_time: 0.1651543528, other_time: 3.4085769653
epoch time: 8.5850553513s, input_fired_time: 0.1760461330, output_fired_time: 0.0000000000, propagate_forward_time: 7.8282527924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807561874
validation[          , genome  6683] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       868.70831, best error:       868.70831 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 102.9388275146s, input_fired_time: 1.3871489763, output_fired_time: 1.2904450893, propagate_forward_time: 38.6057281494, propagate_backward_time: 58.3351821899, weight_update_time: 0.1620101631, other_time: 3.3203277588
epoch time: 8.5505695343s, input_fired_time: 0.1717714369, output_fired_time: 0.0000000000, propagate_forward_time: 7.8186407089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601577759
validation[          , genome  6683] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1079.99280, best error:       868.70831 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 104.0633773804s, input_fired_time: 1.3977864981, output_fired_time: 1.3056875467, propagate_forward_time: 39.1659927368, propagate_backward_time: 58.8181152344, weight_update_time: 0.1652890295, other_time: 3.3757934570
epoch time: 8.5832872391s, input_fired_time: 0.1761059463, output_fired_time: 0.0000000000, propagate_forward_time: 7.8191032410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880784988
validation[          , genome  6683] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1003.86938, best error:       868.70831 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.0140838623s, input_fired_time: 1.3911087513, output_fired_time: 1.2954883575, propagate_forward_time: 38.6722259521, propagate_backward_time: 58.2916374207, weight_update_time: 0.1639941633, other_time: 3.3636283875
epoch time: 8.5631790161s, input_fired_time: 0.1712153554, output_fired_time: 0.0000000000, propagate_forward_time: 7.8232660294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686979294
validation[          , genome  6683] predictions:    9607/  10000 (96.07%), best:    9730/10000 (97.30%), error:      1221.32568, best error:       868.70831 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.6920242310s, input_fired_time: 1.4023438692, output_fired_time: 1.3025569916, propagate_forward_time: 38.9195289612, propagate_backward_time: 58.6766624451, weight_update_time: 0.1651266813, other_time: 3.3909301758
epoch time: 8.2914638519s, input_fired_time: 0.1724620759, output_fired_time: 0.0000000000, propagate_forward_time: 7.5537633896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652379990
validation[          , genome  6683] predictions:    9674/  10000 (96.74%), best:    9730/10000 (97.30%), error:      1073.17041, best error:       868.70831 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.5744018555s, input_fired_time: 1.3915860653, output_fired_time: 1.2944695950, propagate_forward_time: 38.8974151611, propagate_backward_time: 58.6639747620, weight_update_time: 0.1626204401, other_time: 3.3269538879
epoch time: 8.5573873520s, input_fired_time: 0.1746857017, output_fired_time: 0.0000000000, propagate_forward_time: 7.8039183617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787835121
validation[          , genome  6683] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       838.97577, best error:       838.97577 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 103.8952636719s, input_fired_time: 1.4064414501, output_fired_time: 1.3033819199, propagate_forward_time: 38.9331359863, propagate_backward_time: 58.8301353455, weight_update_time: 0.1675131470, other_time: 3.4221687317
epoch time: 8.5658006668s, input_fired_time: 0.1743058115, output_fired_time: 0.0000000000, propagate_forward_time: 7.8113059998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801887512
validation[          , genome  6683] predictions:    9650/  10000 (96.50%), best:    9740/10000 (97.40%), error:      1132.26367, best error:       838.97577 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.8799896240s, input_fired_time: 1.3964430094, output_fired_time: 1.2982745171, propagate_forward_time: 39.0202903748, propagate_backward_time: 58.8006629944, weight_update_time: 0.1636731476, other_time: 3.3643188477
epoch time: 8.2489957809s, input_fired_time: 0.1657005847, output_fired_time: 0.0000000000, propagate_forward_time: 7.5312805176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520143509
validation[          , genome  6683] predictions:    9658/  10000 (96.58%), best:    9740/10000 (97.40%), error:      1140.95422, best error:       838.97577 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.1263809204s, input_fired_time: 1.3808252811, output_fired_time: 1.2876496315, propagate_forward_time: 38.7145843506, propagate_backward_time: 58.4687423706, weight_update_time: 0.1597839892, other_time: 3.2745742798
epoch time: 8.2669458389s, input_fired_time: 0.1657968611, output_fired_time: 0.0000000000, propagate_forward_time: 7.5573906898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437579155
validation[          , genome  6683] predictions:    9704/  10000 (97.04%), best:    9740/10000 (97.40%), error:       933.04016, best error:       838.97577 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.5125732422s, input_fired_time: 1.4036203623, output_fired_time: 1.2989447117, propagate_forward_time: 38.8549804688, propagate_backward_time: 58.5874176025, weight_update_time: 0.1638523340, other_time: 3.3676147461
epoch time: 8.6513805389s, input_fired_time: 0.1741609126, output_fired_time: 0.0000000000, propagate_forward_time: 7.9031739235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740456581
validation[          , genome  6683] predictions:    9674/  10000 (96.74%), best:    9740/10000 (97.40%), error:      1077.25293, best error:       838.97577 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 102.7138824463s, input_fired_time: 1.3823571205, output_fired_time: 1.2857301235, propagate_forward_time: 38.5451240540, propagate_backward_time: 58.1960182190, weight_update_time: 0.1605842710, other_time: 3.3046569824
epoch time: 8.0933856964s, input_fired_time: 0.1684397906, output_fired_time: 0.0000000000, propagate_forward_time: 7.3586769104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662689209
validation[          , genome  6683] predictions:    9687/  10000 (96.87%), best:    9740/10000 (97.40%), error:      1011.30847, best error:       838.97577 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.3204421997s, input_fired_time: 1.4018536806, output_fired_time: 1.2925717831, propagate_forward_time: 38.8232460022, propagate_backward_time: 58.4806060791, weight_update_time: 0.1625626236, other_time: 3.3221626282
epoch time: 8.5945377350s, input_fired_time: 0.1743718535, output_fired_time: 0.0000000000, propagate_forward_time: 7.8477005959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724654198
validation[          , genome  6683] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       886.88763, best error:       838.97577 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.9734878540s, input_fired_time: 1.4080082178, output_fired_time: 1.3087389469, propagate_forward_time: 39.0985679626, propagate_backward_time: 58.7764930725, weight_update_time: 0.1656396836, other_time: 3.3816833496
epoch time: 8.5382223129s, input_fired_time: 0.1723131090, output_fired_time: 0.0000000000, propagate_forward_time: 7.7998018265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661077499
validation[          , genome  6683] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       982.27979, best error:       838.97577 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 104.1812744141s, input_fired_time: 1.4087361097, output_fired_time: 1.3075534105, propagate_forward_time: 39.0777015686, propagate_backward_time: 58.9796409607, weight_update_time: 0.1658850014, other_time: 3.4076385498
epoch time: 8.5977087021s, input_fired_time: 0.1772876978, output_fired_time: 0.0000000000, propagate_forward_time: 7.8345775604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858430862
validation[          , genome  6683] predictions:    9667/  10000 (96.67%), best:    9740/10000 (97.40%), error:      1057.02478, best error:       838.97577 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 103.7620697021s, input_fired_time: 1.3981475830, output_fired_time: 1.3000677824, propagate_forward_time: 38.9855232239, propagate_backward_time: 58.7303237915, weight_update_time: 0.1646658778, other_time: 3.3480110168
epoch time: 8.5725278854s, input_fired_time: 0.1709301323, output_fired_time: 0.0000000000, propagate_forward_time: 7.8443851471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572128296
validation[          , genome  6683] predictions:    9634/  10000 (96.34%), best:    9740/10000 (97.40%), error:      1165.29236, best error:       838.97577 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.2172012329s, input_fired_time: 1.4035339355, output_fired_time: 1.3028656244, propagate_forward_time: 39.1846733093, propagate_backward_time: 58.9837226868, weight_update_time: 0.1625093222, other_time: 3.3424072266
epoch time: 8.3358583450s, input_fired_time: 0.1723161489, output_fired_time: 0.0000000000, propagate_forward_time: 7.6028747559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606670380
validation[          , genome  6683] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       986.84613, best error:       838.97577 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.7143325806s, input_fired_time: 1.4015741348, output_fired_time: 1.2960687876, propagate_forward_time: 38.9136962891, propagate_backward_time: 58.7625846863, weight_update_time: 0.1624207795, other_time: 3.3404121399
epoch time: 7.9590220451s, input_fired_time: 0.1673912406, output_fired_time: 0.0000000000, propagate_forward_time: 7.2331433296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584874153
validation[          , genome  6683] predictions:    9722/  10000 (97.22%), best:    9740/10000 (97.40%), error:       886.44653, best error:       838.97577 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.5959777832s, input_fired_time: 1.3949041367, output_fired_time: 1.2933653593, propagate_forward_time: 38.9509963989, propagate_backward_time: 58.6191024780, weight_update_time: 0.1629516929, other_time: 3.3376083374
epoch time: 8.6217775345s, input_fired_time: 0.1809577197, output_fired_time: 0.0000000000, propagate_forward_time: 7.8410611153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997586250
validation[          , genome  6683] predictions:    9714/  10000 (97.14%), best:    9740/10000 (97.40%), error:       927.71613, best error:       838.97577 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 103.6574478149s, input_fired_time: 1.3902759552, output_fired_time: 1.2957242727, propagate_forward_time: 38.9661216736, propagate_backward_time: 58.7238273621, weight_update_time: 0.1613860279, other_time: 3.2815017700
epoch time: 8.5835266113s, input_fired_time: 0.1783998013, output_fired_time: 0.0000000000, propagate_forward_time: 7.8178930283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872335434
validation[          , genome  6683] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       967.43634, best error:       838.97577 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 103.9727859497s, input_fired_time: 1.4085294008, output_fired_time: 1.3044052124, propagate_forward_time: 39.0507087708, propagate_backward_time: 58.8295669556, weight_update_time: 0.1644851565, other_time: 3.3795738220
epoch time: 8.5547180176s, input_fired_time: 0.1752560884, output_fired_time: 0.0000000000, propagate_forward_time: 7.8108558655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686063766
validation[          , genome  6683] predictions:    9666/  10000 (96.66%), best:    9740/10000 (97.40%), error:      1066.66089, best error:       838.97577 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.5378341675s, input_fired_time: 1.3841327429, output_fired_time: 1.2748669386, propagate_forward_time: 38.5745086670, propagate_backward_time: 58.0474090576, weight_update_time: 0.1583580375, other_time: 3.2569198608
epoch time: 8.5302324295s, input_fired_time: 0.1740144789, output_fired_time: 0.0000000000, propagate_forward_time: 7.7878966331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683217049
validation[          , genome  6683] predictions:    9734/  10000 (97.34%), best:    9740/10000 (97.40%), error:       878.51941, best error:       838.97577 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 104.1562500000s, input_fired_time: 1.4044554234, output_fired_time: 1.3048316240, propagate_forward_time: 39.0720367432, propagate_backward_time: 59.0178108215, weight_update_time: 0.1634314507, other_time: 3.3571128845
epoch time: 8.6105079651s, input_fired_time: 0.1819571108, output_fired_time: 0.0000000000, propagate_forward_time: 7.8462395668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823111534
validation[          , genome  6683] predictions:    9591/  10000 (95.91%), best:    9740/10000 (97.40%), error:      1276.66211, best error:       838.97577 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 103.6107940674s, input_fired_time: 1.4007126093, output_fired_time: 1.2979445457, propagate_forward_time: 38.8494949341, propagate_backward_time: 58.7353973389, weight_update_time: 0.1620746553, other_time: 3.3272476196
epoch time: 8.4809322357s, input_fired_time: 0.1738214940, output_fired_time: 0.0000000000, propagate_forward_time: 7.7422461510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648646355
validation[          , genome  6683] predictions:    9692/  10000 (96.92%), best:    9740/10000 (97.40%), error:       950.05573, best error:       838.97577 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.4570617676s, input_fired_time: 1.3972678185, output_fired_time: 1.2953488827, propagate_forward_time: 38.9415092468, propagate_backward_time: 58.4933815002, weight_update_time: 0.1622589827, other_time: 3.3295516968
epoch time: 8.6015043259s, input_fired_time: 0.1766609550, output_fired_time: 0.0000000000, propagate_forward_time: 7.8319773674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928664207
validation[          , genome  6683] predictions:    9690/  10000 (96.90%), best:    9740/10000 (97.40%), error:       979.31573, best error:       838.97577 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 104.2214050293s, input_fired_time: 1.4178786278, output_fired_time: 1.3051707745, propagate_forward_time: 39.1357765198, propagate_backward_time: 58.9637641907, weight_update_time: 0.1656530648, other_time: 3.3988189697
epoch time: 8.5721740723s, input_fired_time: 0.1792650074, output_fired_time: 0.0000000000, propagate_forward_time: 7.8054027557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875062943
validation[          , genome  6683] predictions:    9634/  10000 (96.34%), best:    9740/10000 (97.40%), error:      1215.57825, best error:       838.97577 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.9544601440s, input_fired_time: 1.4082254171, output_fired_time: 1.3011149168, propagate_forward_time: 38.9916534424, propagate_backward_time: 58.8796920776, weight_update_time: 0.1639194191, other_time: 3.3737716675
epoch time: 8.5166769028s, input_fired_time: 0.1699973196, output_fired_time: 0.0000000000, propagate_forward_time: 7.7899503708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567293167
validation[          , genome  6683] predictions:    9629/  10000 (96.29%), best:    9740/10000 (97.40%), error:      1228.06628, best error:       838.97577 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.8995437622s, input_fired_time: 1.4045362473, output_fired_time: 1.3001179695, propagate_forward_time: 39.0566520691, propagate_backward_time: 58.7545623779, weight_update_time: 0.1646950841, other_time: 3.3836784363
epoch time: 8.5156955719s, input_fired_time: 0.1732265055, output_fired_time: 0.0000000000, propagate_forward_time: 7.7733421326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691270828
validation[          , genome  6683] predictions:    9696/  10000 (96.96%), best:    9740/10000 (97.40%), error:       997.91272, best error:       838.97577 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 103.4776153564s, input_fired_time: 1.4006836414, output_fired_time: 1.2898906469, propagate_forward_time: 38.8540306091, propagate_backward_time: 58.6258811951, weight_update_time: 0.1613716781, other_time: 3.3071289063
epoch time: 8.5500841141s, input_fired_time: 0.1727175713, output_fired_time: 0.0000000000, propagate_forward_time: 7.8195080757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578589439
validation[          , genome  6683] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       907.36261, best error:       838.97577 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 103.6017608643s, input_fired_time: 1.3966541290, output_fired_time: 1.2957862616, propagate_forward_time: 38.8944664001, propagate_backward_time: 58.7031822205, weight_update_time: 0.1619077474, other_time: 3.3116760254
epoch time: 8.5981473923s, input_fired_time: 0.1770424247, output_fired_time: 0.0000000000, propagate_forward_time: 7.8380365372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830688477
validation[          , genome  6683] predictions:    9735/  10000 (97.35%), best:    9740/10000 (97.40%), error:       881.85077, best error:       838.97577 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 103.3693313599s, input_fired_time: 1.3986072540, output_fired_time: 1.2892396450, propagate_forward_time: 38.8286819458, propagate_backward_time: 58.5346908569, weight_update_time: 0.1614705026, other_time: 3.3181152344
epoch time: 8.4366750717s, input_fired_time: 0.1751685441, output_fired_time: 0.0000000000, propagate_forward_time: 7.6944165230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670895576
validation[          , genome  6683] predictions:    9715/  10000 (97.15%), best:    9740/10000 (97.40%), error:       916.34601, best error:       838.97577 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.3224411011s, input_fired_time: 1.3944191933, output_fired_time: 1.2891225815, propagate_forward_time: 38.7813644409, propagate_backward_time: 58.5695114136, weight_update_time: 0.1617685109, other_time: 3.2880249023
epoch time: 8.6313085556s, input_fired_time: 0.1785170287, output_fired_time: 0.0000000000, propagate_forward_time: 7.8660459518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867452621
validation[          , genome  6683] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:       952.64801, best error:       838.97577 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 104.3267135620s, input_fired_time: 1.4178318977, output_fired_time: 1.3047982454, propagate_forward_time: 39.0467185974, propagate_backward_time: 59.1244926453, weight_update_time: 0.1653714180, other_time: 3.4328689575
epoch time: 8.6058626175s, input_fired_time: 0.1793218851, output_fired_time: 0.0000000000, propagate_forward_time: 7.8326878548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938525200
validation[          , genome  6683] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       830.49860, best error:       830.49860 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.3395996094s, input_fired_time: 1.3989760876, output_fired_time: 1.2909181118, propagate_forward_time: 38.9202690125, propagate_backward_time: 58.4034690857, weight_update_time: 0.1625032127, other_time: 3.3259658813
epoch time: 8.6363563538s, input_fired_time: 0.1777187884, output_fired_time: 0.0000000000, propagate_forward_time: 7.8744573593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841798782
validation[          , genome  6683] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       907.13330, best error:       830.49860 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 101.6543731689s, input_fired_time: 1.3879979849, output_fired_time: 1.2743499279, propagate_forward_time: 38.1066589355, propagate_backward_time: 57.5816764832, weight_update_time: 0.1620264947, other_time: 3.3036842346
epoch time: 8.3207845688s, input_fired_time: 0.1725716591, output_fired_time: 0.0000000000, propagate_forward_time: 7.5852360725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629763603
validation[          , genome  6683] predictions:    9661/  10000 (96.61%), best:    9750/10000 (97.50%), error:      1091.76880, best error:       830.49860 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.4456939697s, input_fired_time: 1.3984528780, output_fired_time: 1.2917762995, propagate_forward_time: 38.8455505371, propagate_backward_time: 58.6226654053, weight_update_time: 0.1611279398, other_time: 3.2872467041
epoch time: 8.3466415405s, input_fired_time: 0.1728445739, output_fired_time: 0.0000000000, propagate_forward_time: 7.6048750877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689215660
validation[          , genome  6683] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       931.00482, best error:       830.49860 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.3774948120s, input_fired_time: 1.4118950367, output_fired_time: 1.2972363234, propagate_forward_time: 38.8096008301, propagate_backward_time: 58.4948120117, weight_update_time: 0.1622169763, other_time: 3.3639526367
epoch time: 8.5676326752s, input_fired_time: 0.1788641214, output_fired_time: 0.0000000000, propagate_forward_time: 7.8104610443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783071518
validation[          , genome  6683] predictions:    9678/  10000 (96.78%), best:    9750/10000 (97.50%), error:      1053.55200, best error:       830.49860 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.5347976685s, input_fired_time: 1.4008045197, output_fired_time: 1.2901029587, propagate_forward_time: 38.8927879333, propagate_backward_time: 58.6154937744, weight_update_time: 0.1634299606, other_time: 3.3356132507
epoch time: 8.5901126862s, input_fired_time: 0.1768990755, output_fired_time: 0.0000000000, propagate_forward_time: 7.8274435997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857701302
validation[          , genome  6683] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1018.71198, best error:       830.49860 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.2275390625s, input_fired_time: 1.3943798542, output_fired_time: 1.2901128531, propagate_forward_time: 38.6910667419, propagate_backward_time: 58.5610771179, weight_update_time: 0.1596017033, other_time: 3.2909011841
epoch time: 8.5623388290s, input_fired_time: 0.1770337373, output_fired_time: 0.0000000000, propagate_forward_time: 7.8174142838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5678911209
validation[          , genome  6683] predictions:    9617/  10000 (96.17%), best:    9750/10000 (97.50%), error:      1230.56116, best error:       830.49860 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.4090728760s, input_fired_time: 1.4058531523, output_fired_time: 1.2954441309, propagate_forward_time: 38.7823867798, propagate_backward_time: 58.5964660645, weight_update_time: 0.1621519625, other_time: 3.3289260864
epoch time: 8.4532384872s, input_fired_time: 0.1714130044, output_fired_time: 0.0000000000, propagate_forward_time: 7.7185864449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632386208
validation[          , genome  6683] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       864.67255, best error:       830.49860 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 103.5987777710s, input_fired_time: 1.4037760496, output_fired_time: 1.2943056822, propagate_forward_time: 38.8907089233, propagate_backward_time: 58.7055778503, weight_update_time: 0.1605191827, other_time: 3.3044090271
epoch time: 8.5707883835s, input_fired_time: 0.1782154739, output_fired_time: 0.0000000000, propagate_forward_time: 7.8167519569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758213997
validation[          , genome  6683] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:       988.73694, best error:       830.49860 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.1552276611s, input_fired_time: 1.4058916569, output_fired_time: 1.3009015322, propagate_forward_time: 39.1291046143, propagate_backward_time: 58.9763412476, weight_update_time: 0.1643622965, other_time: 3.3429870605
epoch time: 8.5762853622s, input_fired_time: 0.1738670170, output_fired_time: 0.0000000000, propagate_forward_time: 7.8297214508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726966858
validation[          , genome  6683] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       879.91730, best error:       830.49860 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.4100799561s, input_fired_time: 1.3957309723, output_fired_time: 1.2921506166, propagate_forward_time: 38.8885116577, propagate_backward_time: 58.5583419800, weight_update_time: 0.1603349000, other_time: 3.2753448486
epoch time: 8.5807867050s, input_fired_time: 0.1763926744, output_fired_time: 0.0000000000, propagate_forward_time: 7.8290381432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753560066
validation[          , genome  6683] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       898.78271, best error:       830.49860 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.8960647583s, input_fired_time: 1.4126549959, output_fired_time: 1.3013637066, propagate_forward_time: 39.0708198547, propagate_backward_time: 58.7904052734, weight_update_time: 0.1615861952, other_time: 3.3208198547
epoch time: 8.5352640152s, input_fired_time: 0.1729116589, output_fired_time: 0.0000000000, propagate_forward_time: 7.8032441139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591082573
validation[          , genome  6683] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       878.77429, best error:       830.49860 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.0861282349s, input_fired_time: 1.4152884483, output_fired_time: 1.3027117252, propagate_forward_time: 39.1450424194, propagate_backward_time: 58.8737792969, weight_update_time: 0.1640407443, other_time: 3.3493041992
epoch time: 8.5247516632s, input_fired_time: 0.1793864220, output_fired_time: 0.0000000000, propagate_forward_time: 7.7577452660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876202583
validation[          , genome  6683] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       907.07831, best error:       830.49860 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 104.2623062134s, input_fired_time: 1.4026646614, output_fired_time: 1.3009258509, propagate_forward_time: 39.2046089172, propagate_backward_time: 59.0562973022, weight_update_time: 0.1613911241, other_time: 3.2978096008
epoch time: 8.5781202316s, input_fired_time: 0.1719070971, output_fired_time: 0.0000000000, propagate_forward_time: 7.8575530052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486598015
validation[          , genome  6683] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       942.82111, best error:       830.49860 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.6059951782s, input_fired_time: 1.4039663076, output_fired_time: 1.2967528105, propagate_forward_time: 38.8654174805, propagate_backward_time: 58.7319755554, weight_update_time: 0.1617182642, other_time: 3.3078804016
epoch time: 8.5812568665s, input_fired_time: 0.1770495623, output_fired_time: 0.0000000000, propagate_forward_time: 7.8366317749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675754547
validation[          , genome  6683] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1020.91455, best error:       830.49860 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.5478134155s, input_fired_time: 1.4036362171, output_fired_time: 1.2957352400, propagate_forward_time: 38.8421974182, propagate_backward_time: 58.6895599365, weight_update_time: 0.1618170887, other_time: 3.3166847229
epoch time: 8.5614633560s, input_fired_time: 0.1781002730, output_fired_time: 0.0000000000, propagate_forward_time: 7.8133077621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700550079
validation[          , genome  6683] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       938.54993, best error:       830.49860 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 103.4516220093s, input_fired_time: 1.4094632864, output_fired_time: 1.2938625813, propagate_forward_time: 38.7136383057, propagate_backward_time: 58.6736183167, weight_update_time: 0.1638533622, other_time: 3.3610420227
epoch time: 8.5654621124s, input_fired_time: 0.1759795249, output_fired_time: 0.0000000000, propagate_forward_time: 7.8189692497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705132484
validation[          , genome  6683] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       934.17151, best error:       830.49860 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.6967315674s, input_fired_time: 1.4082787037, output_fired_time: 1.2982853651, propagate_forward_time: 38.9210739136, propagate_backward_time: 58.7443504333, weight_update_time: 0.1628175676, other_time: 3.3247413635
epoch time: 8.3944206238s, input_fired_time: 0.1767424047, output_fired_time: 0.0000000000, propagate_forward_time: 7.6486439705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690340996
validation[          , genome  6683] predictions:    9565/  10000 (95.65%), best:    9750/10000 (97.50%), error:      1434.58691, best error:       830.49860 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.1558761597s, input_fired_time: 1.4100592136, output_fired_time: 1.2872614861, propagate_forward_time: 38.7554740906, propagate_backward_time: 58.3560409546, weight_update_time: 0.1632497162, other_time: 3.3470420837
epoch time: 8.5608873367s, input_fired_time: 0.1775723994, output_fired_time: 0.0000000000, propagate_forward_time: 7.8135766983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697383881
validation[          , genome  6683] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       892.18427, best error:       830.49860 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.1205596924s, input_fired_time: 1.4076788425, output_fired_time: 1.2996052504, propagate_forward_time: 39.1614608765, propagate_backward_time: 58.9584922791, weight_update_time: 0.1616322696, other_time: 3.2933235168
epoch time: 8.6141233444s, input_fired_time: 0.1765872836, output_fired_time: 0.0000000000, propagate_forward_time: 7.8672895432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702466965
validation[          , genome  6683] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       944.45636, best error:       830.49860 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.3471755981s, input_fired_time: 1.3968350887, output_fired_time: 1.2907974720, propagate_forward_time: 38.7902412415, propagate_backward_time: 58.5808944702, weight_update_time: 0.1605647802, other_time: 3.2884101868
epoch time: 8.5491886139s, input_fired_time: 0.1802690625, output_fired_time: 0.0000000000, propagate_forward_time: 7.7906804085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782389641
validation[          , genome  6683] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       866.75983, best error:       830.49860 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.8194503784s, input_fired_time: 1.4066112041, output_fired_time: 1.3011039495, propagate_forward_time: 39.0312652588, propagate_backward_time: 58.7835998535, weight_update_time: 0.1618846804, other_time: 3.2968750000
epoch time: 8.3915243149s, input_fired_time: 0.1794632077, output_fired_time: 0.0000000000, propagate_forward_time: 7.6247353554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873255730
validation[          , genome  6683] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       958.06903, best error:       830.49860 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 102.6817626953s, input_fired_time: 1.3890839815, output_fired_time: 1.2806043625, propagate_forward_time: 38.4805946350, propagate_backward_time: 58.2967453003, weight_update_time: 0.1599196345, other_time: 3.2347373962
epoch time: 8.4391527176s, input_fired_time: 0.1757424772, output_fired_time: 0.0000000000, propagate_forward_time: 7.6886806488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747299194
validation[          , genome  6683] predictions:    9582/  10000 (95.82%), best:    9750/10000 (97.50%), error:      1348.78333, best error:       830.49860 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 103.5628967285s, input_fired_time: 1.4042973518, output_fired_time: 1.2973920107, propagate_forward_time: 38.8931808472, propagate_backward_time: 58.6583671570, weight_update_time: 0.1614269614, other_time: 3.3096580505
epoch time: 8.5239295959s, input_fired_time: 0.1792722195, output_fired_time: 0.0000000000, propagate_forward_time: 7.7699117661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747451782
validation[          , genome  6683] predictions:    9607/  10000 (96.07%), best:    9750/10000 (97.50%), error:      1303.46655, best error:       830.49860 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 102.9304885864s, input_fired_time: 1.3985334635, output_fired_time: 1.2836813927, propagate_forward_time: 38.7095336914, propagate_backward_time: 58.2283363342, weight_update_time: 0.1612370461, other_time: 3.3103981018
epoch time: 8.6021327972s, input_fired_time: 0.1754445136, output_fired_time: 0.0000000000, propagate_forward_time: 7.8558812141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708069801
validation[          , genome  6683] predictions:    9644/  10000 (96.44%), best:    9750/10000 (97.50%), error:      1215.49536, best error:       830.49860 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.3170776367s, input_fired_time: 1.3989659548, output_fired_time: 1.2901816368, propagate_forward_time: 38.8007583618, propagate_backward_time: 58.5503196716, weight_update_time: 0.1604521871, other_time: 3.2768516541
epoch time: 8.5783424377s, input_fired_time: 0.1775283813, output_fired_time: 0.0000000000, propagate_forward_time: 7.8287782669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720357895
validation[          , genome  6683] predictions:    9647/  10000 (96.47%), best:    9750/10000 (97.50%), error:      1164.88391, best error:       830.49860 on epoch:    75, 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: 42.4235572815s, input_fired_time: 0.8655377626, output_fired_time: 0.0000000000, propagate_forward_time: 38.6033935547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9546241760
best training[          , genome  6683] predictions:   49548/  50000 (99.10%), best:    9750/10000 (97.50%), error:      1780.26416, best error:       830.49860 on epoch:    75, 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: 8.5758790970s, input_fired_time: 0.1762232035, output_fired_time: 0.0000000000, propagate_forward_time: 7.8236265182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760297775
   testing[          , genome  6683] predictions:    9799/  10000 (97.99%), best:    9750/10000 (97.50%), error:       709.47498, best error:       830.49860 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:45:19 (3248): called boinc_finish(0)

</stderr_txt>
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