Nameexact_genome_1512568488_41_5763_0
Workunit2600115
Created7 Dec 2017, 16:22:43 UTC
Sent7 Dec 2017, 16:24:39 UTC
Report deadline15 Dec 2017, 20:54:21 UTC
Received7 Dec 2017, 23:59:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 17 min 26 sec
CPU time2 hours 17 min 21 sec
Validate stateValid
Credit2,046.82
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.78 MB
Peak swap size152.45 MB
Peak disk usage1.09 MB

Stderr output

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

epoch time: 74.6536865234s, input_fired_time: 0.9247831106, output_fired_time: 0.5728843808, propagate_forward_time: 28.8277835846, propagate_backward_time: 42.5367279053, weight_update_time: 0.0725910440, other_time: 1.7915115356
epoch time: 6.1801099777s, input_fired_time: 0.0946355313, output_fired_time: 0.0000000000, propagate_forward_time: 5.7718505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136239052
validation[          , genome  5763] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1072.85156, best error:      1000.58380 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.6076812744s, input_fired_time: 0.9215142727, output_fired_time: 0.5782532692, propagate_forward_time: 28.7258090973, propagate_backward_time: 42.5715179443, weight_update_time: 0.0740600079, other_time: 1.8105850220
epoch time: 6.1610708237s, input_fired_time: 0.0947600529, output_fired_time: 0.0000000000, propagate_forward_time: 5.7526412010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136696815
validation[          , genome  5763] predictions:    9623/  10000 (96.23%), best:    9704/10000 (97.04%), error:      1220.35510, best error:      1000.58380 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.8644027710s, input_fired_time: 0.9182115793, output_fired_time: 0.5702019930, propagate_forward_time: 28.8349628448, propagate_backward_time: 42.7611579895, weight_update_time: 0.0728091374, other_time: 1.7798652649
epoch time: 6.1763687134s, input_fired_time: 0.0948299319, output_fired_time: 0.0000000000, propagate_forward_time: 5.7658152580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157234192
validation[          , genome  5763] predictions:    9653/  10000 (96.53%), best:    9704/10000 (97.04%), error:      1098.70618, best error:      1000.58380 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.7229232788s, input_fired_time: 0.9154280424, output_fired_time: 0.5670226812, propagate_forward_time: 28.7975521088, propagate_backward_time: 42.6585388184, weight_update_time: 0.0735062435, other_time: 1.7843780518
epoch time: 6.1232719421s, input_fired_time: 0.0911903381, output_fired_time: 0.0000000000, propagate_forward_time: 5.7277927399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042888641
validation[          , genome  5763] predictions:    9668/  10000 (96.68%), best:    9704/10000 (97.04%), error:      1060.83435, best error:      1000.58380 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.4752960205s, input_fired_time: 0.8999655843, output_fired_time: 0.5610162020, propagate_forward_time: 28.7701854706, propagate_backward_time: 42.5288848877, weight_update_time: 0.0721962452, other_time: 1.7152404785
epoch time: 6.1318492889s, input_fired_time: 0.0919379592, output_fired_time: 0.0000000000, propagate_forward_time: 5.7364621162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034491539
validation[          , genome  5763] predictions:    9646/  10000 (96.46%), best:    9704/10000 (97.04%), error:      1163.21619, best error:      1000.58380 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 74.2915725708s, input_fired_time: 0.8929173946, output_fired_time: 0.5646707416, propagate_forward_time: 28.6647148132, propagate_backward_time: 42.4649581909, weight_update_time: 0.0720964223, other_time: 1.7043113708
epoch time: 6.1255311966s, input_fired_time: 0.0935250148, output_fired_time: 0.0000000000, propagate_forward_time: 5.7290830612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029232025
validation[          , genome  5763] predictions:    9614/  10000 (96.14%), best:    9704/10000 (97.04%), error:      1263.94348, best error:      1000.58380 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 74.5071334839s, input_fired_time: 0.9071039557, output_fired_time: 0.5703227520, propagate_forward_time: 28.7826671600, propagate_backward_time: 42.5347404480, weight_update_time: 0.0721144900, other_time: 1.7122993469
epoch time: 6.1284060478s, input_fired_time: 0.0936830193, output_fired_time: 0.0000000000, propagate_forward_time: 5.7313098907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034129143
validation[          , genome  5763] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       943.39551, best error:       943.39551 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.2596740723s, input_fired_time: 0.9066516161, output_fired_time: 0.5505568385, propagate_forward_time: 28.6591148376, propagate_backward_time: 42.4141197205, weight_update_time: 0.0722565204, other_time: 1.7292251587
epoch time: 6.1386680603s, input_fired_time: 0.0952744558, output_fired_time: 0.0000000000, propagate_forward_time: 5.7341690063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092246056
validation[          , genome  5763] predictions:    9654/  10000 (96.54%), best:    9710/10000 (97.10%), error:      1126.84009, best error:       943.39551 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.7247543335s, input_fired_time: 0.9166730046, output_fired_time: 0.5619630814, propagate_forward_time: 28.7809848785, propagate_backward_time: 42.6738700867, weight_update_time: 0.0727559999, other_time: 1.7912635803
epoch time: 6.2133035660s, input_fired_time: 0.0954374000, output_fired_time: 0.0000000000, propagate_forward_time: 5.8036475182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142185211
validation[          , genome  5763] predictions:    9611/  10000 (96.11%), best:    9710/10000 (97.10%), error:      1294.68298, best error:       943.39551 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.4182434082s, input_fired_time: 0.9049227238, output_fired_time: 0.5559871197, propagate_forward_time: 28.6989822388, propagate_backward_time: 42.5521583557, weight_update_time: 0.0707642213, other_time: 1.7061958313
epoch time: 6.1326398849s, input_fired_time: 0.0937623084, output_fired_time: 0.0000000000, propagate_forward_time: 5.7372055054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016719818
validation[          , genome  5763] predictions:    9709/  10000 (97.09%), best:    9710/10000 (97.10%), error:       951.64227, best error:       943.39551 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 74.5849761963s, input_fired_time: 0.9098203182, output_fired_time: 0.5675878525, propagate_forward_time: 28.7682113647, propagate_backward_time: 42.6300354004, weight_update_time: 0.0710503757, other_time: 1.7093200684
epoch time: 6.1299834251s, input_fired_time: 0.0944289714, output_fired_time: 0.0000000000, propagate_forward_time: 5.7315049171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040494919
validation[          , genome  5763] predictions:    9492/  10000 (94.92%), best:    9710/10000 (97.10%), error:      1709.40515, best error:       943.39551 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.3958511353s, input_fired_time: 0.9047699571, output_fired_time: 0.5640477538, propagate_forward_time: 28.7215614319, propagate_backward_time: 42.4999618530, weight_update_time: 0.0707843304, other_time: 1.7055091858
epoch time: 6.1297087669s, input_fired_time: 0.0931433663, output_fired_time: 0.0000000000, propagate_forward_time: 5.7327451706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038201332
validation[          , genome  5763] predictions:    9537/  10000 (95.37%), best:    9710/10000 (97.10%), error:      1496.51038, best error:       943.39551 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 74.3062896729s, input_fired_time: 0.9101303816, output_fired_time: 0.5603395104, propagate_forward_time: 28.7036800385, propagate_backward_time: 42.4620780945, weight_update_time: 0.0709202439, other_time: 1.6700553894
epoch time: 6.1224522591s, input_fired_time: 0.0950434953, output_fired_time: 0.0000000000, propagate_forward_time: 5.7289476395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984609604
validation[          , genome  5763] predictions:    9620/  10000 (96.20%), best:    9710/10000 (97.10%), error:      1258.58191, best error:       943.39551 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.7521057129s, input_fired_time: 0.9098415375, output_fired_time: 0.5584068298, propagate_forward_time: 28.8304481506, propagate_backward_time: 42.7612724304, weight_update_time: 0.0709279552, other_time: 1.6921386719
epoch time: 6.1283025742s, input_fired_time: 0.0941475257, output_fired_time: 0.0000000000, propagate_forward_time: 5.7303900719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037648201
validation[          , genome  5763] predictions:    9650/  10000 (96.50%), best:    9710/10000 (97.10%), error:      1142.66418, best error:       943.39551 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 74.4334106445s, input_fired_time: 0.9037495852, output_fired_time: 0.5555405617, propagate_forward_time: 28.6744995117, propagate_backward_time: 42.5876808167, weight_update_time: 0.0707737803, other_time: 1.7119407654
epoch time: 6.3525404930s, input_fired_time: 0.0967561677, output_fired_time: 0.0000000000, propagate_forward_time: 5.9355711937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202133179
validation[          , genome  5763] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       909.31055, best error:       909.31055 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 74.6243896484s, input_fired_time: 0.9106196761, output_fired_time: 0.5612940192, propagate_forward_time: 28.7568893433, propagate_backward_time: 42.6924476624, weight_update_time: 0.0710364729, other_time: 1.7031364441
epoch time: 6.1305580139s, input_fired_time: 0.0944702849, output_fired_time: 0.0000000000, propagate_forward_time: 5.7326011658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034863472
validation[          , genome  5763] predictions:    9683/  10000 (96.83%), best:    9724/10000 (97.24%), error:      1073.69568, best error:       909.31055 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 74.8631286621s, input_fired_time: 0.9108858109, output_fired_time: 0.5673487782, propagate_forward_time: 28.9040641785, propagate_backward_time: 42.7923545837, weight_update_time: 0.0760708228, other_time: 1.6884689331
epoch time: 6.1247806549s, input_fired_time: 0.0936679691, output_fired_time: 0.0000000000, propagate_forward_time: 5.7308816910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002309799
validation[          , genome  5763] predictions:    9644/  10000 (96.44%), best:    9724/10000 (97.24%), error:      1105.59167, best error:       909.31055 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.0511474609s, input_fired_time: 0.9102693796, output_fired_time: 0.5633009076, propagate_forward_time: 28.9118900299, propagate_backward_time: 42.9765548706, weight_update_time: 0.0711484775, other_time: 1.6891326904
epoch time: 6.1302375793s, input_fired_time: 0.0961375162, output_fired_time: 0.0000000000, propagate_forward_time: 5.7340087891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000912666
validation[          , genome  5763] predictions:    9601/  10000 (96.01%), best:    9724/10000 (97.24%), error:      1277.58691, best error:       909.31055 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.4902725220s, input_fired_time: 0.9225925803, output_fired_time: 0.5613253713, propagate_forward_time: 28.7345142365, propagate_backward_time: 42.5273780823, weight_update_time: 0.0730638355, other_time: 1.7444648743
epoch time: 6.1701407433s, input_fired_time: 0.0994566604, output_fired_time: 0.0000000000, propagate_forward_time: 5.7491331100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215508461
validation[          , genome  5763] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:      1002.85187, best error:       909.31055 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 74.7870407104s, input_fired_time: 0.9348140955, output_fired_time: 0.5576157570, propagate_forward_time: 28.8100891113, propagate_backward_time: 42.6498222351, weight_update_time: 0.0761666447, other_time: 1.8346977234
epoch time: 6.1539349556s, input_fired_time: 0.0992288589, output_fired_time: 0.0000000000, propagate_forward_time: 5.7385625839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161435127
validation[          , genome  5763] predictions:    9651/  10000 (96.51%), best:    9724/10000 (97.24%), error:      1161.08838, best error:       909.31055 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 76.4734497070s, input_fired_time: 0.9517206550, output_fired_time: 0.5680912733, propagate_forward_time: 29.5344352722, propagate_backward_time: 43.6242637634, weight_update_time: 0.0747083500, other_time: 1.7949371338
epoch time: 6.1334509850s, input_fired_time: 0.0928958654, output_fired_time: 0.0000000000, propagate_forward_time: 5.7402868271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002681732
validation[          , genome  5763] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:       941.82745, best error:       909.31055 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.3255233765s, input_fired_time: 0.9366409779, output_fired_time: 0.5583874583, propagate_forward_time: 29.0297813416, propagate_backward_time: 43.0213699341, weight_update_time: 0.0742425770, other_time: 1.7793464661
epoch time: 6.2724514008s, input_fired_time: 0.1055392101, output_fired_time: 0.0000000000, propagate_forward_time: 5.8347373009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321747780
validation[          , genome  5763] predictions:    9681/  10000 (96.81%), best:    9724/10000 (97.24%), error:      1072.55908, best error:       909.31055 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.9919967651s, input_fired_time: 0.9602052569, output_fired_time: 0.5789505839, propagate_forward_time: 30.1526641846, propagate_backward_time: 44.4430694580, weight_update_time: 0.0777958557, other_time: 1.8571090698
epoch time: 6.2133660316s, input_fired_time: 0.1007402614, output_fired_time: 0.0000000000, propagate_forward_time: 5.7919740677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206515312
validation[          , genome  5763] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       974.02136, best error:       909.31055 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 77.7425231934s, input_fired_time: 0.9669359326, output_fired_time: 0.5756788850, propagate_forward_time: 29.9849090576, propagate_backward_time: 44.3315391541, weight_update_time: 0.0776761994, other_time: 1.8834648132
epoch time: 6.1597824097s, input_fired_time: 0.1013739929, output_fired_time: 0.0000000000, propagate_forward_time: 5.7404489517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179593086
validation[          , genome  5763] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:       989.93262, best error:       909.31055 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 75.6251754761s, input_fired_time: 0.9494071603, output_fired_time: 0.5608969927, propagate_forward_time: 29.1522293091, propagate_backward_time: 43.1262397766, weight_update_time: 0.0765536204, other_time: 1.8363990784
epoch time: 6.2180786133s, input_fired_time: 0.1001430303, output_fired_time: 0.0000000000, propagate_forward_time: 5.7974352837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205003738
validation[          , genome  5763] predictions:    9732/  10000 (97.32%), best:    9724/10000 (97.24%), error:       928.36438, best error:       909.31055 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 75.1863021851s, input_fired_time: 0.9435060620, output_fired_time: 0.5608839989, propagate_forward_time: 28.9610557556, propagate_backward_time: 42.8870887756, weight_update_time: 0.0764281005, other_time: 1.8337707520
epoch time: 6.3559036255s, input_fired_time: 0.1039796993, output_fired_time: 0.0000000000, propagate_forward_time: 5.9210019112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309221268
validation[          , genome  5763] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:       954.84497, best error:       909.31055 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 75.5760345459s, input_fired_time: 0.9389936924, output_fired_time: 0.5624796152, propagate_forward_time: 29.1106739044, propagate_backward_time: 43.1424560547, weight_update_time: 0.0763396323, other_time: 1.8214340210
epoch time: 6.1403646469s, input_fired_time: 0.0988857597, output_fired_time: 0.0000000000, propagate_forward_time: 5.7307868004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106923103
validation[          , genome  5763] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1007.08313, best error:       909.31055 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 75.1532440186s, input_fired_time: 0.9452422857, output_fired_time: 0.5646062493, propagate_forward_time: 28.9077758789, propagate_backward_time: 42.8865585327, weight_update_time: 0.0768790841, other_time: 1.8490600586
epoch time: 6.3455028534s, input_fired_time: 0.1044483557, output_fired_time: 0.0000000000, propagate_forward_time: 5.9139494896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271050453
validation[          , genome  5763] predictions:    9641/  10000 (96.41%), best:    9724/10000 (97.24%), error:      1205.53918, best error:       909.31055 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 75.7098236084s, input_fired_time: 0.9755095840, output_fired_time: 0.5738896132, propagate_forward_time: 29.1633148193, propagate_backward_time: 43.1316680908, weight_update_time: 0.0772677436, other_time: 1.8654403687
epoch time: 6.2139201164s, input_fired_time: 0.0999909267, output_fired_time: 0.0000000000, propagate_forward_time: 5.7989516258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149776459
validation[          , genome  5763] predictions:    9690/  10000 (96.90%), best:    9724/10000 (97.24%), error:      1045.61450, best error:       909.31055 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 75.6082305908s, input_fired_time: 0.9612656832, output_fired_time: 0.5710219145, propagate_forward_time: 29.1188735962, propagate_backward_time: 43.0993080139, weight_update_time: 0.0773689002, other_time: 1.8577613831
epoch time: 6.2506132126s, input_fired_time: 0.1039888486, output_fired_time: 0.0000000000, propagate_forward_time: 5.8202428818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263816833
validation[          , genome  5763] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       861.16046, best error:       861.16046 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 75.4689254761s, input_fired_time: 0.9546787143, output_fired_time: 0.5637466908, propagate_forward_time: 29.0547218323, propagate_backward_time: 43.0467071533, weight_update_time: 0.0775474980, other_time: 1.8490715027
epoch time: 6.7805290222s, input_fired_time: 0.1063731834, output_fired_time: 0.0000000000, propagate_forward_time: 6.3313441277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428115845
validation[          , genome  5763] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       864.12231, best error:       861.16046 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 75.2456741333s, input_fired_time: 0.9546561241, output_fired_time: 0.5594625473, propagate_forward_time: 28.9980449677, propagate_backward_time: 42.8892745972, weight_update_time: 0.0766814724, other_time: 1.8442306519
epoch time: 6.1511564255s, input_fired_time: 0.1004957780, output_fired_time: 0.0000000000, propagate_forward_time: 5.7337636948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168969154
validation[          , genome  5763] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       871.49017, best error:       861.16046 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.5103378296s, input_fired_time: 0.9533408284, output_fired_time: 0.5561415553, propagate_forward_time: 28.6794223785, propagate_backward_time: 42.4732971191, weight_update_time: 0.0761062056, other_time: 1.8481369019
epoch time: 6.1563138962s, input_fired_time: 0.0993514806, output_fired_time: 0.0000000000, propagate_forward_time: 5.7393198013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176426888
validation[          , genome  5763] predictions:    9655/  10000 (96.55%), best:    9745/10000 (97.45%), error:      1208.77014, best error:       861.16046 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.4807662964s, input_fired_time: 0.9536218047, output_fired_time: 0.5560899973, propagate_forward_time: 28.6868038177, propagate_backward_time: 42.4360160828, weight_update_time: 0.0761936009, other_time: 1.8482322693
epoch time: 6.1508975029s, input_fired_time: 0.1009246483, output_fired_time: 0.0000000000, propagate_forward_time: 5.7345390320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154339790
validation[          , genome  5763] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       933.23279, best error:       861.16046 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.5755462646s, input_fired_time: 0.9501005411, output_fired_time: 0.5592544079, propagate_forward_time: 28.6759891510, propagate_backward_time: 42.5484199524, weight_update_time: 0.0765407830, other_time: 1.8417778015
epoch time: 6.1532006264s, input_fired_time: 0.1009444818, output_fired_time: 0.0000000000, propagate_forward_time: 5.7334265709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188295364
validation[          , genome  5763] predictions:    9673/  10000 (96.73%), best:    9745/10000 (97.45%), error:      1129.44543, best error:       861.16046 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 74.3894500732s, input_fired_time: 0.9469803572, output_fired_time: 0.5557214618, propagate_forward_time: 28.6621341705, propagate_backward_time: 42.4039916992, weight_update_time: 0.0767763555, other_time: 1.8206176758
epoch time: 6.1555547714s, input_fired_time: 0.1020151526, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346916199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188481331
validation[          , genome  5763] predictions:    9491/  10000 (94.91%), best:    9745/10000 (97.45%), error:      1631.10535, best error:       861.16046 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.6668853760s, input_fired_time: 0.9504534602, output_fired_time: 0.5592430830, propagate_forward_time: 28.7290382385, propagate_backward_time: 42.5619621277, weight_update_time: 0.0767271295, other_time: 1.8661880493
epoch time: 6.1930503845s, input_fired_time: 0.1033219993, output_fired_time: 0.0000000000, propagate_forward_time: 5.7649974823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247308731
validation[          , genome  5763] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       870.87018, best error:       861.16046 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 74.8067855835s, input_fired_time: 0.9495122433, output_fired_time: 0.5589744449, propagate_forward_time: 28.7906475067, propagate_backward_time: 42.6364173889, weight_update_time: 0.0767784864, other_time: 1.8712348938
epoch time: 6.1535282135s, input_fired_time: 0.1013237610, output_fired_time: 0.0000000000, propagate_forward_time: 5.7339897156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182148933
validation[          , genome  5763] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       866.07892, best error:       861.16046 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.5760345459s, input_fired_time: 0.9462287426, output_fired_time: 0.5575997233, propagate_forward_time: 28.7016811371, propagate_backward_time: 42.5019531250, weight_update_time: 0.0766746327, other_time: 1.8685684204
epoch time: 6.1606707573s, input_fired_time: 0.1012552828, output_fired_time: 0.0000000000, propagate_forward_time: 5.7341475487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252677917
validation[          , genome  5763] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       955.81537, best error:       861.16046 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.5482177734s, input_fired_time: 0.9433749318, output_fired_time: 0.5562772155, propagate_forward_time: 28.7008190155, propagate_backward_time: 42.4767379761, weight_update_time: 0.0766033456, other_time: 1.8710098267
epoch time: 6.1765685081s, input_fired_time: 0.1024127454, output_fired_time: 0.0000000000, propagate_forward_time: 5.7511963844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229594231
validation[          , genome  5763] predictions:    9680/  10000 (96.80%), best:    9745/10000 (97.45%), error:      1007.39453, best error:       861.16046 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 75.0872344971s, input_fired_time: 0.9431430697, output_fired_time: 0.5617843270, propagate_forward_time: 28.9327869415, propagate_backward_time: 42.8009681702, weight_update_time: 0.0773555785, other_time: 1.8485527039
epoch time: 6.1423120499s, input_fired_time: 0.0999484062, output_fired_time: 0.0000000000, propagate_forward_time: 5.7310729027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112907410
validation[          , genome  5763] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       838.03766, best error:       838.03766 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 75.0475692749s, input_fired_time: 0.9479790330, output_fired_time: 0.5589366555, propagate_forward_time: 28.9416141510, propagate_backward_time: 42.7655258179, weight_update_time: 0.0770790130, other_time: 1.8335113525
epoch time: 6.1508660316s, input_fired_time: 0.1028326824, output_fired_time: 0.0000000000, propagate_forward_time: 5.7344036102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136296272
validation[          , genome  5763] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       779.01257, best error:       779.01257 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 75.1957931519s, input_fired_time: 0.9551246762, output_fired_time: 0.5594480634, propagate_forward_time: 28.9755744934, propagate_backward_time: 42.8631095886, weight_update_time: 0.0770327300, other_time: 1.8425369263
epoch time: 6.1683630943s, input_fired_time: 0.1013885662, output_fired_time: 0.0000000000, propagate_forward_time: 5.7474832535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194913864
validation[          , genome  5763] predictions:    9677/  10000 (96.77%), best:    9762/10000 (97.62%), error:      1065.35095, best error:       779.01257 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 74.5360412598s, input_fired_time: 0.9521735907, output_fired_time: 0.5564426780, propagate_forward_time: 28.7022323608, propagate_backward_time: 42.4831428528, weight_update_time: 0.0767903104, other_time: 1.8420524597
epoch time: 6.1493897438s, input_fired_time: 0.1009037048, output_fired_time: 0.0000000000, propagate_forward_time: 5.7334632874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150229454
validation[          , genome  5763] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       859.05872, best error:       779.01257 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 74.4554901123s, input_fired_time: 0.9517850280, output_fired_time: 0.5558311939, propagate_forward_time: 28.6732654572, propagate_backward_time: 42.4418182373, weight_update_time: 0.0765009075, other_time: 1.8327941895
epoch time: 6.1506624222s, input_fired_time: 0.1027465090, output_fired_time: 0.0000000000, propagate_forward_time: 5.7330384254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148775101
validation[          , genome  5763] predictions:    9655/  10000 (96.55%), best:    9762/10000 (97.62%), error:      1096.92236, best error:       779.01257 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 74.4274368286s, input_fired_time: 0.9518738389, output_fired_time: 0.5549039245, propagate_forward_time: 28.6673889160, propagate_backward_time: 42.4432258606, weight_update_time: 0.0763983503, other_time: 1.8100471497
epoch time: 6.1449198723s, input_fired_time: 0.1019914672, output_fired_time: 0.0000000000, propagate_forward_time: 5.7313785553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115496635
validation[          , genome  5763] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       921.46948, best error:       779.01257 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 74.3932647705s, input_fired_time: 0.9495515823, output_fired_time: 0.5538820028, propagate_forward_time: 28.6626071930, propagate_backward_time: 42.4311790466, weight_update_time: 0.0762997642, other_time: 1.7960472107
epoch time: 7.0993633270s, input_fired_time: 0.1113046184, output_fired_time: 0.0000000000, propagate_forward_time: 6.6374235153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506350517
validation[          , genome  5763] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       908.57666, best error:       779.01257 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 74.5050735474s, input_fired_time: 0.9587050080, output_fired_time: 0.5552836657, propagate_forward_time: 28.6842021942, propagate_backward_time: 42.4507217407, weight_update_time: 0.0774674565, other_time: 1.8561630249
epoch time: 6.1560468674s, input_fired_time: 0.1017473787, output_fired_time: 0.0000000000, propagate_forward_time: 5.7338685989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204307556
validation[          , genome  5763] predictions:    9709/  10000 (97.09%), best:    9762/10000 (97.62%), error:       963.38379, best error:       779.01257 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 74.6127548218s, input_fired_time: 0.9607976675, output_fired_time: 0.5607155561, propagate_forward_time: 28.7173995972, propagate_backward_time: 42.5318031311, weight_update_time: 0.0770796612, other_time: 1.8420372009
epoch time: 6.1558232307s, input_fired_time: 0.1046046764, output_fired_time: 0.0000000000, propagate_forward_time: 5.7375974655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136210442
validation[          , genome  5763] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       893.72565, best error:       779.01257 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.6668014526s, input_fired_time: 0.9572956562, output_fired_time: 0.5564615726, propagate_forward_time: 28.7537479401, propagate_backward_time: 42.5777587891, weight_update_time: 0.0763811022, other_time: 1.8215332031
epoch time: 6.1514215469s, input_fired_time: 0.1032727286, output_fired_time: 0.0000000000, propagate_forward_time: 5.7356739044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124747276
validation[          , genome  5763] predictions:    9712/  10000 (97.12%), best:    9762/10000 (97.62%), error:       960.72260, best error:       779.01257 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.4075698853s, input_fired_time: 0.9534335136, output_fired_time: 0.5539529920, propagate_forward_time: 28.6675052643, propagate_backward_time: 42.4416313171, weight_update_time: 0.0763638839, other_time: 1.7910499573
epoch time: 6.1446723938s, input_fired_time: 0.1012914553, output_fired_time: 0.0000000000, propagate_forward_time: 5.7334327698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099479675
validation[          , genome  5763] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       886.34991, best error:       779.01257 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 74.4753112793s, input_fired_time: 0.9558044672, output_fired_time: 0.5553423762, propagate_forward_time: 28.6759338379, propagate_backward_time: 42.4837493896, weight_update_time: 0.0767211244, other_time: 1.8044815063
epoch time: 6.1488957405s, input_fired_time: 0.1024605036, output_fired_time: 0.0000000000, propagate_forward_time: 5.7343258858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121094704
validation[          , genome  5763] predictions:    9696/  10000 (96.96%), best:    9762/10000 (97.62%), error:       956.15143, best error:       779.01257 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.4067687988s, input_fired_time: 0.9542164207, output_fired_time: 0.5539892912, propagate_forward_time: 28.6673107147, propagate_backward_time: 42.4405326843, weight_update_time: 0.0762584507, other_time: 1.7907218933
epoch time: 6.2305636406s, input_fired_time: 0.1073004827, output_fired_time: 0.0000000000, propagate_forward_time: 5.7998008728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234624863
validation[          , genome  5763] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       781.77747, best error:       779.01257 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 74.5503082275s, input_fired_time: 0.9558784366, output_fired_time: 0.5543235540, propagate_forward_time: 28.7358665466, propagate_backward_time: 42.5002632141, weight_update_time: 0.0762209296, other_time: 1.8039779663
epoch time: 6.1470537186s, input_fired_time: 0.1027891487, output_fired_time: 0.0000000000, propagate_forward_time: 5.7332372665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110275269
validation[          , genome  5763] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       819.24426, best error:       779.01257 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.5981826782s, input_fired_time: 0.9589442611, output_fired_time: 0.5562477112, propagate_forward_time: 28.7448272705, propagate_backward_time: 42.5171356201, weight_update_time: 0.0764684752, other_time: 1.8210296631
epoch time: 6.2292804718s, input_fired_time: 0.1036032811, output_fired_time: 0.0000000000, propagate_forward_time: 5.8041253090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215517998
validation[          , genome  5763] predictions:    9755/  10000 (97.55%), best:    9762/10000 (97.62%), error:       799.51489, best error:       779.01257 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.8880767822s, input_fired_time: 0.9619860053, output_fired_time: 0.5574514866, propagate_forward_time: 28.8626174927, propagate_backward_time: 42.6613655090, weight_update_time: 0.0772039965, other_time: 1.8446617126
epoch time: 6.1802906990s, input_fired_time: 0.1051397622, output_fired_time: 0.0000000000, propagate_forward_time: 5.7560081482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191428185
validation[          , genome  5763] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       864.45599, best error:       779.01257 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 74.6356964111s, input_fired_time: 0.9627715945, output_fired_time: 0.5587827563, propagate_forward_time: 28.7112655640, propagate_backward_time: 42.5548629761, weight_update_time: 0.0769355148, other_time: 1.8480148315
epoch time: 6.1893634796s, input_fired_time: 0.1045061648, output_fired_time: 0.0000000000, propagate_forward_time: 5.7663888931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184685707
validation[          , genome  5763] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       928.70868, best error:       779.01257 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.7606964111s, input_fired_time: 0.9684971571, output_fired_time: 0.5654652119, propagate_forward_time: 29.1826400757, propagate_backward_time: 43.1827697754, weight_update_time: 0.0771295577, other_time: 1.8613204956
epoch time: 6.1512794495s, input_fired_time: 0.1034613177, output_fired_time: 0.0000000000, propagate_forward_time: 5.7351622581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126559258
validation[          , genome  5763] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       885.55396, best error:       779.01257 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.4797744751s, input_fired_time: 0.9637606144, output_fired_time: 0.5567536950, propagate_forward_time: 28.6853561401, propagate_backward_time: 42.4594841003, weight_update_time: 0.0766425878, other_time: 1.8144187927
epoch time: 6.1953010559s, input_fired_time: 0.1025421098, output_fired_time: 0.0000000000, propagate_forward_time: 5.7757482529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170108795
validation[          , genome  5763] predictions:    9567/  10000 (95.67%), best:    9762/10000 (97.62%), error:      1526.76746, best error:       779.01257 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.5355148315s, input_fired_time: 0.9781575203, output_fired_time: 0.5752729177, propagate_forward_time: 29.4231643677, propagate_backward_time: 43.6876220703, weight_update_time: 0.0784068704, other_time: 1.8712997437
epoch time: 6.3447461128s, input_fired_time: 0.1105184630, output_fired_time: 0.0000000000, propagate_forward_time: 5.9050779343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291497231
validation[          , genome  5763] predictions:    9759/  10000 (97.59%), best:    9762/10000 (97.62%), error:       792.04193, best error:       779.01257 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 76.0153579712s, input_fired_time: 0.9812693596, output_fired_time: 0.5727410913, propagate_forward_time: 29.2573490143, propagate_backward_time: 43.3342628479, weight_update_time: 0.0781222507, other_time: 1.8697395325
epoch time: 6.2973356247s, input_fired_time: 0.1052094325, output_fired_time: 0.0000000000, propagate_forward_time: 5.8716783524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204479218
validation[          , genome  5763] predictions:    9767/  10000 (97.67%), best:    9762/10000 (97.62%), error:       801.32385, best error:       779.01257 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.6927947998s, input_fired_time: 0.9898686409, output_fired_time: 0.5657049417, propagate_forward_time: 29.1154518127, propagate_backward_time: 43.1485710144, weight_update_time: 0.0780905858, other_time: 1.8731994629
epoch time: 6.2457933426s, input_fired_time: 0.1065414995, output_fired_time: 0.0000000000, propagate_forward_time: 5.8168458939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224058151
validation[          , genome  5763] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       843.70093, best error:       779.01257 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 75.3329391479s, input_fired_time: 0.9762990475, output_fired_time: 0.5609822273, propagate_forward_time: 29.0216655731, propagate_backward_time: 42.9271125793, weight_update_time: 0.0775834247, other_time: 1.8468818665
epoch time: 6.1608977318s, input_fired_time: 0.1038667336, output_fired_time: 0.0000000000, propagate_forward_time: 5.7382750511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187561035
validation[          , genome  5763] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       887.63501, best error:       779.01257 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 75.7055130005s, input_fired_time: 0.9716449380, output_fired_time: 0.5635359287, propagate_forward_time: 29.2188320160, propagate_backward_time: 43.1037368774, weight_update_time: 0.0777955279, other_time: 1.8477630615
epoch time: 6.1648578644s, input_fired_time: 0.1053660735, output_fired_time: 0.0000000000, propagate_forward_time: 5.7405743599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189172745
validation[          , genome  5763] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       846.81750, best error:       779.01257 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.7394638062s, input_fired_time: 0.9646871090, output_fired_time: 0.5585334897, propagate_forward_time: 28.7761402130, propagate_backward_time: 42.6150436401, weight_update_time: 0.0773319751, other_time: 1.8250656128
epoch time: 6.1518149376s, input_fired_time: 0.1030234471, output_fired_time: 0.0000000000, propagate_forward_time: 5.7367515564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120398521
validation[          , genome  5763] predictions:    9675/  10000 (96.75%), best:    9762/10000 (97.62%), error:      1089.60437, best error:       779.01257 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 74.9720001221s, input_fired_time: 0.9667524099, output_fired_time: 0.5607500076, propagate_forward_time: 28.8678417206, propagate_backward_time: 42.7568511963, weight_update_time: 0.0770594478, other_time: 1.8198013306
epoch time: 6.1535820961s, input_fired_time: 0.1041699648, output_fired_time: 0.0000000000, propagate_forward_time: 5.7372231483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121891022
validation[          , genome  5763] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       915.44226, best error:       779.01257 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 75.8352203369s, input_fired_time: 0.9714066982, output_fired_time: 0.5643414259, propagate_forward_time: 29.1898517609, propagate_backward_time: 43.2776641846, weight_update_time: 0.0773853585, other_time: 1.8319625854
epoch time: 7.1323394775s, input_fired_time: 0.1107697561, output_fired_time: 0.0000000000, propagate_forward_time: 6.6732578278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483119011
validation[          , genome  5763] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       877.72314, best error:       779.01257 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.9584045410s, input_fired_time: 0.9681510329, output_fired_time: 0.5663972497, propagate_forward_time: 29.3191967010, propagate_backward_time: 43.2849884033, weight_update_time: 0.0739259571, other_time: 1.8196716309
epoch time: 6.1650762558s, input_fired_time: 0.1064667478, output_fired_time: 0.0000000000, propagate_forward_time: 5.7431526184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154568672
validation[          , genome  5763] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       813.93402, best error:       779.01257 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.5455856323s, input_fired_time: 0.9737184048, output_fired_time: 0.5584860444, propagate_forward_time: 28.7124042511, propagate_backward_time: 42.4781188965, weight_update_time: 0.0770560056, other_time: 1.8228607178
epoch time: 6.1528382301s, input_fired_time: 0.1040301844, output_fired_time: 0.0000000000, propagate_forward_time: 5.7362117767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125963211
validation[          , genome  5763] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       886.04932, best error:       779.01257 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 74.5749282837s, input_fired_time: 0.9642254114, output_fired_time: 0.5550295711, propagate_forward_time: 28.7179794312, propagate_backward_time: 42.5357742310, weight_update_time: 0.0773688108, other_time: 1.8019180298
epoch time: 6.1473212242s, input_fired_time: 0.1035367399, output_fired_time: 0.0000000000, propagate_forward_time: 5.7331748009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106098175
validation[          , genome  5763] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       835.67444, best error:       779.01257 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.6024093628s, input_fired_time: 0.9682607055, output_fired_time: 0.5568063259, propagate_forward_time: 28.7208194733, propagate_backward_time: 42.5236244202, weight_update_time: 0.0774809048, other_time: 1.8328971863
epoch time: 6.2073950768s, input_fired_time: 0.1057285517, output_fired_time: 0.0000000000, propagate_forward_time: 5.7787680626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228983879
validation[          , genome  5763] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       867.37012, best error:       779.01257 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 74.5852279663s, input_fired_time: 0.9650937915, output_fired_time: 0.5566558242, propagate_forward_time: 28.6893825531, propagate_backward_time: 42.5408515930, weight_update_time: 0.0771210343, other_time: 1.8332405090
epoch time: 6.1653008461s, input_fired_time: 0.1036422402, output_fired_time: 0.0000000000, propagate_forward_time: 5.7438783646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177800179
validation[          , genome  5763] predictions:    9765/  10000 (97.65%), best:    9762/10000 (97.62%), error:       791.41425, best error:       779.01257 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.7047348022s, input_fired_time: 0.9682549834, output_fired_time: 0.5621682405, propagate_forward_time: 28.7690315247, propagate_backward_time: 42.5856742859, weight_update_time: 0.0778476223, other_time: 1.8196029663
epoch time: 6.1541709900s, input_fired_time: 0.1045803949, output_fired_time: 0.0000000000, propagate_forward_time: 5.7387566566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108339310
validation[          , genome  5763] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       860.13086, best error:       779.01257 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 75.4439849854s, input_fired_time: 0.9732253551, output_fired_time: 0.5603744388, propagate_forward_time: 29.0930976868, propagate_backward_time: 43.0093841553, weight_update_time: 0.0777613148, other_time: 1.8079032898
epoch time: 6.1652822495s, input_fired_time: 0.1066622138, output_fired_time: 0.0000000000, propagate_forward_time: 5.7428712845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157486916
validation[          , genome  5763] predictions:    9679/  10000 (96.79%), best:    9762/10000 (97.62%), error:      1057.65112, best error:       779.01257 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 74.3999481201s, input_fired_time: 0.9661831856, output_fired_time: 0.5541345477, propagate_forward_time: 28.6733703613, propagate_backward_time: 42.4217262268, weight_update_time: 0.0767143890, other_time: 1.7845268250
epoch time: 6.1460452080s, input_fired_time: 0.1044792980, output_fired_time: 0.0000000000, propagate_forward_time: 5.7337422371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078236580
validation[          , genome  5763] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       826.77777, best error:       779.01257 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 74.5359573364s, input_fired_time: 0.9678906798, output_fired_time: 0.5560392737, propagate_forward_time: 28.7163696289, propagate_backward_time: 42.4919242859, weight_update_time: 0.0769566298, other_time: 1.8037376404
epoch time: 6.1484756470s, input_fired_time: 0.1032032445, output_fired_time: 0.0000000000, propagate_forward_time: 5.7351322174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101401329
validation[          , genome  5763] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       955.15802, best error:       779.01257 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 74.4337234497s, input_fired_time: 0.9665463567, output_fired_time: 0.5556663871, propagate_forward_time: 28.6815071106, propagate_backward_time: 42.4276695251, weight_update_time: 0.0768105239, other_time: 1.8023376465
epoch time: 6.1507964134s, input_fired_time: 0.1053453237, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346796989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107714653
validation[          , genome  5763] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       885.68292, best error:       779.01257 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.5855789185s, input_fired_time: 0.9702206850, output_fired_time: 0.5570826530, propagate_forward_time: 28.7492713928, propagate_backward_time: 42.5014610291, weight_update_time: 0.0768730268, other_time: 1.8075408936
epoch time: 6.1485300064s, input_fired_time: 0.1044387221, output_fired_time: 0.0000000000, propagate_forward_time: 5.7345714569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095197678
validation[          , genome  5763] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       861.81561, best error:       779.01257 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.5046768188s, input_fired_time: 0.9683119655, output_fired_time: 0.5562177896, propagate_forward_time: 28.7083835602, propagate_backward_time: 42.4551963806, weight_update_time: 0.0769167766, other_time: 1.8165626526
epoch time: 6.1564192772s, input_fired_time: 0.1042627841, output_fired_time: 0.0000000000, propagate_forward_time: 5.7355794907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165769577
validation[          , genome  5763] predictions:    9771/  10000 (97.71%), best:    9762/10000 (97.62%), error:       781.84216, best error:       779.01257 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.9585189819s, input_fired_time: 0.9715854526, output_fired_time: 0.5587562919, propagate_forward_time: 28.8852767944, propagate_backward_time: 42.7164649963, weight_update_time: 0.0775930360, other_time: 1.8264350891
epoch time: 6.1515398026s, input_fired_time: 0.1044978723, output_fired_time: 0.0000000000, propagate_forward_time: 5.7346429825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123989105
validation[          , genome  5763] predictions:    9759/  10000 (97.59%), best:    9762/10000 (97.62%), error:       855.83807, best error:       779.01257 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.5192565918s, input_fired_time: 0.9636948705, output_fired_time: 0.5554852486, propagate_forward_time: 28.7171592712, propagate_backward_time: 42.4909591675, weight_update_time: 0.0776629075, other_time: 1.7919578552
epoch time: 6.1616683006s, input_fired_time: 0.1068325117, output_fired_time: 0.0000000000, propagate_forward_time: 5.7434968948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113389015
validation[          , genome  5763] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       835.95135, best error:       779.01257 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.7233047485s, input_fired_time: 0.9662179351, output_fired_time: 0.5556717515, propagate_forward_time: 28.7805252075, propagate_backward_time: 42.6256713867, weight_update_time: 0.0776252225, other_time: 1.7952194214
epoch time: 6.1505842209s, input_fired_time: 0.1041182727, output_fired_time: 0.0000000000, propagate_forward_time: 5.7380132675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084526062
validation[          , genome  5763] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       811.14911, best error:       779.01257 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 74.4565048218s, input_fired_time: 0.9673675299, output_fired_time: 0.5553321242, propagate_forward_time: 28.6805191040, propagate_backward_time: 42.4577598572, weight_update_time: 0.0771589875, other_time: 1.7955284119
epoch time: 6.1555180550s, input_fired_time: 0.1048141718, output_fired_time: 0.0000000000, propagate_forward_time: 5.7399330139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107709885
validation[          , genome  5763] predictions:    9773/  10000 (97.73%), best:    9762/10000 (97.62%), error:       788.25769, best error:       779.01257 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 74.6079025269s, input_fired_time: 0.9766475558, output_fired_time: 0.5596683025, propagate_forward_time: 28.7486038208, propagate_backward_time: 42.4944000244, weight_update_time: 0.0770936385, other_time: 1.8285827637
epoch time: 6.1697325706s, input_fired_time: 0.1093153805, output_fired_time: 0.0000000000, propagate_forward_time: 5.7421755791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182415962
validation[          , genome  5763] predictions:    9761/  10000 (97.61%), best:    9762/10000 (97.62%), error:       830.44049, best error:       779.01257 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.4482498169s, input_fired_time: 0.9705826640, output_fired_time: 0.5549810529, propagate_forward_time: 28.7012424469, propagate_backward_time: 42.4319343567, weight_update_time: 0.0770907328, other_time: 1.7895164490
epoch time: 6.1478924751s, input_fired_time: 0.1056738198, output_fired_time: 0.0000000000, propagate_forward_time: 5.7345724106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076462746
validation[          , genome  5763] predictions:    9767/  10000 (97.67%), best:    9762/10000 (97.62%), error:       817.51050, best error:       779.01257 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.6066665649s, input_fired_time: 0.9697548747, output_fired_time: 0.5553490520, propagate_forward_time: 28.7575073242, propagate_backward_time: 42.5349884033, weight_update_time: 0.0771367177, other_time: 1.7890625000
epoch time: 6.1442456245s, input_fired_time: 0.1049115136, output_fired_time: 0.0000000000, propagate_forward_time: 5.7323846817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069496155
validation[          , genome  5763] predictions:    9759/  10000 (97.59%), best:    9762/10000 (97.62%), error:       856.45862, best error:       779.01257 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.2075576782s, input_fired_time: 0.9766418934, output_fired_time: 0.5586847067, propagate_forward_time: 28.9765281677, propagate_backward_time: 42.8817405701, weight_update_time: 0.0774069652, other_time: 1.8139648438
epoch time: 6.2198491096s, input_fired_time: 0.1080883443, output_fired_time: 0.0000000000, propagate_forward_time: 5.7910475731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207130432
validation[          , genome  5763] predictions:    9775/  10000 (97.75%), best:    9762/10000 (97.62%), error:       808.40710, best error:       779.01257 on epoch:    55, 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: 30.8749713898s, input_fired_time: 0.5220095515, output_fired_time: 0.0000000000, propagate_forward_time: 28.7308177948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6221446991
best training[          , genome  5763] predictions:   49404/  50000 (98.81%), best:    9762/10000 (97.62%), error:      2101.15210, best error:       779.01257 on epoch:    55, 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: 6.8838958740s, input_fired_time: 0.1083621532, output_fired_time: 0.0000000000, propagate_forward_time: 6.4314088821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441247940
   testing[          , genome  5763] predictions:    9786/  10000 (97.86%), best:    9762/10000 (97.62%), error:       691.57507, best error:       779.01257 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:59:08 (4318): called boinc_finish(0)

</stderr_txt>
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