Nameexact_genome_1512568488_41_6886_2
Workunit2605718
Created7 Dec 2017, 23:18:43 UTC
Sent7 Dec 2017, 23:25:57 UTC
Report deadline15 Dec 2017, 21:56:28 UTC
Received8 Dec 2017, 8:59:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67680
Run time2 hours 17 min 31 sec
CPU time2 hours 17 min 25 sec
Validate stateValid
Credit1,984.47
Device peak FLOPS3.96 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.75 MB
Peak swap size152.45 MB
Peak disk usage1.08 MB

Stderr output

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

epoch time: 73.7096862793s, input_fired_time: 0.9728935957, output_fired_time: 0.6231571436, propagate_forward_time: 28.1610412598, propagate_backward_time: 42.0490226746, weight_update_time: 0.0726202950, other_time: 1.9035758972
epoch time: 6.8044748306s, input_fired_time: 0.1100596413, output_fired_time: 0.0000000000, propagate_forward_time: 6.3355035782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589115143
validation[          , genome  6886] predictions:    9581/  10000 (95.81%), best:    9621/10000 (96.21%), error:      1359.38684, best error:      1282.36658 on epoch:     1, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 75.1796569824s, input_fired_time: 1.0062305927, output_fired_time: 0.6285048127, propagate_forward_time: 28.6354579926, propagate_backward_time: 42.9729728699, weight_update_time: 0.0740135536, other_time: 1.9364891052
epoch time: 6.0782685280s, input_fired_time: 0.1020981595, output_fired_time: 0.0000000000, propagate_forward_time: 5.6442122459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319582939
validation[          , genome  6886] predictions:    9560/  10000 (95.60%), best:    9621/10000 (96.21%), error:      1381.49780, best error:      1282.36658 on epoch:     1, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.8303146362s, input_fired_time: 0.9746127129, output_fired_time: 0.6329916120, propagate_forward_time: 28.5974807739, propagate_backward_time: 42.7458152771, weight_update_time: 0.0731182992, other_time: 1.8794212341
epoch time: 6.3223152161s, input_fired_time: 0.1037244871, output_fired_time: 0.0000000000, propagate_forward_time: 5.8786988258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398919106
validation[          , genome  6886] predictions:    9615/  10000 (96.15%), best:    9621/10000 (96.21%), error:      1304.93054, best error:      1282.36658 on epoch:     1, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.8371276855s, input_fired_time: 0.9925216436, output_fired_time: 0.6564131379, propagate_forward_time: 29.3653144836, propagate_backward_time: 43.9328536987, weight_update_time: 0.0739247277, other_time: 1.8900260925
epoch time: 5.9687952995s, input_fired_time: 0.1030885056, output_fired_time: 0.0000000000, propagate_forward_time: 5.5431122780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225946426
validation[          , genome  6886] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1270.89197, best error:      1270.89197 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.6053619385s, input_fired_time: 1.0037567616, output_fired_time: 0.6188849211, propagate_forward_time: 28.4956932068, propagate_backward_time: 42.6406631470, weight_update_time: 0.0735965669, other_time: 1.8463706970
epoch time: 6.0375146866s, input_fired_time: 0.1088333800, output_fired_time: 0.0000000000, propagate_forward_time: 5.5948243141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338570595
validation[          , genome  6886] predictions:    3900/  10000 (39.00%), best:    9612/10000 (96.12%), error:     33916.87109, best error:      1270.89197 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

resetting weights to those on epoch: 17
epoch time: 73.2330169678s, input_fired_time: 0.9806488752, output_fired_time: 0.6321203113, propagate_forward_time: 27.8491840363, propagate_backward_time: 41.8863677979, weight_update_time: 0.0745264143, other_time: 1.8846969604
epoch time: 6.0176744461s, input_fired_time: 0.1033711731, output_fired_time: 0.0000000000, propagate_forward_time: 5.5990633965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152399063
validation[          , genome  6886] predictions:    9495/  10000 (94.95%), best:    9612/10000 (96.12%), error:      1614.01831, best error:      1270.89197 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 72.6141052246s, input_fired_time: 0.9830424786, output_fired_time: 0.6045700908, propagate_forward_time: 27.7491436005, propagate_backward_time: 41.4299888611, weight_update_time: 0.0740936548, other_time: 1.8473625183
epoch time: 5.9080958366s, input_fired_time: 0.1031536385, output_fired_time: 0.0000000000, propagate_forward_time: 5.4797182083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252239227
validation[          , genome  6886] predictions:    9545/  10000 (95.45%), best:    9612/10000 (96.12%), error:      1441.23254, best error:      1270.89197 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.4729003906s, input_fired_time: 0.9789555669, output_fired_time: 0.6204428077, propagate_forward_time: 28.4779987335, propagate_backward_time: 42.5772628784, weight_update_time: 0.0728078783, other_time: 1.8182373047
epoch time: 6.3326888084s, input_fired_time: 0.1053921878, output_fired_time: 0.0000000000, propagate_forward_time: 5.9003109932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269858360
validation[          , genome  6886] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1209.82764, best error:      1209.82764 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.7935333252s, input_fired_time: 1.0088124275, output_fired_time: 0.6421938539, propagate_forward_time: 29.7488136292, propagate_backward_time: 44.4609870911, weight_update_time: 0.0748471022, other_time: 1.9327239990
epoch time: 6.0935850143s, input_fired_time: 0.1025970206, output_fired_time: 0.0000000000, propagate_forward_time: 5.6667408943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242468834
validation[          , genome  6886] predictions:    9483/  10000 (94.83%), best:    9629/10000 (96.29%), error:      1632.65320, best error:      1209.82764 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 75.0046539307s, input_fired_time: 0.9997468591, output_fired_time: 0.6258958578, propagate_forward_time: 28.6473407745, propagate_backward_time: 42.8314666748, weight_update_time: 0.0748735815, other_time: 1.9002075195
epoch time: 5.9898004532s, input_fired_time: 0.1056340337, output_fired_time: 0.0000000000, propagate_forward_time: 5.5356707573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484954834
validation[          , genome  6886] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1127.83447, best error:      1127.83447 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 77.6261825562s, input_fired_time: 1.0517055988, output_fired_time: 0.6327117085, propagate_forward_time: 29.7133827209, propagate_backward_time: 44.3223609924, weight_update_time: 0.0753867924, other_time: 1.9060211182
epoch time: 6.1434354782s, input_fired_time: 0.1040752083, output_fired_time: 0.0000000000, propagate_forward_time: 5.7154107094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239493370
validation[          , genome  6886] predictions:    9579/  10000 (95.79%), best:    9657/10000 (96.57%), error:      1360.64612, best error:      1127.83447 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 75.1372146606s, input_fired_time: 0.9944739342, output_fired_time: 0.6232960820, propagate_forward_time: 28.6185188293, propagate_backward_time: 43.0150184631, weight_update_time: 0.0750365928, other_time: 1.8859024048
epoch time: 6.6667532921s, input_fired_time: 0.1124848649, output_fired_time: 0.0000000000, propagate_forward_time: 6.1964764595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577919006
validation[          , genome  6886] predictions:    9539/  10000 (95.39%), best:    9657/10000 (96.57%), error:      1480.92993, best error:      1127.83447 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 73.0173950195s, input_fired_time: 0.9748216271, output_fired_time: 0.6097568870, propagate_forward_time: 27.9153251648, propagate_backward_time: 41.7024116516, weight_update_time: 0.0709216669, other_time: 1.8150787354
epoch time: 6.0390605927s, input_fired_time: 0.1055686176, output_fired_time: 0.0000000000, propagate_forward_time: 5.6151885986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183035851
validation[          , genome  6886] predictions:    9622/  10000 (96.22%), best:    9657/10000 (96.57%), error:      1226.04871, best error:      1127.83447 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.3225326538s, input_fired_time: 0.9878547192, output_fired_time: 0.6203297377, propagate_forward_time: 28.4169464111, propagate_backward_time: 42.4501152039, weight_update_time: 0.0727057829, other_time: 1.8472862244
epoch time: 5.9052472115s, input_fired_time: 0.1031802446, output_fired_time: 0.0000000000, propagate_forward_time: 5.4873232841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147435188
validation[          , genome  6886] predictions:    9655/  10000 (96.55%), best:    9657/10000 (96.57%), error:      1181.47852, best error:      1127.83447 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 74.6818923950s, input_fired_time: 0.9818674326, output_fired_time: 0.6244888902, propagate_forward_time: 28.4872932434, propagate_backward_time: 42.7469940186, weight_update_time: 0.0719127208, other_time: 1.8412513733
epoch time: 7.3787345886s, input_fired_time: 0.1196377948, output_fired_time: 0.0000000000, propagate_forward_time: 6.8899054527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691911697
validation[          , genome  6886] predictions:    9639/  10000 (96.39%), best:    9657/10000 (96.57%), error:      1225.94458, best error:      1127.83447 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.8341217041s, input_fired_time: 1.0050668716, output_fired_time: 0.6379789114, propagate_forward_time: 29.4830665588, propagate_backward_time: 43.8089675903, weight_update_time: 0.0733851120, other_time: 1.8990440369
epoch time: 6.1048498154s, input_fired_time: 0.1040914282, output_fired_time: 0.0000000000, propagate_forward_time: 5.6733846664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273735046
validation[          , genome  6886] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1025.94019, best error:      1025.94019 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.9176177979s, input_fired_time: 1.0155055523, output_fired_time: 0.6483109593, propagate_forward_time: 30.2598056793, propagate_backward_time: 45.0619163513, weight_update_time: 0.0757682472, other_time: 1.9320869446
epoch time: 6.1884794235s, input_fired_time: 0.1051950827, output_fired_time: 0.0000000000, propagate_forward_time: 5.7585906982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246936798
validation[          , genome  6886] predictions:    9636/  10000 (96.36%), best:    9676/10000 (96.76%), error:      1196.93542, best error:      1025.94019 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 78.2984619141s, input_fired_time: 1.0157799721, output_fired_time: 0.6358013749, propagate_forward_time: 30.0848159790, propagate_backward_time: 44.6668395996, weight_update_time: 0.0763275921, other_time: 1.8952255249
epoch time: 6.0859861374s, input_fired_time: 0.1063011885, output_fired_time: 0.0000000000, propagate_forward_time: 5.6514453888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282394409
validation[          , genome  6886] predictions:    9541/  10000 (95.41%), best:    9676/10000 (96.76%), error:      1487.39844, best error:      1025.94019 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 75.1794509888s, input_fired_time: 0.9916901588, output_fired_time: 0.6210018992, propagate_forward_time: 28.7559108734, propagate_backward_time: 42.9393157959, weight_update_time: 0.0755304918, other_time: 1.8715286255
epoch time: 6.0404958725s, input_fired_time: 0.1068353876, output_fired_time: 0.0000000000, propagate_forward_time: 5.6012520790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324084282
validation[          , genome  6886] predictions:    9638/  10000 (96.38%), best:    9676/10000 (96.76%), error:      1185.85645, best error:      1025.94019 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 74.0451583862s, input_fired_time: 1.0517708063, output_fired_time: 0.6290516257, propagate_forward_time: 28.2311153412, propagate_backward_time: 42.2230072021, weight_update_time: 0.0748782828, other_time: 1.9102096558
epoch time: 6.0741386414s, input_fired_time: 0.1035491675, output_fired_time: 0.0000000000, propagate_forward_time: 5.6329426765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376469612
validation[          , genome  6886] predictions:    9528/  10000 (95.28%), best:    9676/10000 (96.76%), error:      1587.94470, best error:      1025.94019 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 73.6812362671s, input_fired_time: 0.9974415898, output_fired_time: 0.6276999712, propagate_forward_time: 28.0757369995, propagate_backward_time: 42.1541213989, weight_update_time: 0.0711245984, other_time: 1.8262329102
epoch time: 5.9602079391s, input_fired_time: 0.1032921746, output_fired_time: 0.0000000000, propagate_forward_time: 5.5372295380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196864128
validation[          , genome  6886] predictions:    9694/  10000 (96.94%), best:    9676/10000 (96.76%), error:      1048.18945, best error:      1025.94019 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.7606430054s, input_fired_time: 0.9963566065, output_fired_time: 0.6410505176, propagate_forward_time: 28.4740562439, propagate_backward_time: 42.7943420410, weight_update_time: 0.0732287094, other_time: 1.8548393250
epoch time: 6.4733204842s, input_fired_time: 0.1086021364, output_fired_time: 0.0000000000, propagate_forward_time: 6.0321478844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325705528
validation[          , genome  6886] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1023.38715, best error:      1023.38715 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 73.7110061646s, input_fired_time: 0.9843830466, output_fired_time: 0.6314742565, propagate_forward_time: 28.1432819366, propagate_backward_time: 42.1030197144, weight_update_time: 0.0744998977, other_time: 1.8488464355
epoch time: 6.1815814972s, input_fired_time: 0.1046645120, output_fired_time: 0.0000000000, propagate_forward_time: 5.7571501732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197669983
validation[          , genome  6886] predictions:    9490/  10000 (94.90%), best:    9703/10000 (97.03%), error:      1596.36267, best error:      1023.38715 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 77.4161453247s, input_fired_time: 1.0059214830, output_fired_time: 0.6365076303, propagate_forward_time: 29.7371940613, propagate_backward_time: 44.1304244995, weight_update_time: 0.0756637827, other_time: 1.9061012268
epoch time: 5.9875807762s, input_fired_time: 0.1034672111, output_fired_time: 0.0000000000, propagate_forward_time: 5.5680518150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160619736
validation[          , genome  6886] predictions:    9381/  10000 (93.81%), best:    9703/10000 (97.03%), error:      2033.27356, best error:      1023.38715 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 75.2285079956s, input_fired_time: 0.9956797957, output_fired_time: 0.6308533549, propagate_forward_time: 28.7139377594, propagate_backward_time: 43.0339965820, weight_update_time: 0.0733374059, other_time: 1.8540420532
epoch time: 6.0354609489s, input_fired_time: 0.1071482599, output_fired_time: 0.0000000000, propagate_forward_time: 5.5993833542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289294243
validation[          , genome  6886] predictions:    9657/  10000 (96.57%), best:    9703/10000 (97.03%), error:      1092.25928, best error:      1023.38715 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 73.5988388062s, input_fired_time: 1.0010107756, output_fired_time: 0.6152164340, propagate_forward_time: 28.1534805298, propagate_backward_time: 41.9566650391, weight_update_time: 0.0735347942, other_time: 1.8724670410
epoch time: 6.4907541275s, input_fired_time: 0.1118339822, output_fired_time: 0.0000000000, propagate_forward_time: 6.0384602547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404598236
validation[          , genome  6886] predictions:    9620/  10000 (96.20%), best:    9703/10000 (97.03%), error:      1199.47510, best error:      1023.38715 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.1742095947s, input_fired_time: 1.0388579369, output_fired_time: 0.6177391410, propagate_forward_time: 28.3837070465, propagate_backward_time: 42.2418365479, weight_update_time: 0.0748193786, other_time: 1.8920745850
epoch time: 6.2209639549s, input_fired_time: 0.1091453284, output_fired_time: 0.0000000000, propagate_forward_time: 5.7779908180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338279724
validation[          , genome  6886] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       999.50299, best error:       999.50299 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.9336776733s, input_fired_time: 0.9938558340, output_fired_time: 0.6065673828, propagate_forward_time: 27.8681869507, propagate_backward_time: 41.5839195251, weight_update_time: 0.0762791932, other_time: 1.8811454773
epoch time: 6.0121526718s, input_fired_time: 0.1032918245, output_fired_time: 0.0000000000, propagate_forward_time: 5.5909767151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178839684
validation[          , genome  6886] predictions:    9650/  10000 (96.50%), best:    9705/10000 (97.05%), error:      1115.65454, best error:       999.50299 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 74.6650543213s, input_fired_time: 1.0353254080, output_fired_time: 0.6152744889, propagate_forward_time: 28.5670032501, propagate_backward_time: 42.5802803040, weight_update_time: 0.0741876513, other_time: 1.8671760559
epoch time: 6.6936607361s, input_fired_time: 0.1132013649, output_fired_time: 0.0000000000, propagate_forward_time: 6.2294688225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509907722
validation[          , genome  6886] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       967.17114, best error:       967.17114 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 74.1436080933s, input_fired_time: 0.9962202907, output_fired_time: 0.6163395643, propagate_forward_time: 28.2638874054, propagate_backward_time: 42.4240264893, weight_update_time: 0.0738964602, other_time: 1.8431320190
epoch time: 6.0063724518s, input_fired_time: 0.1041021720, output_fired_time: 0.0000000000, propagate_forward_time: 5.5810284615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212418556
validation[          , genome  6886] predictions:    9647/  10000 (96.47%), best:    9708/10000 (97.08%), error:      1153.25183, best error:       967.17114 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 76.4592666626s, input_fired_time: 1.0366518497, output_fired_time: 0.6340790391, propagate_forward_time: 29.2235813141, propagate_backward_time: 43.6700553894, weight_update_time: 0.0755646080, other_time: 1.8949012756
epoch time: 6.2878689766s, input_fired_time: 0.1104928330, output_fired_time: 0.0000000000, propagate_forward_time: 5.8363041878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410720825
validation[          , genome  6886] predictions:    9669/  10000 (96.69%), best:    9708/10000 (97.08%), error:      1083.53271, best error:       967.17114 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.4154052734s, input_fired_time: 1.0241068602, output_fired_time: 0.6417398453, propagate_forward_time: 29.5146713257, propagate_backward_time: 44.3019142151, weight_update_time: 0.0752454922, other_time: 1.9329719543
epoch time: 6.0467815399s, input_fired_time: 0.1076797917, output_fired_time: 0.0000000000, propagate_forward_time: 5.6095895767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295121193
validation[          , genome  6886] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       938.05164, best error:       938.05164 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.9304504395s, input_fired_time: 1.0263584852, output_fired_time: 0.6339658499, propagate_forward_time: 28.6631336212, propagate_backward_time: 42.7358360291, weight_update_time: 0.0736626163, other_time: 1.8711585999
epoch time: 5.9589910507s, input_fired_time: 0.1089986414, output_fired_time: 0.0000000000, propagate_forward_time: 5.5171203613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328719139
validation[          , genome  6886] predictions:    9621/  10000 (96.21%), best:    9713/10000 (97.13%), error:      1231.89014, best error:       938.05164 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.3835678101s, input_fired_time: 1.0099836588, output_fired_time: 0.6189527512, propagate_forward_time: 28.4083366394, propagate_backward_time: 42.4096069336, weight_update_time: 0.0758700892, other_time: 1.9366874695
epoch time: 6.5768003464s, input_fired_time: 0.1132754683, output_fired_time: 0.0000000000, propagate_forward_time: 6.1150860786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484387398
validation[          , genome  6886] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1020.89709, best error:       938.05164 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.8748168945s, input_fired_time: 1.0212583542, output_fired_time: 0.6225417852, propagate_forward_time: 28.6067104340, propagate_backward_time: 42.7027549744, weight_update_time: 0.0762851164, other_time: 1.9215507507
epoch time: 5.9163846970s, input_fired_time: 0.1081088930, output_fired_time: 0.0000000000, propagate_forward_time: 5.4824652672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258104324
validation[          , genome  6886] predictions:    9647/  10000 (96.47%), best:    9713/10000 (97.13%), error:      1124.11804, best error:       938.05164 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.4950103760s, input_fired_time: 1.0038664341, output_fired_time: 0.6052359939, propagate_forward_time: 27.6969223022, propagate_backward_time: 41.3122100830, weight_update_time: 0.0760488510, other_time: 1.8767776489
epoch time: 6.0818905830s, input_fired_time: 0.1113623455, output_fired_time: 0.0000000000, propagate_forward_time: 5.6358618736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346662521
validation[          , genome  6886] predictions:    9694/  10000 (96.94%), best:    9713/10000 (97.13%), error:       983.68042, best error:       938.05164 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 75.1813735962s, input_fired_time: 1.0534811020, output_fired_time: 0.6177045107, propagate_forward_time: 28.5252342224, propagate_backward_time: 43.0787353516, weight_update_time: 0.0765165165, other_time: 1.9062156677
epoch time: 6.6338686943s, input_fired_time: 0.1127306670, output_fired_time: 0.0000000000, propagate_forward_time: 6.1667323112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544058800
validation[          , genome  6886] predictions:    9607/  10000 (96.07%), best:    9713/10000 (97.13%), error:      1292.55493, best error:       938.05164 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 75.6353378296s, input_fired_time: 1.0160627365, output_fired_time: 0.6240730286, propagate_forward_time: 28.9550571442, propagate_backward_time: 43.1435203552, weight_update_time: 0.0953933597, other_time: 1.8966331482
epoch time: 5.9825553894s, input_fired_time: 0.1083412245, output_fired_time: 0.0000000000, propagate_forward_time: 5.5457959175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284182549
validation[          , genome  6886] predictions:    9511/  10000 (95.11%), best:    9713/10000 (97.13%), error:      1698.03174, best error:       938.05164 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.5426406860s, input_fired_time: 1.0137318373, output_fired_time: 0.6194716096, propagate_forward_time: 28.3399181366, propagate_backward_time: 42.6761474609, weight_update_time: 0.0756200999, other_time: 1.8933715820
epoch time: 5.9318003654s, input_fired_time: 0.1065734699, output_fired_time: 0.0000000000, propagate_forward_time: 5.5025644302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226623535
validation[          , genome  6886] predictions:    9658/  10000 (96.58%), best:    9713/10000 (97.13%), error:      1097.36694, best error:       938.05164 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.6763610840s, input_fired_time: 1.0586687326, output_fired_time: 0.6382846832, propagate_forward_time: 29.7230224609, propagate_backward_time: 44.2922630310, weight_update_time: 0.0782887712, other_time: 1.9641227722
epoch time: 6.0098257065s, input_fired_time: 0.1098474190, output_fired_time: 0.0000000000, propagate_forward_time: 5.5715565681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284215927
validation[          , genome  6886] predictions:    9630/  10000 (96.30%), best:    9713/10000 (97.13%), error:      1172.14917, best error:       938.05164 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.9592361450s, input_fired_time: 1.0078680515, output_fired_time: 0.6102952957, propagate_forward_time: 27.7104568481, propagate_backward_time: 41.7524185181, weight_update_time: 0.0759413093, other_time: 1.8781967163
epoch time: 5.9664621353s, input_fired_time: 0.1072423235, output_fired_time: 0.0000000000, propagate_forward_time: 5.5348958969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243241310
validation[          , genome  6886] predictions:    9660/  10000 (96.60%), best:    9713/10000 (97.13%), error:      1088.15759, best error:       938.05164 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.5818481445s, input_fired_time: 1.0104334354, output_fired_time: 0.6169350743, propagate_forward_time: 28.1103630066, propagate_backward_time: 41.9508895874, weight_update_time: 0.0757191256, other_time: 1.8932228088
epoch time: 5.9632005692s, input_fired_time: 0.1075732782, output_fired_time: 0.0000000000, propagate_forward_time: 5.5246524811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309745789
validation[          , genome  6886] predictions:    9576/  10000 (95.76%), best:    9713/10000 (97.13%), error:      1402.40051, best error:       938.05164 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.0412139893s, input_fired_time: 1.0062118769, output_fired_time: 0.6079293489, propagate_forward_time: 27.8145561218, propagate_backward_time: 41.6946334839, weight_update_time: 0.0763197839, other_time: 1.9178810120
epoch time: 6.0457668304s, input_fired_time: 0.1106897295, output_fired_time: 0.0000000000, propagate_forward_time: 5.5887956619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462815285
validation[          , genome  6886] predictions:    9706/  10000 (97.06%), best:    9713/10000 (97.13%), error:       984.06744, best error:       938.05164 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 75.7869873047s, input_fired_time: 1.0360109806, output_fired_time: 0.6284558177, propagate_forward_time: 28.9311408997, propagate_backward_time: 43.2692451477, weight_update_time: 0.0743770376, other_time: 1.9221343994
epoch time: 5.9557404518s, input_fired_time: 0.1068003252, output_fired_time: 0.0000000000, propagate_forward_time: 5.5307383537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182015419
validation[          , genome  6886] predictions:    9563/  10000 (95.63%), best:    9713/10000 (97.13%), error:      1528.26575, best error:       938.05164 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 76.2925796509s, input_fired_time: 1.0639860630, output_fired_time: 0.6260399222, propagate_forward_time: 29.0573825836, propagate_backward_time: 43.6590118408, weight_update_time: 0.0749465823, other_time: 1.8861618042
epoch time: 6.8750786781s, input_fired_time: 0.1176498383, output_fired_time: 0.0000000000, propagate_forward_time: 6.3783950806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790335655
validation[          , genome  6886] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       874.34729, best error:       874.34729 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 75.1888809204s, input_fired_time: 1.0359375477, output_fired_time: 0.6200239062, propagate_forward_time: 28.7740058899, propagate_backward_time: 42.8512649536, weight_update_time: 0.0811839774, other_time: 1.9076499939
epoch time: 6.4951820374s, input_fired_time: 0.1127403751, output_fired_time: 0.0000000000, propagate_forward_time: 6.0429215431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395199776
validation[          , genome  6886] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1073.48047, best error:       874.34729 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 76.0204620361s, input_fired_time: 1.0462200642, output_fired_time: 0.6285500526, propagate_forward_time: 29.1637115479, propagate_backward_time: 43.2658805847, weight_update_time: 0.0774821267, other_time: 1.9161033630
epoch time: 6.1561980247s, input_fired_time: 0.1093757674, output_fired_time: 0.0000000000, propagate_forward_time: 5.7221369743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246850967
validation[          , genome  6886] predictions:    9651/  10000 (96.51%), best:    9736/10000 (97.36%), error:      1084.32654, best error:       874.34729 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.6430587769s, input_fired_time: 1.0346716642, output_fired_time: 0.6441602707, propagate_forward_time: 29.7044448853, propagate_backward_time: 44.3024482727, weight_update_time: 0.0780606270, other_time: 1.9573402405
epoch time: 5.9893059731s, input_fired_time: 0.1071319208, output_fired_time: 0.0000000000, propagate_forward_time: 5.5607495308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214244843
validation[          , genome  6886] predictions:    9544/  10000 (95.44%), best:    9736/10000 (97.36%), error:      1498.61975, best error:       874.34729 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.7409667969s, input_fired_time: 1.0046753883, output_fired_time: 0.6076601148, propagate_forward_time: 27.6098346710, propagate_backward_time: 41.6735267639, weight_update_time: 0.0762524530, other_time: 1.8452720642
epoch time: 5.9292302132s, input_fired_time: 0.1076105610, output_fired_time: 0.0000000000, propagate_forward_time: 5.4992375374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223819733
validation[          , genome  6886] predictions:    9660/  10000 (96.60%), best:    9736/10000 (97.36%), error:      1077.78540, best error:       874.34729 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.7313003540s, input_fired_time: 1.0065549612, output_fired_time: 0.6076635122, propagate_forward_time: 27.7114257812, propagate_backward_time: 41.5434570312, weight_update_time: 0.0754119083, other_time: 1.8621978760
epoch time: 6.0835852623s, input_fired_time: 0.1100432649, output_fired_time: 0.0000000000, propagate_forward_time: 5.6459026337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276395798
validation[          , genome  6886] predictions:    9641/  10000 (96.41%), best:    9736/10000 (97.36%), error:      1175.23596, best error:       874.34729 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.8133850098s, input_fired_time: 1.0140304565, output_fired_time: 0.6128539443, propagate_forward_time: 28.2282066345, propagate_backward_time: 42.0803222656, weight_update_time: 0.0786098018, other_time: 1.8779716492
epoch time: 6.4016394615s, input_fired_time: 0.1507113874, output_fired_time: 0.0000000000, propagate_forward_time: 5.9232068062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277211189
validation[          , genome  6886] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       980.20844, best error:       874.34729 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 73.8263778687s, input_fired_time: 1.0499135256, output_fired_time: 0.6137834191, propagate_forward_time: 28.3047561646, propagate_backward_time: 42.0090789795, weight_update_time: 0.0724291280, other_time: 1.8488464355
epoch time: 6.2351069450s, input_fired_time: 0.1109576598, output_fired_time: 0.0000000000, propagate_forward_time: 5.7939243317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302249908
validation[          , genome  6886] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       986.90387, best error:       874.34729 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 73.8600921631s, input_fired_time: 1.0157507658, output_fired_time: 0.6117994785, propagate_forward_time: 28.1531524658, propagate_backward_time: 42.2118530273, weight_update_time: 0.0754667968, other_time: 1.8675384521
epoch time: 6.2418050766s, input_fired_time: 0.1151364148, output_fired_time: 0.0000000000, propagate_forward_time: 5.7749390602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517293930
validation[          , genome  6886] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       956.65582, best error:       874.34729 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 76.8285980225s, input_fired_time: 1.0358024836, output_fired_time: 0.6325557232, propagate_forward_time: 29.3702239990, propagate_backward_time: 43.8479919434, weight_update_time: 0.0773109570, other_time: 1.9420242310
epoch time: 6.0793995857s, input_fired_time: 0.1096222997, output_fired_time: 0.0000000000, propagate_forward_time: 5.6419811249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277959824
validation[          , genome  6886] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       944.36633, best error:       874.34729 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.9341888428s, input_fired_time: 1.0308654308, output_fired_time: 0.6186912656, propagate_forward_time: 28.6336975098, propagate_backward_time: 42.7081222534, weight_update_time: 0.0776606426, other_time: 1.9428100586
epoch time: 5.9622354507s, input_fired_time: 0.1099800542, output_fired_time: 0.0000000000, propagate_forward_time: 5.5270080566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252472878
validation[          , genome  6886] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       949.30902, best error:       874.34729 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 76.1612396240s, input_fired_time: 1.0349286795, output_fired_time: 0.6285373569, propagate_forward_time: 29.0793666840, propagate_backward_time: 43.4637489319, weight_update_time: 0.0755535141, other_time: 1.9546546936
epoch time: 6.3468613625s, input_fired_time: 0.1145992577, output_fired_time: 0.0000000000, propagate_forward_time: 5.8906459808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416161537
validation[          , genome  6886] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       931.91589, best error:       874.34729 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.1990280151s, input_fired_time: 1.0284004211, output_fired_time: 0.6228147149, propagate_forward_time: 28.6623630524, propagate_backward_time: 42.9913291931, weight_update_time: 0.0731719583, other_time: 1.8941154480
epoch time: 6.6828098297s, input_fired_time: 0.1182363406, output_fired_time: 0.0000000000, propagate_forward_time: 6.2129364014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516368866
validation[          , genome  6886] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:       963.11426, best error:       874.34729 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.2640075684s, input_fired_time: 1.0308394432, output_fired_time: 0.6232347488, propagate_forward_time: 28.7885875702, propagate_backward_time: 42.9080543518, weight_update_time: 0.0772265494, other_time: 1.9132881165
epoch time: 6.0314283371s, input_fired_time: 0.1108136177, output_fired_time: 0.0000000000, propagate_forward_time: 5.5925035477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281111717
validation[          , genome  6886] predictions:    9681/  10000 (96.81%), best:    9736/10000 (97.36%), error:      1035.76794, best error:       874.34729 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.1481781006s, input_fired_time: 1.0184289217, output_fired_time: 0.6137652397, propagate_forward_time: 28.1947002411, propagate_backward_time: 42.4263610840, weight_update_time: 0.0961760357, other_time: 1.8949203491
epoch time: 5.9632034302s, input_fired_time: 0.1080031246, output_fired_time: 0.0000000000, propagate_forward_time: 5.5335216522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216786385
validation[          , genome  6886] predictions:    9616/  10000 (96.16%), best:    9736/10000 (97.36%), error:      1262.76270, best error:       874.34729 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 75.1362838745s, input_fired_time: 1.0188183784, output_fired_time: 0.6216524839, propagate_forward_time: 28.8024463654, propagate_backward_time: 42.8556060791, weight_update_time: 0.0728004575, other_time: 1.8377609253
epoch time: 6.2216033936s, input_fired_time: 0.1147624925, output_fired_time: 0.0000000000, propagate_forward_time: 5.7543907166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524503708
validation[          , genome  6886] predictions:    9582/  10000 (95.82%), best:    9736/10000 (97.36%), error:      1438.99646, best error:       874.34729 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 75.7367324829s, input_fired_time: 1.0473030806, output_fired_time: 0.6216294169, propagate_forward_time: 28.7647819519, propagate_backward_time: 43.3931236267, weight_update_time: 0.0762419775, other_time: 1.9098968506
epoch time: 6.5260820389s, input_fired_time: 0.1139716208, output_fired_time: 0.0000000000, propagate_forward_time: 6.0718278885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402824402
validation[          , genome  6886] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       928.07111, best error:       874.34729 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.1556930542s, input_fired_time: 1.0445116758, output_fired_time: 0.6560515761, propagate_forward_time: 29.5727157593, propagate_backward_time: 43.9371070862, weight_update_time: 0.0776044130, other_time: 1.9453086853
epoch time: 5.9767365456s, input_fired_time: 0.1088153422, output_fired_time: 0.0000000000, propagate_forward_time: 5.5443792343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235421181
validation[          , genome  6886] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       947.96570, best error:       874.34729 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 73.2854843140s, input_fired_time: 1.0345357656, output_fired_time: 0.6149673462, propagate_forward_time: 27.9716739655, propagate_backward_time: 41.7922401428, weight_update_time: 0.0750934109, other_time: 1.8720664978
epoch time: 5.9896378517s, input_fired_time: 0.1109197289, output_fired_time: 0.0000000000, propagate_forward_time: 5.5499796867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287382126
validation[          , genome  6886] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1071.99084, best error:       874.34729 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.3159790039s, input_fired_time: 1.0447202921, output_fired_time: 0.6361013055, propagate_forward_time: 29.6736564636, propagate_backward_time: 43.9896202087, weight_update_time: 0.0781479776, other_time: 1.9718780518
epoch time: 6.0804095268s, input_fired_time: 0.1104510054, output_fired_time: 0.0000000000, propagate_forward_time: 5.6449093819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250489235
validation[          , genome  6886] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       931.31781, best error:       874.34729 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.1415405273s, input_fired_time: 1.0477814674, output_fired_time: 0.6253175735, propagate_forward_time: 29.0594234467, propagate_backward_time: 43.5319557190, weight_update_time: 0.0753865615, other_time: 1.8770561218
epoch time: 6.0427732468s, input_fired_time: 0.1102096885, output_fired_time: 0.0000000000, propagate_forward_time: 5.6053171158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272466660
validation[          , genome  6886] predictions:    9584/  10000 (95.84%), best:    9736/10000 (97.36%), error:      1495.91504, best error:       874.34729 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 73.8052062988s, input_fired_time: 1.0208389759, output_fired_time: 0.6338690519, propagate_forward_time: 28.0921001434, propagate_backward_time: 42.1762046814, weight_update_time: 0.0770192966, other_time: 1.8821983337
epoch time: 6.0499305725s, input_fired_time: 0.1097307503, output_fired_time: 0.0000000000, propagate_forward_time: 5.5972366333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429632187
validation[          , genome  6886] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       951.67029, best error:       874.34729 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.2962799072s, input_fired_time: 1.0687981844, output_fired_time: 0.6150929332, propagate_forward_time: 28.4361286163, propagate_backward_time: 42.2681808472, weight_update_time: 0.0770709813, other_time: 1.9080810547
epoch time: 6.0030460358s, input_fired_time: 0.1104394644, output_fired_time: 0.0000000000, propagate_forward_time: 5.5673079491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252987862
validation[          , genome  6886] predictions:    9690/  10000 (96.90%), best:    9736/10000 (97.36%), error:       993.51807, best error:       874.34729 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.7879714966s, input_fired_time: 1.0232847929, output_fired_time: 0.6270955801, propagate_forward_time: 27.8394317627, propagate_backward_time: 41.3975639343, weight_update_time: 0.0763304606, other_time: 1.9005928040
epoch time: 5.9549779892s, input_fired_time: 0.1300291717, output_fired_time: 0.0000000000, propagate_forward_time: 5.5033044815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216443062
validation[          , genome  6886] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       979.04370, best error:       874.34729 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.9635086060s, input_fired_time: 1.0255268812, output_fired_time: 0.6192916036, propagate_forward_time: 28.5579566956, propagate_backward_time: 42.8500366211, weight_update_time: 0.0773045346, other_time: 1.9106941223
epoch time: 6.7196369171s, input_fired_time: 0.1184393242, output_fired_time: 0.0000000000, propagate_forward_time: 6.2445788383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566188812
validation[          , genome  6886] predictions:    9658/  10000 (96.58%), best:    9736/10000 (97.36%), error:      1098.46106, best error:       874.34729 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.3444519043s, input_fired_time: 1.0795540810, output_fired_time: 0.6278149486, propagate_forward_time: 29.2052898407, propagate_backward_time: 43.4914016724, weight_update_time: 0.0784868076, other_time: 1.9403915405
epoch time: 5.9567313194s, input_fired_time: 0.1128240302, output_fired_time: 0.0000000000, propagate_forward_time: 5.5137686729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301386833
validation[          , genome  6886] predictions:    9640/  10000 (96.40%), best:    9736/10000 (97.36%), error:      1193.30017, best error:       874.34729 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.7330398560s, input_fired_time: 1.0205564499, output_fired_time: 0.6197240353, propagate_forward_time: 28.4809932709, propagate_backward_time: 42.7020416260, weight_update_time: 0.0766646266, other_time: 1.9097290039
epoch time: 6.2516813278s, input_fired_time: 0.1129854992, output_fired_time: 0.0000000000, propagate_forward_time: 5.8106756210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280200958
validation[          , genome  6886] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:       937.20197, best error:       874.34729 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.4174346924s, input_fired_time: 1.0658680201, output_fired_time: 0.6412342191, propagate_forward_time: 29.9214668274, propagate_backward_time: 44.8358535767, weight_update_time: 0.0782921910, other_time: 1.9530143738
epoch time: 6.5948219299s, input_fired_time: 0.1166993007, output_fired_time: 0.0000000000, propagate_forward_time: 6.1331224442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450002670
validation[          , genome  6886] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       988.87366, best error:       874.34729 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.6382293701s, input_fired_time: 1.0225307941, output_fired_time: 0.6361925602, propagate_forward_time: 28.4159564972, propagate_backward_time: 42.6760978699, weight_update_time: 0.0769710690, other_time: 1.8874549866
epoch time: 6.0905365944s, input_fired_time: 0.1100207567, output_fired_time: 0.0000000000, propagate_forward_time: 5.6499519348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305640221
validation[          , genome  6886] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       921.74939, best error:       874.34729 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.0312271118s, input_fired_time: 1.0115103722, output_fired_time: 0.6077531576, propagate_forward_time: 27.8383598328, propagate_backward_time: 41.6963806152, weight_update_time: 0.0770538077, other_time: 1.8772239685
epoch time: 5.9680042267s, input_fired_time: 0.1092675030, output_fired_time: 0.0000000000, propagate_forward_time: 5.5386471748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200893402
validation[          , genome  6886] predictions:    9717/  10000 (97.17%), best:    9736/10000 (97.36%), error:       910.29205, best error:       874.34729 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 73.2477798462s, input_fired_time: 1.0186399221, output_fired_time: 0.6057662368, propagate_forward_time: 27.8376483917, propagate_backward_time: 41.9018974304, weight_update_time: 0.0753787979, other_time: 1.8838310242
epoch time: 6.4500927925s, input_fired_time: 0.1150099784, output_fired_time: 0.0000000000, propagate_forward_time: 6.0031147003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319683075
validation[          , genome  6886] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       911.59363, best error:       874.34729 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 75.2788772583s, input_fired_time: 1.0488806963, output_fired_time: 0.6257538795, propagate_forward_time: 28.7996044159, propagate_backward_time: 42.9305381775, weight_update_time: 0.0737068579, other_time: 1.8740959167
epoch time: 6.1146092415s, input_fired_time: 0.1082122996, output_fired_time: 0.0000000000, propagate_forward_time: 5.6829681396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234286308
validation[          , genome  6886] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       990.85059, best error:       874.34729 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 76.8731231689s, input_fired_time: 1.0380141735, output_fired_time: 0.6344196200, propagate_forward_time: 29.4561805725, propagate_backward_time: 43.8415412903, weight_update_time: 0.0758887529, other_time: 1.9029617310
epoch time: 7.0295763016s, input_fired_time: 0.1266199648, output_fired_time: 0.0000000000, propagate_forward_time: 6.5392618179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636946678
validation[          , genome  6886] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       931.55396, best error:       874.34729 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.1247787476s, input_fired_time: 1.0241733789, output_fired_time: 0.6165007353, propagate_forward_time: 28.2447605133, propagate_backward_time: 42.3496704102, weight_update_time: 0.0769347176, other_time: 1.8896789551
epoch time: 6.6065063477s, input_fired_time: 0.1153049171, output_fired_time: 0.0000000000, propagate_forward_time: 6.1517481804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394532204
validation[          , genome  6886] predictions:    9666/  10000 (96.66%), best:    9736/10000 (97.36%), error:      1062.14185, best error:       874.34729 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.1516113281s, input_fired_time: 1.0578993559, output_fired_time: 0.6375423074, propagate_forward_time: 29.8052101135, propagate_backward_time: 44.6773948669, weight_update_time: 0.0789330825, other_time: 1.9735641479
epoch time: 5.9410672188s, input_fired_time: 0.1305910796, output_fired_time: 0.0000000000, propagate_forward_time: 5.4850635529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254127502
validation[          , genome  6886] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       900.77344, best error:       874.34729 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 75.4555892944s, input_fired_time: 1.0327041149, output_fired_time: 0.6431072354, propagate_forward_time: 28.7189083099, propagate_backward_time: 43.1244544983, weight_update_time: 0.0783804134, other_time: 1.9364128113
epoch time: 6.7013077736s, input_fired_time: 0.1186039895, output_fired_time: 0.0000000000, propagate_forward_time: 6.2348914146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478121758
validation[          , genome  6886] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       928.51331, best error:       874.34729 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 73.7035675049s, input_fired_time: 1.0195848942, output_fired_time: 0.6141499877, propagate_forward_time: 28.0826377869, propagate_backward_time: 42.0996398926, weight_update_time: 0.0758451521, other_time: 1.8875541687
epoch time: 5.9661359787s, input_fired_time: 0.1131861135, output_fired_time: 0.0000000000, propagate_forward_time: 5.5018606186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510894775
validation[          , genome  6886] predictions:    9420/  10000 (94.20%), best:    9736/10000 (97.36%), error:      2112.07129, best error:       874.34729 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 75.6246032715s, input_fired_time: 1.0593814850, output_fired_time: 0.6497774720, propagate_forward_time: 28.8309173584, propagate_backward_time: 43.1642303467, weight_update_time: 0.0778733715, other_time: 1.9202957153
epoch time: 6.0559310913s, input_fired_time: 0.1115173474, output_fired_time: 0.0000000000, propagate_forward_time: 5.5973000526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471136093
validation[          , genome  6886] predictions:    9670/  10000 (96.70%), best:    9736/10000 (97.36%), error:      1052.57874, best error:       874.34729 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.0710601807s, input_fired_time: 1.0293697119, output_fired_time: 0.6109321117, propagate_forward_time: 27.8008499146, propagate_backward_time: 41.6952438354, weight_update_time: 0.0772686675, other_time: 1.9346618652
epoch time: 5.9344162941s, input_fired_time: 0.1124610156, output_fired_time: 0.0000000000, propagate_forward_time: 5.4940319061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279232979
validation[          , genome  6886] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       924.61078, best error:       874.34729 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 73.7217254639s, input_fired_time: 1.0427272320, output_fired_time: 0.6108953953, propagate_forward_time: 28.0765323639, propagate_backward_time: 42.1031112671, weight_update_time: 0.0755916014, other_time: 1.8884658813
epoch time: 6.3347234726s, input_fired_time: 0.1187724173, output_fired_time: 0.0000000000, propagate_forward_time: 5.8379268646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780241013
validation[          , genome  6886] predictions:    9639/  10000 (96.39%), best:    9736/10000 (97.36%), error:      1186.19055, best error:       874.34729 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.5543899536s, input_fired_time: 1.0671529770, output_fired_time: 0.6155647039, propagate_forward_time: 28.4222373962, propagate_backward_time: 42.5283241272, weight_update_time: 0.0769819990, other_time: 1.9211120605
epoch time: 6.5589051247s, input_fired_time: 0.1163271293, output_fired_time: 0.0000000000, propagate_forward_time: 6.1000623703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425154686
validation[          , genome  6886] predictions:    9658/  10000 (96.58%), best:    9736/10000 (97.36%), error:      1130.28918, best error:       874.34729 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 73.1218719482s, input_fired_time: 1.0405267477, output_fired_time: 0.6069639325, propagate_forward_time: 27.7983436584, propagate_backward_time: 41.7547721863, weight_update_time: 0.0770522878, other_time: 1.9212646484
epoch time: 5.9401707649s, input_fired_time: 0.1126594245, output_fired_time: 0.0000000000, propagate_forward_time: 5.5043735504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231377602
validation[          , genome  6886] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       916.16187, best error:       874.34729 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.5790100098s, input_fired_time: 1.0331422091, output_fired_time: 0.6286949515, propagate_forward_time: 28.8213348389, propagate_backward_time: 43.1731910706, weight_update_time: 0.0766690969, other_time: 1.9226493835
epoch time: 6.4317193031s, input_fired_time: 0.1216655970, output_fired_time: 0.0000000000, propagate_forward_time: 5.9676690102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423848152
validation[          , genome  6886] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       938.25623, best error:       874.34729 on epoch:    58, 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: 32.2716903687s, input_fired_time: 0.5921213627, output_fired_time: 0.0000000000, propagate_forward_time: 29.9641571045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7154121399
best training[          , genome  6886] predictions:   49248/  50000 (98.50%), best:    9736/10000 (97.36%), error:      2663.50732, best error:       874.34729 on epoch:    58, 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: 6.7163004875s, input_fired_time: 0.1140514389, output_fired_time: 0.0000000000, propagate_forward_time: 6.2527112961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495378494
   testing[          , genome  6886] predictions:    9751/  10000 (97.51%), best:    9736/10000 (97.36%), error:       783.48370, best error:       874.34729 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:59:02 (1740): called boinc_finish(0)

</stderr_txt>
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